Paper Digest: Recent Papers on AI for Music
Paper Digest Team extracted all recent AI for Music related papers on our radar, and generated highlight sentences for them. The results are then sorted by relevance & date. In addition to this ‘static’ page, we also provide a real-time version of this article, which has more coverage and is updated in real time to include the most recent updates on this topic.
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TABLE 1: Paper Digest: Recent Papers on AI for Music
| Paper | Author(s) | Source | Date | |
|---|---|---|---|---|
| 1 | Augmenting Online Meetings with Context-Aware Real-time Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, we investigate the potential of generative artificial intelligence (GenAI) for real-time music generation to enrich online meetings. |
Haruki Suzawa; Ko Watanabe; Andreas Dengel; Shoya Ishimaru; | arxiv-cs.HC | 2025-03-03 |
| 2 | HarmonySet: A Comprehensive Dataset for Understanding Video-Music Semantic Alignment and Temporal Synchronization Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper introduces HarmonySet, a comprehensive dataset designed to advance video-music understanding. |
Zitang Zhou; Ke Mei; Yu Lu; Tianyi Wang; Fengyun Rao; | arxiv-cs.CV | 2025-03-03 |
| 3 | BGM2Pose: Active 3D Human Pose Estimation with Non-Stationary Sounds Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose BGM2Pose, a non-invasive 3D human pose estimation method using arbitrary music (e.g., background music) as active sensing signals. |
YUTO SHIBATA et. al. | arxiv-cs.CV | 2025-03-01 |
| 4 | DGFM: Full Body Dance Generation Driven By Music Foundation Models Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In music-driven dance motion generation, most existing methods use hand-crafted features and neglect that music foundation models have profoundly impacted cross-modal content generation. To bridge this gap, we propose a diffusion-based method that generates dance movements conditioned on text and music. |
Xinran Liu; Zhenhua Feng; Diptesh Kanojia; Wenwu Wang; | arxiv-cs.SD | 2025-02-27 |
| 5 | GCDance: Genre-Controlled 3D Full Body Dance Generation Driven By Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Moreover, the generated sequences must be both physically realistic and precisely synchronized with the beats and rhythm of the music. To overcome these challenges, we propose GCDance, a classifier-free diffusion framework for generating genre-specific dance motions conditioned on both music and textual prompts. |
Xinran Liu; Xu Dong; Diptesh Kanojia; Wenwu Wang; Zhenhua Feng; | arxiv-cs.GR | 2025-02-25 |
| 6 | NotaGen: Advancing Musicality in Symbolic Music Generation with Large Language Model Training Paradigms Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We introduce NotaGen, a symbolic music generation model aiming to explore the potential of producing high-quality classical sheet music. |
YASHAN WANG et. al. | arxiv-cs.SD | 2025-02-25 |
| 7 | The GigaMIDI Dataset with Features for Expressive Music Performance Detection Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Distinguishing between non-expressive and expressive MIDI tracks is challenging, as MIDI files do not inherently make this distinction. To address this issue, we introduce a set of innovative heuristics for detecting expressive music performance. |
KEON JU MAVERICK LEE et. al. | arxiv-cs.SD | 2025-02-24 |
| 8 | Perceptual Noise-Masking with Music Through Deep Spectral Envelope Shaping Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Indeed, a music signal can mask some of the noise’s frequency components due to the effect of simultaneous masking. In this article, we propose a neural network based on a psychoacoustic masking model, designed to enhance the music’s ability to mask ambient noise by reshaping its spectral envelope with predicted filter frequency responses. |
Clémentine Berger; Roland Badeau; Slim Essid; | arxiv-cs.SD | 2025-02-24 |
| 9 | ComposeOn Academy: Transforming Melodic Ideas Into Complete Compositions Integrating Music Learning Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, existing digital audio workstations and music production software often present high entry barriers for users lacking formal musical training. To address this, we introduce ComposeOn, a music theory-based tool designed for users with limited musical knowledge. |
Hongxi Pu; Futian Jiang; Zihao Chen; Xingyue Song; | arxiv-cs.HC | 2025-02-21 |
| 10 | Deriving Representative Structure from Music Corpora Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In order to analyze music compositions holistically and at multiple granularities, we propose a unified, hierarchical meta-representation of musical structure called the structural temporal graph (STG). |
ILANA SHAPIRO et. al. | arxiv-cs.SD | 2025-02-20 |
| 11 | Visual and Auditory Aesthetic Preferences Across Cultures Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present a large-scale cross-cultural study examining aesthetic preferences across five distinct modalities extensively explored in the literature: shape, curvature, colour, musical harmony and melody. |
HARIN LEE et. al. | arxiv-cs.MM | 2025-02-20 |
| 12 | TALKPLAY: Multimodal Music Recommendation with Large Language Models Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present TalkPlay, a multimodal music recommendation system that reformulates the recommendation task as large language model token generation. |
Seungheon Doh; Keunwoo Choi; Juhan Nam; | arxiv-cs.IR | 2025-02-19 |
| 13 | DeepResonance: Enhancing Multimodal Music Understanding Via Music-centric Multi-way Instruction Tuning Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, the potential of incorporating additional modalities such as images, videos and textual music features to enhance music understanding remains unexplored. To bridge this gap, we propose DeepResonance, a multimodal music understanding LLM fine-tuned via multi-way instruction tuning with multi-way aligned music, text, image, and video data. |
Zhuoyuan Mao; Mengjie Zhao; Qiyu Wu; Hiromi Wakaki; Yuki Mitsufuji; | arxiv-cs.SD | 2025-02-18 |
| 14 | SongGen: A Single Stage Auto-regressive Transformer for Text-to-Song Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose SongGen, a fully open-source, single-stage auto-regressive transformer designed for controllable song generation. |
ZIHAN LIU et. al. | arxiv-cs.SD | 2025-02-18 |
| 15 | Note-Level Singing Melody Transcription for Time-Aligned Musical Score Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we consider an extended version of the traditional note-level transcription task that recognizes onset, offset, and pitch, through including extraction of additional note value to generate a time-aligned score from an audio input. |
Leekyung Kim; Sungwook Jeon; Wan Heo; Jonghun Park; | arxiv-cs.SD | 2025-02-17 |
| 16 | NOTA: Multimodal Music Notation Understanding for Visual Large Language Model Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Existing general-domain visual language models still lack the ability of music notation understanding. Recognizing this gap, we propose NOTA, the first large-scale comprehensive multimodal music notation dataset. |
MINGNI TANG et. al. | arxiv-cs.CV | 2025-02-17 |
| 17 | CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To advance future research, we release WikiMT-X, a benchmark comprising 1,000 triplets of sheet music, audio, and richly varied text descriptions. |
SHANGDA WU et. al. | arxiv-cs.SD | 2025-02-14 |
| 18 | F-StrIPE: Fast Structure-Informed Positional Encoding for Symbolic Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose F-StrIPE, a structure-informed PE scheme that works in linear complexity. |
Manvi Agarwal; Changhong Wang; Gael Richard; | arxiv-cs.SD | 2025-02-14 |
| 19 | Video Soundtrack Generation By Aligning Emotions and Temporal Boundaries Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We introduce EMSYNC, a video-based symbolic music generation model that aligns music with a video’s emotional content and temporal boundaries. |
Serkan Sulun; Paula Viana; Matthew E. P. Davies; | arxiv-cs.SD | 2025-02-14 |
| 20 | Methods for Pitch Analysis in Contemporary Popular Music: Highlighting Pitch Uncertainty in Primaal’s Commercial Works Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The ultimate goal of the study is to introduce a set of methods suited to the analysis of pitch in contemporary popular music. |
Emmanuel Deruty; Luc Leroy; Yann Macé; David Meredith; | arxiv-cs.SD | 2025-02-12 |
| 21 | Are Expressions for Music Emotions The Same Across Cultures? Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: A key challenge in cross-cultural research on music emotion is biased stimulus selection and manual curation of taxonomies, predominantly relying on Western music and languages. To address this, we propose a balanced experimental design with nine online experiments in Brazil, the US, and South Korea, involving N=672 participants. |
Elif Celen; Pol van Rijn; Harin Lee; Nori Jacoby; | arxiv-cs.CL | 2025-02-12 |
| 22 | Hookpad Aria: A Copilot for Songwriters Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present Hookpad Aria, a generative AI system designed to assist musicians in writing Western pop songs. |
CHRIS DONAHUE et. al. | arxiv-cs.SD | 2025-02-12 |
| 23 | YNote: A Novel Music Notation for Fine-Tuning LLMs in Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: These formats are difficult for both machines and humans to interpret due to their variability and intricate structure. To address these challenges, we introduce YNote, a simplified music notation system that uses only four characters to represent a note and its pitch. |
SHAO-CHIEN LU et. al. | arxiv-cs.SD | 2025-02-12 |
| 24 | Music for All: Exploring Multicultural Representations in Music Generation Models Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present a study of the datasets and research papers for music generation and quantify the bias and under-representation of genres. |
ATHARVA MEHTA et. al. | arxiv-cs.SD | 2025-02-11 |
| 25 | JamendoMaxCaps: A Large Scale Music-caption Dataset with Imputed Metadata Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We introduce JamendoMaxCaps, a large-scale music-caption dataset featuring over 200,000 freely licensed instrumental tracks from the renowned Jamendo platform. |
Abhinaba Roy; Renhang Liu; Tongyu Lu; Dorien Herremans; | arxiv-cs.SD | 2025-02-11 |
| 26 | Learning Musical Representations for Music Performance Question Answering Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Therefore, existing methods tend to answer questions regarding musical performances inaccurately. To bridge the above research gaps, (i) given the intricate multimodal interconnectivity inherent to music data, our primary backbone is designed to incorporate multimodal interactions within the context of music; (ii) to enable the model to learn music characteristics, we annotate and release rhythmic and music sources in the current music datasets; (iii) for time-aware audio-visual modeling, we align the model’s music predictions with the temporal dimension. |
XINGJIAN DIAO et. al. | arxiv-cs.CV | 2025-02-10 |
| 27 | Automatic Identification of Samples in Hip-Hop Music Via Multi-Loss Training and An Artificial Dataset Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Here, we show that a convolutional neural network trained on an artificial dataset can identify real-world samples in commercial hip-hop music. We extract vocal, harmonic, and percussive elements from several databases of non-commercial music recordings using audio source separation, and train the model to fingerprint a subset of these elements in transformed versions of the original audio. |
Huw Cheston; Jan Van Balen; Simon Durand; | arxiv-cs.SD | 2025-02-10 |
| 28 | Improved Sublinear Algorithms for Classical and Quantum Graph Coloring Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present three sublinear randomized algorithms for vertex-coloring of graphs with maximum degree $\Delta$. |
Asaf Ferber; Liam Hardiman; Xiaonan Chen; | arxiv-cs.DS | 2025-02-09 |
| 29 | Singing Voice Conversion with Accompaniment Using Self-Supervised Representation-Based Melody Features Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Other approaches involve performing source separation before conversion, but this often introduces noticeable artifacts, leading to a significant drop in conversion quality and increasing the user’s operational costs. To address these issues, we introduce a novel SVC method that uses self-supervised representation-based melody features to improve melody modeling accuracy in the presence of BGM. |
WEI CHEN et. al. | arxiv-cs.SD | 2025-02-07 |
| 30 | Investigation of Perceptual Music Similarity Focusing on Each Instrumental Part Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents an investigation of perceptual similarity between music tracks focusing on each individual instrumental part based on a large-scale listening test towards developing an instrumental-part-based music retrieval. |
Yuka Hashizume; Tomoki Toda; | arxiv-cs.SD | 2025-02-04 |
| 31 | The Beatbots: A Musician-Informed Multi-Robot Percussion Quartet Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose design principles to guide the development of future robotic music systems and identify key robotic music affordances that our musician consultants considered particularly important for robotic music performance. |
Isabella Pu; Jeff Snyder; Naomi Ehrich Leonard; | arxiv-cs.RO | 2025-02-02 |
| 32 | Secure & Personalized Music-to-Video Generation Via CHARCHA Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Music is a deeply personal experience and our aim is to enhance this with a fully-automated pipeline for personalized music video generation. |
Mehul Agarwal; Gauri Agarwal; Santiago Benoit; Andrew Lippman; Jean Oh; | arxiv-cs.AI | 2025-02-02 |
| 33 | Every Image Listens, Every Image Dances: Music-Driven Image Animation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we introduce MuseDance, an innovative end-to-end model that animates reference images using both music and text inputs. |
Zhikang Dong; Weituo Hao; Ju-Chiang Wang; Peng Zhang; Pawel Polak; | arxiv-cs.CV | 2025-01-30 |
| 34 | Linguistic Analysis of Sinhala YouTube Comments on Sinhala Music Videos: A Dataset Study Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The purpose of this study is to analyze the behavior of Sinhala comments on YouTube Sinhala song videos using social media comments as primary data sources. |
W. M. Yomal De Mel; Nisansa de Silva; | arxiv-cs.CL | 2025-01-28 |
| 35 | Exploring The Collaborative Co-Creation Process with AI: A Case Study in Novice Music Production Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Furthermore, AI influenced group social dynamics and role division among human creators. Based on these insights, we propose the Human-AI Co-Creation Stage Model and the Human-AI Agency Model, offering new perspectives on collaborative co-creation with AI. |
Yue Fu; Michele Newman; Lewis Going; Qiuzi Feng; Jin Ha Lee; | arxiv-cs.HC | 2025-01-25 |
| 36 | Exploring GPT’s Ability As A Judge in Music Understanding Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we use a systematic prompt engineering approach for LLMs to solve MIR problems. |
Kun Fang; Ziyu Wang; Gus Xia; Ichiro Fujinaga; | arxiv-cs.IR | 2025-01-22 |
| 37 | MusicEval: A Generative Music Corpus with Expert Ratings for Automatic Text-to-Music Evaluation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose an automatic assessment task for TTM models to align with human perception. |
CHENG LIU et. al. | arxiv-cs.SD | 2025-01-18 |
| 38 | GVMGen: A General Video-to-Music Generation Model with Hierarchical Attentions Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, we present General Video-to-Music Generation model (GVMGen), designed for generating high-related music to the video input. |
HEDA ZUO et. al. | arxiv-cs.SD | 2025-01-17 |
| 39 | XMusic: Towards A Generalized and Controllable Symbolic Music Generation Framework Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents a generalized symbolic music generation framework, XMusic, which supports flexible prompts (i.e., images, videos, texts, tags, and humming) to generate emotionally controllable and high-quality symbolic music. |
Sida Tian; Can Zhang; Wei Yuan; Wei Tan; Wenjie Zhu; | arxiv-cs.SD | 2025-01-15 |
| 40 | Sanidha: A Studio Quality Multi-Modal Dataset for Carnatic Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we introduce ‘Sanidha’, the first open-source novel dataset for Carnatic music, offering studio-quality, multi-track recordings with minimal to no overlap or bleed. |
Venkatakrishnan Vaidyanathapuram Krishnan; Noel Alben; Anish Nair; Nathaniel Condit-Schultz; | arxiv-cs.SD | 2025-01-12 |
| 41 | Music and Art: A Study in Cross-modal Interpretation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose guidelines for using music to enhance the experience of viewing art, and we propose directions for future research. |
Paul Warren; Paul Mulholland; Naomi Barker; | arxiv-cs.HC | 2025-01-09 |
| 42 | Music Tagging with Classifier Group Chains Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose music tagging with classifier chains that model the interplay of music tags. |
Takuya Hasumi; Tatsuya Komatsu; Yusuke Fujita; | arxiv-cs.SD | 2025-01-09 |
| 43 | Evaluating Interval-based Tokenization for Pitch Representation in Symbolic Music Analysis Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we introduce a general framework for building interval-based tokenizations. |
Dinh-Viet-Toan Le; Louis Bigo; Mikaela Keller; | arxiv-cs.IR | 2025-01-08 |
| 44 | Multi-label Cross-lingual Automatic Music Genre Classification from Lyrics with Sentence BERT Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present a multi-label, cross-lingual genre classification system based on multilingual sentence embeddings generated by sBERT. |
Tiago Fernandes Tavares; Fabio José Ayres; | arxiv-cs.IR | 2025-01-07 |
| 45 | MAJL: A Model-Agnostic Joint Learning Framework for Music Source Separation and Pitch Estimation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, these methods still face two critical challenges that limit the improvement of both tasks: the lack of labeled data and joint learning optimization. To address these challenges, we propose a Model-Agnostic Joint Learning (MAJL) framework for both tasks. |
Haojie Wei; Jun Yuan; Rui Zhang; Quanyu Dai; Yueguo Chen; | arxiv-cs.SD | 2025-01-07 |
| 46 | SYKI-SVC: Advancing Singing Voice Conversion with Post-Processing Innovations and An Open-Source Professional Testset Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a high-fidelity singing voice conversion system. |
YIQUAN ZHOU et. al. | arxiv-cs.SD | 2025-01-06 |
| 47 | A System for Melodic Harmonization Using Schoenberg Regions, Giant Steps, and Church Modes Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, I describe Harmonizer, a prototype system for melodic harmonization. |
Frederick Fernandes; | arxiv-cs.SD | 2025-01-05 |
| 48 | Can Impressions of Music Be Extracted from Thumbnail Images? Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This type of information is underrepresented in existing music caption datasets due to the challenges associated with extracting it directly from music data. To address this issue, we propose a method for generating music caption data that incorporates non-musical aspects inferred from music thumbnail images, and validated the effectiveness of our approach through human evaluations. |
Takashi Harada; Takehiro Motomitsu; Katsuhiko Hayashi; Yusuke Sakai; Hidetaka Kamigaito; | arxiv-cs.CL | 2025-01-05 |
| 49 | MusicGen-Stem: Multi-stem Music Generation and Edition Through Autoregressive Modeling Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To do so, we train one specialized compression algorithm per stem to tokenize the music into parallel streams of tokens. |
Simon Rouard; Robin San Roman; Yossi Adi; Axel Roebel; | arxiv-cs.SD | 2025-01-03 |
| 50 | Detecting Music Performance Errors with Transformers Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: To address (2), we present a novel data generation technique capable of creating large-scale synthetic music error datasets. |
BENJAMIN SHIUE-HAL CHOU et. al. | arxiv-cs.SD | 2025-01-03 |
| 51 | On The Robustness of Cover Version Identification Models: A Study Using Cover Versions from YouTube Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we annotate a subset of songs from YouTube sampled by a multi-modal uncertainty sampling approach and evaluate state-of-the-art models. |
Simon Hachmeier; Robert Jäschke; | arxiv-cs.MM | 2025-01-02 |
| 52 | MMVA: Multimodal Matching Based on Valence and Arousal Across Images, Music, and Musical Captions Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We introduce Multimodal Matching based on Valence and Arousal (MMVA), a tri-modal encoder framework designed to capture emotional content across images, music, and musical captions. |
Suhwan Choi; Kyu Won Kim; Myungjoo Kang; | arxiv-cs.SD | 2025-01-02 |
| 53 | MuQ: Self-Supervised Music Representation Learning with Mel Residual Vector Quantization Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose a self-supervised music representation learning model for music understanding. |
HAINA ZHU et. al. | arxiv-cs.SD | 2025-01-02 |
| 54 | Unrolled Creative Adversarial Network For Generating Novel Musical Pieces Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, a classical system was employed alongside a new system to generate creative music. |
Pratik Nag; | arxiv-cs.SD | 2024-12-31 |
| 55 | Text2midi: Generating Symbolic Music from Captions Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This paper introduces text2midi, an end-to-end model to generate MIDI files from textual descriptions. |
KESHAV BHANDARI et. al. | arxiv-cs.SD | 2024-12-21 |
| 56 | Music Genre Classification: Ensemble Learning with Subcomponents-level Attention Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The letter introduces a novel approach by combining ensemble learning with attention to sub-components, aiming to enhance the accuracy of identifying music genres. |
Yichen Liu; Abhijit Dasgupta; Qiwei He; | arxiv-cs.SD | 2024-12-20 |
| 57 | Tuning Music Education: AI-Powered Personalization in Learning Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In the second case study we prototype adaptive piano method books that use Automatic Music Transcription to generate exercises at different skill levels while retaining a close connection to musical interests. |
Mayank Sanganeria; Rohan Gala; | arxiv-cs.SD | 2024-12-18 |
| 58 | Detecting Machine-Generated Music with Explainability — A Challenge and Early Benchmarks Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: By providing a comprehensive comparison of benchmark results and their interpretability, we propose several directions to inspire future research to develop more robust and effective detection methods for MGM. |
Yupei Li; Qiyang Sun; Hanqian Li; Lucia Specia; Björn W. Schuller; | arxiv-cs.SD | 2024-12-17 |
| 59 | Leveraging User-Generated Metadata of Online Videos for Cover Song Identification Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a multi-modal approach for cover song identification on online video platforms. |
Simon Hachmeier; Robert Jäschke; | arxiv-cs.MM | 2024-12-16 |
| 60 | A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity Detection Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we provide a novel dataset of user-generated metadata and conduct a benchmark and a robustness study using recent LLMs with in-context-learning (ICL). |
Simon Hachmeier; Robert Jäschke; | arxiv-cs.CL | 2024-12-16 |
| 61 | Challenging Fairness: A Comprehensive Exploration of Bias in LLM-Based Recommendations Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Large Language Model (LLM)-based recommendation systems provide more comprehensive recommendations than traditional systems by deeply analyzing content and user behavior. However, … |
Shahnewaz Karim Sakib; Anindya Bijoy Das; | 2024 IEEE International Conference on Big Data (BigData) | 2024-12-15 |
| 62 | Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew’s Treatise Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This work presents a novel method for composing and improvising music inspired by Cornelius Cardew’s Treatise, using AI to bridge graphic notation and musical expression. |
Tornike Karchkhadze; Keren Shao; Shlomo Dubnov; | arxiv-cs.SD | 2024-12-12 |
| 63 | Multimodal Music Generation with Explicit Bridges and Retrieval Augmentation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We introduce a novel method named Visuals Music Bridge (VMB). |
BAISEN WANG et. al. | arxiv-cs.CV | 2024-12-12 |
| 64 | Frechet Music Distance: A Metric For Generative Symbolic Music Evaluation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper we introduce the Frechet Music Distance (FMD), a novel evaluation metric for generative symbolic music models, inspired by the Frechet Inception Distance (FID) in computer vision and Frechet Audio Distance (FAD) in generative audio. |
Jan Retkowski; Jakub Stępniak; Mateusz Modrzejewski; | arxiv-cs.SD | 2024-12-10 |
| 65 | Source Separation & Automatic Transcription for Music Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Using spectrogram masking, deep neural networks, and the MuseScore API, we attempt to create an end-to-end pipeline that allows for an initial music audio mixture (e.g.. |
Bradford Derby; Lucas Dunker; Samarth Galchar; Shashank Jarmale; Akash Setti; | arxiv-cs.SD | 2024-12-09 |
| 66 | AI TrackMate: Finally, Someone Who Will Give Your Music More Than Just Sounds Great! Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The rise of bedroom producers has democratized music creation, while challenging producers to objectively evaluate their work. To address this, we present AI TrackMate, an LLM-based music chatbot designed to provide constructive feedback on music productions. |
Yi-Lin Jiang; Chia-Ho Hsiung; Yen-Tung Yeh; Lu-Rong Chen; Bo-Yu Chen; | arxiv-cs.SD | 2024-12-09 |
| 67 | Advancing Music Therapy: Integrating Eastern Five-Element Music Theory and Western Techniques with AI in The Novel Five-Element Harmony System Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this article, we developed a music therapy system for the first time by applying the theory of the five elements in music therapy to practice. |
Yubo Zhou; Weizhen Bian; Kaitai Zhang; Xiaohan Gu; | arxiv-cs.HC | 2024-12-09 |
| 68 | MuMu-LLaMA: Multi-modal Music Understanding and Generation Via Large Language Models Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: To address this, we introduce a dataset with 167.69 hours of multi-modal data, including text, images, videos, and music annotations. Based on this dataset, we propose MuMu-LLaMA, a model that leverages pre-trained encoders for music, images, and videos. |
Shansong Liu; Atin Sakkeer Hussain; Qilong Wu; Chenshuo Sun; Ying Shan; | arxiv-cs.SD | 2024-12-09 |
| 69 | VidMusician: Video-to-Music Generation with Semantic-Rhythmic Alignment Via Hierarchical Visual Features Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose VidMusician, a parameter-efficient video-to-music generation framework built upon text-to-music models. |
SIFEI LI et. al. | arxiv-cs.SD | 2024-12-09 |
| 70 | Jess+: Designing Embodied AI for Interactive Music-making Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we discuss the conceptualisation and design of embodied AI within an inclusive music-making project. |
Craig Vear; Johann Benerradi; | arxiv-cs.HC | 2024-12-09 |
| 71 | M6: Multi-generator, Multi-domain, Multi-lingual and Cultural, Multi-genres, Multi-instrument Machine-Generated Music Detection Databases Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Detecting machine-generated music (MGMD) is, therefore, critical to safeguarding these domains, yet the field lacks comprehensive datasets to support meaningful progress. To address this gap, we introduce \textbf{M6}, a large-scale benchmark dataset tailored for MGMD research. |
Yupei Li; Hanqian Li; Lucia Specia; Björn W. Schuller; | arxiv-cs.SD | 2024-12-08 |
| 72 | Semi-Supervised Contrastive Learning for Controllable Video-to-Music Retrieval Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, identifying the best music for a video can be a difficult and time-consuming task. To address this challenge, we propose a novel framework for automatically retrieving a matching music clip for a given video, and vice versa. |
Shanti Stewart; Gouthaman KV; Lie Lu; Andrea Fanelli; | arxiv-cs.MM | 2024-12-08 |
| 73 | Aligned Music Notation and Lyrics Transcription Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This paper introduces and formalizes, for the first time, the Aligned Music Notation and Lyrics Transcription (AMNLT) challenge, which addresses the complete transcription of vocal scores by jointly considering music symbols, lyrics, and their synchronization. |
Eliseo Fuentes-Martínez; Antonio Ríos-Vila; Juan C. Martinez-Sevilla; David Rizo; Jorge Calvo-Zaragoza; | arxiv-cs.CV | 2024-12-05 |
| 74 | Missing Melodies: AI Music Generation and Its Nearly Complete Omission of The Global South Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We conducted an extensive analysis of over one million hours of audio datasets used in AI music generation research and manually reviewed more than 200 papers from eleven prominent AI and music conferences and organizations (AAAI, ACM, EUSIPCO, EURASIP, ICASSP, ICML, IJCAI, ISMIR, NeurIPS, NIME, SMC) to identify a critical gap in the fair representation and inclusion of the musical genres of the Global South in AI research. |
Atharva Mehta; Shivam Chauhan; Monojit Choudhury; | arxiv-cs.SD | 2024-12-05 |
| 75 | Exploring Transformer-Based Music Overpainting for Jazz Piano Variations Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We introduce VAR4000, a subset of a larger dataset for jazz piano performances, consisting of 4,352 training pairs. |
Eleanor Row; Ivan Shanin; György Fazekas; | arxiv-cs.SD | 2024-12-05 |
| 76 | Relationships Between Keywords and Strong Beats in Lyrical Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Artificial Intelligence (AI) song generation has emerged as a popular topic, yet the focus on exploring the latent correlations between specific lyrical and rhythmic features remains limited. In contrast, this pilot study particularly investigates the relationships between keywords and rhythmically stressed features such as strong beats in songs. |
Callie C. Liao; Duoduo Liao; Ellie L. Zhang; | arxiv-cs.SD | 2024-12-05 |
| 77 | SINGER: Vivid Audio-driven Singing Video Generation with Multi-scale Spectral Diffusion Model Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We observe that the differences between singing and talking audios manifest in terms of frequency and amplitude. |
YAN LI et. al. | arxiv-cs.CV | 2024-12-04 |
| 78 | MusicGen-Chord: Advancing Music Generation Through Chord Progressions and Interactive Web-UI Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: MusicGen is a music generation language model (LM) that can be conditioned on textual descriptions and melodic features. We introduce MusicGen-Chord, which extends this capability by incorporating chord progression features. |
Jongmin Jung; Andreas Jansson; Dasaem Jeong; | arxiv-cs.SD | 2024-11-29 |
| 79 | Music2Fail: Transfer Music to Failed Recorder Style Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we investigate another style transfer scenario called “failed-music style transfer”. |
CHON IN LEONG et. al. | arxiv-cs.SD | 2024-11-27 |
| 80 | Synthesising Handwritten Music with GANs: A Comprehensive Evaluation of CycleWGAN, ProGAN, and DCGAN Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper addresses the data scarcity problem by applying Generative Adversarial Networks (GANs) to synthesise realistic handwritten music sheets. |
Elona Shatri; Kalikidhar Palavala; George Fazekas; | arxiv-cs.CV | 2024-11-25 |
| 81 | Proceedings of The 6th International Workshop on Reading Music Systems Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The International Workshop on Reading Music Systems (WoRMS) is a workshop that tries to connect researchers who develop systems for reading music, such as in the field of Optical … |
Jorge Calvo-Zaragoza; Alexander Pacha; Elona Shatri; | arxiv-cs.CV | 2024-11-24 |
| 82 | A Training-Free Approach for Music Style Transfer with Latent Diffusion Models Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper introduces a novel training-free approach leveraging pre-trained Latent Diffusion Models (LDMs). |
SOOYOUNG KIM et. al. | arxiv-cs.SD | 2024-11-24 |
| 83 | DAIRHuM: A Platform for Directly Aligning AI Representations with Human Musical Judgments Applied to Carnatic Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents a platform for exploring the Direct alignment between AI music model Representations and Human Musical judgments (DAIRHuM). |
Prashanth Thattai Ravikumar; | arxiv-cs.SD | 2024-11-22 |
| 84 | Mode-conditioned Music Learning and Composition: A Spiking Neural Network Inspired By Neuroscience and Psychology Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a spiking neural network inspired by brain mechanisms and psychological theories to represent musical modes and keys, ultimately generating musical pieces that incorporate tonality features. |
Qian Liang; Yi Zeng; Menghaoran Tang; | arxiv-cs.SD | 2024-11-22 |
| 85 | Generative AI for Music and Audio Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this dissertation, I introduce the three main directions of my research centered around generative AI for music and audio: 1) multitrack music generation, 2) assistive music creation tools, and 3) multimodal learning for audio and music. |
Hao-Wen Dong; | arxiv-cs.SD | 2024-11-21 |
| 86 | Building Music with Lego Bricks and Raspberry Pi Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, a system to build music in an intuitive and accessible way, with Lego bricks, is presented. |
Ana M. Barbancho; Lorenzo J. Tardon; Isabel Barbancho; | arxiv-cs.HC | 2024-11-20 |
| 87 | Song Form-aware Full-Song Text-to-Lyrics Generation with Multi-Level Granularity Syllable Count Control Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose a framework for lyrics generation that enables multi-level syllable control at the word, phrase, line, and paragraph levels, aware of song form. |
Yunkee Chae; Eunsik Shin; Hwang Suntae; Seungryeol Paik; Kyogu Lee; | arxiv-cs.CL | 2024-11-20 |
| 88 | Oblivious Algorithms for Maximum Directed Cut: New Upper and Lower Bounds Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we narrow the gap between upper and lower bounds on the best approximation ratio achievable by oblivious algorithms for Max-Directed-Cut. |
Samuel Hwang; Noah G. Singer; Santhoshini Velusamy; | arxiv-cs.DS | 2024-11-19 |
| 89 | Improving Controllability and Editability for Pretrained Text-to-Music Generation Models Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: These challenges include providing sufficient control over the generated content and allowing for flexible, precise edits. This thesis tackles these issues by introducing a series of advancements that progressively build upon each other, enhancing the controllability and editability of text-to-music generation models. |
Yixiao Zhang; | arxiv-cs.SD | 2024-11-19 |
| 90 | Zero-Shot Crate Digging: DJ Tool Retrieval Using Speech Activity, Music Structure And CLAP Embeddings Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work we demonstrate an approach to discovering DJ tools in personal music collections. |
Iroro Orife; | arxiv-cs.SD | 2024-11-18 |
| 91 | Do Captioning Metrics Reflect Music Semantic Alignment? Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present cases where traditional metrics are vulnerable to syntactic changes, and show they do not correlate well with human judgments. By addressing these issues, we aim to emphasize the need for a critical reevaluation of how music captions are assessed. |
Jinwoo Lee; Kyogu Lee; | arxiv-cs.SD | 2024-11-18 |
| 92 | Examining Platformization in Cultural Production: A Comparative Computational Analysis of Hit Songs on TikTok and Spotify Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This study explores how TikTok and Spotify, situated in different governance and user contexts, could influence digital music production and reception within each platform and between each other. |
Na Ta; Fang Jiao; Cong Lin; Cuihua Shen; | arxiv-cs.SI | 2024-11-17 |
| 93 | Language Models for Music Medicine Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose fine-tuning MusicGen, a music-generating transformer model, to create short musical clips that assist patients in transitioning from negative to desired emotional states. |
EMMANOUIL NIKOLAKAKIS et. al. | arxiv-cs.SD | 2024-11-13 |
| 94 | PerceiverS: A Multi-Scale Perceiver with Effective Segmentation for Long-Term Expressive Symbolic Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, creating symbolic music that is both long-structured and expressive remains a considerable challenge. In this paper, we propose PerceiverS (Segmentation and Scale), a novel architecture designed to address this issue by leveraging both Effective Segmentation and Multi-Scale attention mechanisms. |
Yungang Yi; Weihua Li; Matthew Kuo; Quan Bai; | arxiv-cs.AI | 2024-11-12 |
| 95 | Music Discovery Dialogue Generation Using Human Intent Analysis and Large Language Models Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we present a data generation framework for rich music discovery dialogue using a large language model (LLM) and user intents, system actions, and musical attributes. |
SeungHeon Doh; Keunwoo Choi; Daeyong Kwon; Taesu Kim; Juhan Nam; | arxiv-cs.SD | 2024-11-11 |
| 96 | Timing and Dynamics of The Rosanna Shuffle Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this analysis, we examine the timing and dynamics of the original drum track, focusing on rhythmic variations such as swing factor, microtiming deviations, tempo drift, and the overall dynamics of the hi-hat pattern. |
Esa Räsänen; Niko Gullsten; Otto Pulkkinen; Tuomas Virtanen; | arxiv-cs.SD | 2024-11-11 |
| 97 | Generating Mixcode Popular Songs with Artificial Intelligence: Concepts, Plans, and Speculations Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper discusses a proposed project integrating artificial intelligence and popular music, with the ultimate goal of creating a powerful tool for implementing music for social transformation, education, healthcare, and emotional well-being. |
Abhishek Kaushik; Kayla Rush; | arxiv-cs.IR | 2024-11-10 |
| 98 | Harnessing High-Level Song Descriptors Towards Natural Language-Based Music Recommendation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we assess LMs effectiveness in recommending songs based on user natural language descriptions and items with descriptors like genres, moods, and listening contexts. |
Elena V. Epure; Gabriel Meseguer-Brocal; Darius Afchar; Romain Hennequin; | arxiv-cs.IR | 2024-11-08 |
| 99 | Long-Form Text-to-Music Generation with Adaptive Prompts: A Case of Study in Tabletop Role-Playing Games Soundtracks Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We introduce Babel Bardo, a system that uses Large Language Models (LLMs) to transform speech transcriptions into music descriptions for controlling a text-to-music model. |
Felipe Marra; Lucas N. Ferreira; | arxiv-cs.SD | 2024-11-06 |
| 100 | MoMu-Diffusion: On Learning Long-Term Motion-Music Synchronization and Correspondence Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, to date, there has been no work that considers them jointly to explore the modality alignment within. To bridge this gap, we propose a novel framework, termed MoMu-Diffusion, for long-term and synchronous motion-music generation. |
FUMING YOU et. al. | arxiv-cs.SD | 2024-11-04 |
| 101 | PIAST: A Multimodal Piano Dataset with Audio, Symbolic and Text Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: While piano music has become a significant area of study in Music Information Retrieval (MIR), there is a notable lack of datasets for piano solo music with text labels. To address this gap, we present PIAST (PIano dataset with Audio, Symbolic, and Text), a piano music dataset. |
HAYEON BANG et. al. | arxiv-cs.SD | 2024-11-04 |
| 102 | Sing-On-Your-Beat: Simple Text-Controllable Accompaniment Generations Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: With advancements in deep learning, previous research has focused on generating suitable accompaniments but often lacks precise alignment with the desired instrumentation and genre. To address this, we propose a straightforward method that enables control over the accompaniment through text prompts, allowing the generation of music that complements the vocals and aligns with the song instrumental and genre requirements. |
Quoc-Huy Trinh; Minh-Van Nguyen; Trong-Hieu Nguyen Mau; Khoa Tran; Thanh Do; | arxiv-cs.SD | 2024-11-03 |
| 103 | Assessing The Impact of Sampling, Remixes, and Covers on Original Song Popularity Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Using Who Sampled data and Google Trends, we examine how the popularity of a borrowing song affects the original. |
Guilherme Soares S. dos Santos; Flavio Figueiredo; | arxiv-cs.SI | 2024-11-02 |
| 104 | I’ve Heard This Before: Initial Results on Tiktok’s Impact On The Re-Popularization of Songs Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we analyze how TikTok helps to revitalize older songs. |
Breno Matos; Francisco Galuppo; Rennan Cordeiro; Flavio Figueiredo; | arxiv-cs.SI | 2024-11-02 |
| 105 | Music Foundation Model As Generic Booster for Music Downstream Tasks Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We introduce SoniDo, a music foundation model (MFM) designed to extract hierarchical features from target music samples. |
WEIHSIANG LIAO et. al. | arxiv-cs.SD | 2024-11-02 |
| 106 | MIRFLEX: Music Information Retrieval Feature Library for Extraction Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This paper introduces an extendable modular system that compiles a range of music feature extraction models to aid music information retrieval research. |
Anuradha Chopra; Abhinaba Roy; Dorien Herremans; | arxiv-cs.SD | 2024-11-01 |
| 107 | Machine Learning Framework for Audio-Based Content Evaluation Using MFCC, Chroma, Spectral Contrast, and Temporal Feature Engineering Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This study presents a machine learning framework for assessing similarity between audio content and predicting sentiment score. |
Aris J. Aristorenas; | arxiv-cs.SD | 2024-10-31 |
| 108 | Semi-Supervised Self-Learning Enhanced Music Emotion Recognition Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To handle the noisy label issue, we propose a semi-supervised self-learning (SSSL) method, which can differentiate between samples with correct and incorrect labels in a self-learning manner, thus effectively utilizing the augmented segment-level data. |
Yifu Sun; Xulong Zhang; Monan Zhou; Wei Li; | arxiv-cs.SD | 2024-10-29 |
| 109 | Emotion-Guided Image to Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents an emotion-guided image-to-music generation framework that leverages the Valence-Arousal (VA) emotional space to produce music that aligns with the emotional tone of a given image. |
Souraja Kundu; Saket Singh; Yuji Iwahori; | arxiv-cs.SD | 2024-10-29 |
| 110 | ExpressiveSinger: Multilingual and Multi-Style Score-based Singing Voice Synthesis with Expressive Performance Control Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Singing Voice Synthesis (SVS) has significantly advanced with deep generative models, achieving high audio quality but still struggling with musicality, mainly due to the lack of … |
Shuqi Dai; Ming-Yu Liu; Rafael Valle; Siddharth Gururani; | ACM Multimedia | 2024-10-28 |
| 111 | MidiTok Visualizer: A Tool for Visualization and Analysis of Tokenized MIDI Symbolic Music Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Symbolic music research plays a crucial role in music-related machine learning, but MIDI data can be complex for those without musical expertise. To address this issue, we present MidiTok Visualizer, a web application designed to facilitate the exploration and visualization of various MIDI tokenization methods from the MidiTok Python package. |
Michał Wiszenko; Kacper Stefański; Piotr Malesa; Łukasz Pokorzyński; Mateusz Modrzejewski; | arxiv-cs.SD | 2024-10-27 |
| 112 | Symbotunes: Unified Hub for Symbolic Music Generative Models Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Therefore, directly comparing the methods or becoming acquainted with them may present challenges. To mitigate this issue we introduce Symbotunes, an open-source unified hub for symbolic music generative models. |
Paweł Skierś; Maksymilian Łazarski; Michał Kopeć; Mateusz Modrzejewski; | arxiv-cs.SD | 2024-10-27 |
| 113 | An Approach to Hummed-tune and Song Sequences Matching Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper covers details about the pre-processed data from the original type (mp3) to usable form for training and inference. |
LOC BAO PHAM et. al. | arxiv-cs.SD | 2024-10-27 |
| 114 | MusicFlow: Cascaded Flow Matching for Text Guided Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We introduce MusicFlow, a cascaded text-to-music generation model based on flow matching. |
K R PRAJWAL et. al. | arxiv-cs.SD | 2024-10-27 |
| 115 | Arabic Music Classification and Generation Using Deep Learning Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The dataset used in this project consists of new and classical Egyptian music pieces composed by different composers. |
MOHAMED ELSHAARAWY et. al. | arxiv-cs.SD | 2024-10-25 |
| 116 | Melody Construction for Persian Lyrics Using LSTM Recurrent Neural Networks Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The present paper investigated automatic melody construction for Persian lyrics as an input. |
Farshad Jafari; Farzad Didehvar; Amin Gheibi; | arxiv-cs.SD | 2024-10-23 |
| 117 | Exploring Tokenization Methods for Multitrack Sheet Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This study explores the tokenization of multitrack sheet music in ABC notation, introducing two methods–bar-stream and line-stream patching. |
Yashan Wang; Shangda Wu; Xingjian Du; Maosong Sun; | arxiv-cs.SD | 2024-10-23 |
| 118 | Striking A New Chord: Neural Networks in Music Information Dynamics Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Specifically, we compare LSTM, Transformer, and GPT models against a widely-used markov model to predict a chord event following a sequence of chords. |
Farshad Jafari; Claire Arthur; | arxiv-cs.IT | 2024-10-23 |
| 119 | Audio-to-Score Conversion Model Based on Whisper Methodology Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This thesis innovatively introduces the Orpheus’ Score, a custom notation system that converts music information into tokens, designs a custom vocabulary library, and trains a corresponding custom tokenizer. |
Hongyao Zhang; Bohang Sun; | arxiv-cs.SD | 2024-10-22 |
| 120 | Musinger: Communication of Music Over A Distance with Wearable Haptic Display and Touch Sensitive Surface Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This study explores the integration of auditory and tactile experiences in musical haptics, focusing on enhancing sensory dimensions of music through touch. Addressing the gap in translating auditory signals to meaningful tactile feedback, our research introduces a novel method involving a touch-sensitive recorder and a wearable haptic display that captures musical interactions via force sensors and converts these into tactile sensations. |
MIGUEL ALTAMIRANO CABRERA et. al. | arxiv-cs.HC | 2024-10-21 |
| 121 | Music2P: A Multi-Modal AI-Driven Tool for Simplifying Album Cover Design Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Our ultimate goal is to provide a tool that empowers musicians and producers, especially those with limited resources or expertise, to create compelling album covers. |
Joong Ho Choi; Geonyeong Choi; Ji Eun Han; Wonjin Yang; Zhi-Qi Cheng; | cikm | 2024-10-21 |
| 122 | OpenMU: Your Swiss Army Knife for Music Understanding Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We present OpenMU-Bench, a large-scale benchmark suite for addressing the data scarcity issue in training multimodal language models to understand music. |
MENGJIE ZHAO et. al. | arxiv-cs.SD | 2024-10-20 |
| 123 | ArchiTone: A LEGO-Inspired Gamified System for Visualized Music Education Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Informed by formative investigation and inspired by LEGO, we introduce ArchiTone, a gamified system that employs constructivism by visualizing music theory concepts as musical blocks and buildings for music education. |
JIAXING YU et. al. | arxiv-cs.HC | 2024-10-20 |
| 124 | Audio Processing Using Pattern Recognition for Music Genre Classification Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This research aims to contribute to improving music recommendation systems and content curation. |
Sivangi Chatterjee; Srishti Ganguly; Avik Bose; Hrithik Raj Prasad; Arijit Ghosal; | arxiv-cs.SD | 2024-10-19 |
| 125 | CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language Models Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: These limitations reduce their effectiveness in a global, multimodal music environment. To address these issues, we introduce CLaMP 2, a system compatible with 101 languages that supports both ABC notation (a text-based musical notation format) and MIDI (Musical Instrument Digital Interface) for music information retrieval. |
SHANGDA WU et. al. | arxiv-cs.SD | 2024-10-17 |
| 126 | Music Therapy for Autism Spectrum Disorder: A Comprehensive Literature Review on Therapeutic Efficacy, Limitations, and AI Integration Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Autism Spectrum Disorder (ASD) is a neurological and developmental condition that presents considerable social, behavioral, and communicative challenges to those diagnosed with … |
Beatrice Low; Xindi Liu; Richard Z. Li; Elizabeth Ren; Jasmine X Zhang; | 2024 IEEE 15th Annual Ubiquitous Computing, Electronics & … | 2024-10-17 |
| 127 | MeloTrans: A Text to Symbolic Music Generation Model Following Human Composition Habit Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To archive this, we develop the POP909$\_$M dataset, the first to include labels for musical motifs and their variants, providing a basis for mimicking human compositional habits. Building on this, we propose MeloTrans, a text-to-music composition model that employs principles of motif development rules. |
YUTIAN WANG et. al. | arxiv-cs.SD | 2024-10-17 |
| 128 | Do We Need More Complex Representations for Structure? A Comparison of Note Duration Representation for Music Transformers Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we inquire if the off-the-shelf Music Transformer models perform just as well on structural similarity metrics using only unannotated MIDI information. |
Gabriel Souza; Flavio Figueiredo; Alexei Machado; Deborah Guimarães; | arxiv-cs.SD | 2024-10-14 |
| 129 | M2M-Gen: A Multimodal Framework for Automated Background Music Generation in Japanese Manga Using Large Language Models Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper introduces M2M Gen, a multi modal framework for generating background music tailored to Japanese manga. |
Megha Sharma; Muhammad Taimoor Haseeb; Gus Xia; Yoshimasa Tsuruoka; | arxiv-cs.SD | 2024-10-13 |
| 130 | Small Tunes Transformer: Exploring Macro & Micro-Level Hierarchies for Skeleton-Conditioned Melody Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, we delve into the multi-level structures within music from macro-level and micro-level hierarchies. |
Yishan Lv; Jing Luo; Boyuan Ju; Xinyu Yang; | arxiv-cs.SD | 2024-10-11 |
| 131 | Efficient Fine-Grained Guidance for Diffusion-Based Symbolic Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Developing generative models to create or conditionally create symbolic music presents unique challenges due to the combination of limited data availability and the need for high precision in note pitch. To address these challenges, we introduce an efficient Fine-Grained Guidance (FGG) approach within diffusion models. |
Tingyu Zhu; Haoyu Liu; Ziyu Wang; Zhimin Jiang; Zeyu Zheng; | arxiv-cs.SD | 2024-10-10 |
| 132 | Song Emotion Classification of Lyrics with Out-of-Domain Data Under Label Scarcity Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We examine the novel usage of a large out-of-domain dataset as a creative solution to the challenge of training data scarcity in the emotional classification of song lyrics. |
Jonathan Sakunkoo; Annabella Sakunkoo; | arxiv-cs.CL | 2024-10-08 |
| 133 | Art2Mus: Bridging Visual Arts and Music Through Cross-Modal Generation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: However, existing image-to-music models are limited to simple images, lacking the capability to generate music from complex digitized artworks. To address this gap, we introduce $\mathcal{A}\textit{rt2}\mathcal{M}\textit{us}$, a novel model designed to create music from digitized artworks or text inputs. |
Ivan Rinaldi; Nicola Fanelli; Giovanna Castellano; Gennaro Vessio; | arxiv-cs.MM | 2024-10-07 |
| 134 | UniMuMo: Unified Text, Music and Motion Generation Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: We introduce UniMuMo, a unified multimodal model capable of taking arbitrary text, music, and motion data as input conditions to generate outputs across all three modalities. To … |
HAN YANG et. al. | ArXiv | 2024-10-06 |
| 135 | Enriching Music Descriptions with A Finetuned-LLM and Metadata for Text-to-Music Retrieval Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: However, users also articulate a need to explore music that shares similarities with their favorite tracks or artists, such as \textit{I need a similar track to Superstition by Stevie Wonder}. To address these concerns, this paper proposes an improved Text-to-Music Retrieval model, denoted as TTMR++, which utilizes rich text descriptions generated with a finetuned large language model and metadata. |
SeungHeon Doh; Minhee Lee; Dasaem Jeong; Juhan Nam; | arxiv-cs.SD | 2024-10-04 |
| 136 | SoundSignature: What Type of Music Do You Like? Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: . In this paper, we highlight the application’s innovative features and educational potential, and present findings from a pilot user study that evaluates its efficacy and usability. |
Brandon James Carone; Pablo Ripollés; | arxiv-cs.SD | 2024-10-04 |
| 137 | SONIQUE: Video Background Music Generation Using Unpaired Audio-Visual Data Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We present SONIQUE, a model for generating background music tailored to video content. |
Liqian Zhang; Magdalena Fuentes; | arxiv-cs.SD | 2024-10-04 |
| 138 | CoLLAP: Contrastive Long-form Language-Audio Pretraining with Musical Temporal Structure Augmentation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose Contrastive Long-form Language-Audio Pretraining (\textbf{CoLLAP}) to significantly extend the perception window for both the input audio (up to 5 minutes) and the language descriptions (exceeding 250 words), while enabling contrastive learning across modalities and temporal dynamics. |
JUNDA WU et. al. | arxiv-cs.SD | 2024-10-03 |
| 139 | Generating Symbolic Music from Natural Language Prompts Using An LLM-Enhanced Dataset Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we present MetaScore, a new dataset consisting of 963K musical scores paired with rich metadata, including free-form user-annotated tags, collected from an online music forum. |
Weihan Xu; Julian McAuley; Taylor Berg-Kirkpatrick; Shlomo Dubnov; Hao-Wen Dong; | arxiv-cs.SD | 2024-10-02 |
| 140 | Analyzing Byte-Pair Encoding on Monophonic and Polyphonic Symbolic Music: A Focus on Musical Phrase Segmentation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Given that symbolic music can differ significantly from text, particularly with polyphony, we investigate how BPE behaves with different types of musical content. This study provides a qualitative analysis of BPE’s behavior across various instrumentations and evaluates its impact on a musical phrase segmentation task for both monophonic and polyphonic music. |
Dinh-Viet-Toan Le; Louis Bigo; Mikaela Keller; | arxiv-cs.IR | 2024-10-02 |
| 141 | Agent-Driven Large Language Models for Mandarin Lyric Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this research, we developed a multi-agent system that decomposes the melody-to-lyric task into sub-tasks, with each agent controlling rhyme, syllable count, lyric-melody alignment, and consistency. |
Hong-Hsiang Liu; Yi-Wen Liu; | arxiv-cs.CL | 2024-10-02 |
| 142 | Do Music Generation Models Encode Music Theory? Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Thus, we introduce SynTheory, a synthetic MIDI and audio music theory dataset, consisting of tempos, time signatures, notes, intervals, scales, chords, and chord progressions concepts. |
Megan Wei; Michael Freeman; Chris Donahue; Chen Sun; | arxiv-cs.SD | 2024-10-01 |
| 143 | An Adaptive Melody Search Algorithm Based on Low-level Heuristics for Material Feeding Scheduling Optimization in A Hybrid Kitting System Related Papers Related Patents Related Grants Related Venues Related Experts View |
Yufan Huang; Ling-zhi Zhao; Binghai Zhou; | Adv. Eng. Informatics | 2024-10-01 |
| 144 | Melody-Guided Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We present the Melody-Guided Music Generation (MG2) model, a novel approach using melody to guide the text-to-music generation that, despite a simple method and limited resources, achieves excellent performance. |
Shaopeng Wei; Manzhen Wei; Haoyu Wang; Yu Zhao; Gang Kou; | arxiv-cs.SD | 2024-09-30 |
| 145 | Integrating Text-to-Music Models with Language Models: Composing Long Structured Music Pieces Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper proposes integrating a text-to-music model with a large language model to generate music with form. |
Lilac Atassi; | arxiv-cs.SD | 2024-09-30 |
| 146 | SongTrans: An Unified Song Transcription and Alignment Method for Lyrics and Notes Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: While there are tools available for lyric or note transcription tasks, they all need pre-processed data which is relatively time-consuming (e.g., vocal and accompaniment separation). Besides, most of these tools are designed to address a single task and struggle with aligning lyrics and notes (i.e., identifying the corresponding notes of each word in lyrics). |
SIWEI WU et. al. | arxiv-cs.SD | 2024-09-22 |
| 147 | MuCodec: Ultra Low-Bitrate Music Codec Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Due to the complexity of music backgrounds and the richness of vocals, solely relying on modeling semantic or acoustic information cannot effectively reconstruct music with both vocals and backgrounds. To address this issue, we propose MuCodec, specifically targeting music compression and reconstruction tasks at ultra low bitrates. |
YAOXUN XU et. al. | arxiv-cs.SD | 2024-09-20 |
| 148 | Exploring Bat Song Syllable Representations in Self-supervised Audio Encoders Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: How well can deep learning models trained on human-generated sounds distinguish between another species’ vocalization types? |
Marianne de Heer Kloots; Mirjam Knörnschild; | arxiv-cs.SD | 2024-09-19 |
| 149 | $\text{M}^\text{6}(\text{GPT})^\text{3}$: Generating Multitrack Modifiable Multi-Minute MIDI Music from Text Using Genetic Algorithms, Probabilistic Methods and GPT Models in Any Progression and Time Signature Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose a genetic algorithm for the generation of melodic elements. |
Jakub Poćwiardowski; Mateusz Modrzejewski; Marek S. Tatara; | arxiv-cs.SD | 2024-09-19 |
| 150 | FruitsMusic: A Real-World Corpus of Japanese Idol-Group Songs Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This study presents FruitsMusic, a metadata corpus of Japanese idol-group songs in the real world, precisely annotated with who sings what and when. |
Hitoshi Suda; Shunsuke Yoshida; Tomohiko Nakamura; Satoru Fukayama; Jun Ogata; | arxiv-cs.SD | 2024-09-19 |
| 151 | Simultaneous Music Separation and Generation Using Multi-Track Latent Diffusion Models Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we introduce a latent diffusion-based multi-track generation model capable of both source separation and multi-track music synthesis by learning the joint probability distribution of tracks sharing a musical context. |
Tornike Karchkhadze; Mohammad Rasool Izadi; Shlomo Dubnov; | arxiv-cs.SD | 2024-09-18 |
| 152 | METEOR: Melody-aware Texture-controllable Symbolic Orchestral Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we propose METEOR, a model for Melody-aware Texture-controllable Orchestral music generation. |
Dinh-Viet-Toan Le; Yi-Hsuan Yang; | arxiv-cs.SD | 2024-09-18 |
| 153 | Evaluation of Pretrained Language Models on Music Understanding Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: Music-text multimodal systems have enabled new approaches to Music Information Research (MIR) applications such as audio-to-text and text-to-audio retrieval, text-based song … |
Yannis Vasilakis; Rachel M. Bittner; Johan Pauwels; | ArXiv | 2024-09-17 |
| 154 | PDMX: A Large-Scale Public Domain MusicXML Dataset for Symbolic Music Processing Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Such issues highlight the need for publicly available, copyright-free musical data, in which there is a large shortage, particularly for symbolic music data. To alleviate this issue, we present PDMX: a large-scale open-source dataset of over 250K public domain MusicXML scores collected from the score-sharing forum MuseScore, making it the largest available copyright-free symbolic music dataset to our knowledge. |
Phillip Long; Zachary Novack; Taylor Berg-Kirkpatrick; Julian McAuley; | arxiv-cs.SD | 2024-09-16 |
| 155 | Unveiling and Mitigating Bias in Large Language Model Recommendations: A Path to Fairness Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This study explores the interplay between bias and LLM-based recommendation systems, focusing on music, song, and book recommendations across diverse demographic and cultural groups. |
Anindya Bijoy Das; Shahnewaz Karim Sakib; | arxiv-cs.IR | 2024-09-16 |
| 156 | MusicLIME: Explainable Multimodal Music Understanding Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we introduce MusicLIME, a model-agnostic feature importance explanation method designed for multimodal music models. |
Theodoros Sotirou; Vassilis Lyberatos; Orfeas Menis Mastromichalakis; Giorgos Stamou; | arxiv-cs.SD | 2024-09-16 |
| 157 | Constructing A Singing Style Caption Dataset Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: However, existing open-source audio-text datasets for voice generation tend to capture only a very limited range of attributes, often missing musical characteristics of the audio. To fill this gap, we introduce S2Cap, an audio-text pair dataset with a diverse set of attributes. |
Hyunjong Ok; Jaeho Lee; | arxiv-cs.CL | 2024-09-15 |
| 158 | ELMI: Interactive and Intelligent Sign Language Translation of Lyrics for Song Signing Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present ELMI, an accessible song-signing tool that assists in translating lyrics into sign language. |
Suhyeon Yoo; Khai N. Truong; Young-Ho Kim; | arxiv-cs.HC | 2024-09-15 |
| 159 | Prevailing Research Areas for Music AI in The Era of Foundation Models Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We then overview different generative models, forms of evaluating these models, and their computational constraints/limitations. Subsequently, we highlight applications of these generative models towards extensions to multiple modalities and integration with artists’ workflow as well as music education systems. |
Megan Wei; Mateusz Modrzejewski; Aswin Sivaraman; Dorien Herremans; | arxiv-cs.SD | 2024-09-14 |
| 160 | A Survey of Foundation Models for Music Understanding Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The rapid advancement of artificial intelligence (AI) has introduced new ways to analyze music, aiming to replicate human understanding of music and provide related services. |
WENJUN LI et. al. | arxiv-cs.SD | 2024-09-14 |
| 161 | Towards Leveraging Contrastively Pretrained Neural Audio Embeddings for Recommender Tasks Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Our experiments demonstrate that neural embeddings, particularly those generated with the Contrastive Language-Audio Pretraining (CLAP) model, present a promising approach to enhancing music recommendation tasks within graph-based frameworks. |
Florian Grötschla; Luca Strässle; Luca A. Lanzendörfer; Roger Wattenhofer; | arxiv-cs.SD | 2024-09-13 |
| 162 | Seed-Music: A Unified Framework for High Quality and Controlled Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We introduce Seed-Music, a suite of music generation systems capable of producing high-quality music with fine-grained style control. |
YE BAI et. al. | arxiv-cs.SD | 2024-09-13 |
| 163 | Bridging Paintings and Music — Exploring Emotion Based Music Generation Through Paintings Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This research develops a model capable of generating music that resonates with the emotions depicted in visual arts, integrating emotion labeling, image captioning, and language models to transform visual inputs into musical compositions. |
Tanisha Hisariya; Huan Zhang; Jinhua Liang; | arxiv-cs.SD | 2024-09-12 |
| 164 | VMAS: Video-to-Music Generation Via Semantic Alignment in Web Music Videos Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present a framework for learning to generate background music from video inputs. |
Yan-Bo Lin; Yu Tian; Linjie Yang; Gedas Bertasius; Heng Wang; | arxiv-cs.MM | 2024-09-11 |
| 165 | A Two-Stage Band-Split Mamba-2 Network For Music Separation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This paper applies Mamba-2 with a two-stage strategy, which introduces residual mapping based on the mask method, effectively compensating for the details absent in the mask and further improving separation performance. |
Jinglin Bai; Yuan Fang; Jiajie Wang; Xueliang Zhang; | arxiv-cs.SD | 2024-09-10 |
| 166 | RobustSVC: HuBERT-based Melody Extractor and Adversarial Learning for Robust Singing Voice Conversion Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, current separating methods struggle to fully remove noise or excessively suppress signal components, affecting the naturalness and similarity of the processed audio. To tackle this, our study introduces RobustSVC, a novel any-to-one SVC framework that converts noisy vocals into clean vocals sung by the target singer. |
WEI CHEN et. al. | arxiv-cs.SD | 2024-09-10 |
| 167 | An End-to-End Approach for Chord-Conditioned Song Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Given the inaccuracy of automatic chord extractors, we devise a robust cross-attention mechanism augmented with dynamic weight sequence to integrate extracted chord information into song generations and reduce frame-level flaws, and propose a novel model termed Chord-Conditioned Song Generator (CSG) based on it. |
SHUOCHEN GAO et. al. | arxiv-cs.SD | 2024-09-10 |
| 168 | Benchmarking Sub-Genre Classification For Mainstage Dance Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To address the absence of comprehensive datasets and high-performing methods in the classification of mainstage dance music, this work introduces a novel benchmark comprising a new dataset and a baseline. |
Hongzhi Shu; Xinglin Li; Hongyu Jiang; Minghao Fu; Xinyu Li; | arxiv-cs.SD | 2024-09-10 |
| 169 | Musical Chords: A Novel Java Algorithm and App Utility to Enumerate Chord-Progressions Adhering to Music Theory Guidelines Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To address these limitations, a novel Java Algorithm and automated music theory chord progression and variations generator App has been developed. This App offers a piano user interface, that applies music theory to generate all possible four-chord and eight-chord progressions and produces three alternate variations of the generated progressions selected by the user. |
Aditya Lakshminarasimhan; | arxiv-cs.SD | 2024-09-09 |
| 170 | SongCreator: Lyrics-based Universal Song Generation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: While various aspects of song generation have been explored by previous works, such as singing voice, vocal composition and instrumental arrangement, etc., generating songs with both vocals and accompaniment given lyrics remains a significant challenge, hindering the application of music generation models in the real world. In this light, we propose SongCreator, a song-generation system designed to tackle this challenge. |
SHUN LEI et. al. | arxiv-cs.SD | 2024-09-09 |
| 171 | Latent Diffusion Bridges for Unsupervised Musical Audio Timbre Transfer Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a novel method based on dual diffusion bridges, trained using the CocoChorales Dataset, which consists of unpaired monophonic single-instrument audio data. |
MICHELE MANCUSI et. al. | arxiv-cs.SD | 2024-09-09 |
| 172 | Mel-RoFormer for Vocal Separation and Vocal Melody Transcription Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we introduce Mel-RoFormer, a spectrogram-based model featuring two key designs: a novel Mel-band Projection module at the front-end to enhance the model’s capability to capture informative features across multiple frequency bands, and interleaved RoPE Transformers to explicitly model the frequency and time dimensions as two separate sequences. |
Ju-Chiang Wang; Wei-Tsung Lu; Jitong Chen; | arxiv-cs.SD | 2024-09-06 |
| 173 | Enhancing Sequential Music Recommendation with Personalized Popularity Awareness Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Moreover, music consumption is characterized by a prevalence of repeated listening, i.e., users frequently return to their favourite tracks, an important signal that could be framed as individual or personalized popularity. This paper addresses these challenges by introducing a novel approach that incorporates personalized popularity information into sequential recommendation. |
Davide Abbattista; Vito Walter Anelli; Tommaso Di Noia; Craig Macdonald; Aleksandr Vladimirovich Petrov; | arxiv-cs.IR | 2024-09-06 |
| 174 | Multi-Track MusicLDM: Towards Versatile Music Generation with Latent Diffusion Model Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This process involves composing each instrument to align with existing ones in terms of beat, dynamics, harmony, and melody, requiring greater precision and control over tracks than text prompts usually provide. In this work, we address these challenges by extending the MusicLDM, a latent diffusion model for music, into a multi-track generative model. |
Tornike Karchkhadze; Mohammad Rasool Izadi; Ke Chen; Gerard Assayag; Shlomo Dubnov; | arxiv-cs.SD | 2024-09-04 |
| 175 | MusicMamba: A Dual-Feature Modeling Approach for Generating Chinese Traditional Music with Modal Precision Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: However, existing research primarily focuses on Western music and encounters challenges in generating melodies for Chinese traditional music, especially in capturing modal characteristics and emotional expression. To address these issues, we propose a new architecture, the Dual-Feature Modeling Module, which integrates the long-range dependency modeling of the Mamba Block with the global structure capturing capabilities of the Transformer Block. |
JIATAO CHEN et. al. | arxiv-cs.SD | 2024-09-04 |
| 176 | Diffusion-Based Sound Synthesis in Music Production Related Papers Related Patents Related Grants Related Venues Related Experts View |
Pierre-Louis Wolfgang Léon Suckrow; Christoph Johannes Weber; Sylvia Rothe; | El Farmaceutico | 2024-09-02 |
| 177 | Considerations and Concerns of Professional Game Composers Regarding Artificially Intelligent Music Technology Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Artificially intelligent music technology (AIMT) is a promising field with great potential for creating innovation in music. However, the considerations and concerns surrounding … |
Kyle Worrall; Tom Collins; | IEEE Transactions on Games | 2024-09-01 |
| 178 | MMT-BERT: Chord-aware Symbolic Music Generation Based on Multitrack Music Transformer and MusicBERT Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Current techniques dedicated to symbolic music generation generally encounter two significant challenges: training data’s lack of information about chords and scales and the requirement of specially designed model architecture adapted to the unique format of symbolic music representation. In this paper, we solve the above problems by introducing new symbolic music representation with MusicLang chord analysis model. |
Jinlong Zhu; Keigo Sakurai; Ren Togo; Takahiro Ogawa; Miki Haseyama; | arxiv-cs.SD | 2024-09-01 |
| 179 | Application Research of Short-Time Fourier Transform in Music Generation Based on The Parallel WaveGan System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Despite the widespread use of Fourier transform (FT) networks and generative adversarial networks (GANs) in audio signal processing, their practical effectiveness in unsupervised … |
Jun Min; Zhiwei Gao; Lei Wang; Aihua Zhang; | IEEE Transactions on Industrial Informatics | 2024-09-01 |
| 180 | FLUX That Plays Music Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This paper explores a simple extension of diffusion-based rectified flow Transformers for text-to-music generation, termed as FluxMusic. |
Zhengcong Fei; Mingyuan Fan; Changqian Yu; Junshi Huang; | arxiv-cs.SD | 2024-08-31 |
| 181 | Toward A More Complete OMR Solution Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this study, we focus on the MUSCIMA++ v2.0 dataset, which represents musical notation as a graph with pairwise relationships among detected music objects, and we consider both stages together. |
Guang Yang; Muru Zhang; Lin Qiu; Yanming Wan; Noah A. Smith; | arxiv-cs.CV | 2024-08-30 |
| 182 | REFFLY: Melody-Constrained Lyrics Editing Model Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we introduce REFFLY (REvision Framework For Lyrics), the first revision framework designed to edit arbitrary forms of plain text draft into high-quality, full-fledged song lyrics. |
Songyan Zhao; Bingxuan Li; Yufei Tian; Nanyun Peng; | arxiv-cs.CL | 2024-08-30 |
| 183 | Transformers Meet ACT-R: Repeat-Aware and Sequential Listening Session Recommendation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This is a crucial limitation for music recommendation, as repeatedly listening to the same song over time is a common phenomenon that can even change the way users perceive this song. In this paper, we introduce PISA (Psychology-Informed Session embedding using ACT-R), a session-level sequential recommender system that overcomes this limitation. |
Viet-Anh Tran; Guillaume Salha-Galvan; Bruno Sguerra; Romain Hennequin; | arxiv-cs.IR | 2024-08-29 |
| 184 | Video to Music Moment Retrieval Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In order to bridge the gap, we propose in this paper video to music moment retrieval (VMMR) as a new task. |
ZIJIE XIN et. al. | arxiv-cs.MM | 2024-08-29 |
| 185 | Do Recommender Systems Promote Local Music? A Reproducibility Study Using Music Streaming Data Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: To assess the robustness of this study’s conclusions, we conduct a comparative analysis using proprietary listening data from a global music streaming service, which we publicly release alongside this paper. |
KRISTINA MATROSOVA et. al. | arxiv-cs.IR | 2024-08-29 |
| 186 | Multimodal Music Datasets? Challenges and Future Goals in Music Processing Related Papers Related Patents Related Grants Related Venues Related Experts View |
Anna-Maria Christodoulou; Olivier Lartillot; Alexander Refsum Jensenius; | Int. J. Multim. Inf. Retr. | 2024-08-28 |
| 187 | Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We make our implementation, pre-processing scripts, trained models, and evaluation results publicly available to support further research and development. |
Elona Shatri; George Fazekas; | arxiv-cs.IR | 2024-08-27 |
| 188 | Unifying Multitrack Music Arrangement Via Reconstruction Fine-Tuning and Efficient Tokenization Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper introduces an efficient multitrack music tokenizer for unconditional and conditional symbolic music generation, along with a unified sequence-to-sequence reconstruction fine-tuning objective for pre-trained music LMs that balances task-specific needs with coherence constraints. |
Longshen Ou; Jingwei Zhao; Ziyu Wang; Gus Xia; Ye Wang; | arxiv-cs.SD | 2024-08-27 |
| 189 | Foundation Models for Music: A Survey Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: The paper offers insights into future challenges and trends on FMs for music, aiming to shape the trajectory of human-AI collaboration in the music realm. |
YINGHAO MA et. al. | arxiv-cs.SD | 2024-08-26 |
| 190 | SONICS: Synthetic Or Not — Identifying Counterfeit Songs Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Additionally, existing datasets lack music-lyrics diversity, long-duration songs, and open-access fake songs. To address these gaps, we introduce SONICS, a novel dataset for end-to-end Synthetic Song Detection (SSD), comprising over 97k songs (4,751 hours) with over 49k synthetic songs from popular platforms like Suno and Udio. |
Md Awsafur Rahman; Zaber Ibn Abdul Hakim; Najibul Haque Sarker; Bishmoy Paul; Shaikh Anowarul Fattah; | arxiv-cs.SD | 2024-08-26 |
| 191 | LyCon: Lyrics Reconstruction from The Bag-of-Words Using Large Language Models Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Our study introduces a novel method for generating copyright-free lyrics from publicly available Bag-of-Words (BoW) datasets, which contain the vocabulary of lyrics but not the lyrics themselves. |
Haven Kim; Kahyun Choi; | arxiv-cs.CL | 2024-08-26 |
| 192 | SONICS: Synthetic Or Not – Identifying Counterfeit Songs Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The recent surge in AI-generated songs presents exciting possibilities and challenges. While these inventions democratize music creation, they also necessitate the ability to … |
Md Awsafur Rahman; Zaber Ibn Abdul Hakim; Najibul Haque Sarker; Bishmoy Paul; S. Fattah; | ArXiv | 2024-08-26 |
| 193 | A Tighter Complexity Analysis of SparseGPT IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we improved the analysis of the running time of SparseGPT [Frantar, Alistarh ICML 2023] from $O(d^{3})$ to $O(d^{\omega} + d^{2+a+o(1)} + d^{1+\omega(1,1,a)-a})$ for any $a \in [0, 1]$, where $\omega$ is the exponent of matrix multiplication. |
Xiaoyu Li; Yingyu Liang; Zhenmei Shi; Zhao Song; | arxiv-cs.DS | 2024-08-22 |
| 194 | Towards Estimating Personal Values in Song Lyrics Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, as highly subjective text, song lyrics present a challenge in terms of sampling songs to be annotated, annotation methods, and in choosing a method for aggregation. In this project, we take a perspectivist approach, guided by social science theory, to gathering annotations, estimating their quality, and aggregating them. |
Andrew M. Demetriou; Jaehun Kim; Sandy Manolios; Cynthia C. S. Liem; | arxiv-cs.CL | 2024-08-22 |
| 195 | Oh, Behave! Country Representation Dynamics Created By Feedback Loops in Music Recommender Systems Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we investigate the dynamics of representation of local (i.e., country-specific) and US-produced music in user profiles and recommendations. |
Oleg Lesota; Jonas Geiger; Max Walder; Dominik Kowald; Markus Schedl; | arxiv-cs.IR | 2024-08-21 |
| 196 | SentHYMNent: An Interpretable and Sentiment-Driven Model for Algorithmic Melody Harmonization Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, we introduce two major novel elements: a nuanced mixture-based representation for musical sentiment, including a web tool to gather data, as well as a sentiment- and theory-driven harmonization model, SentHYMNent. |
STEPHEN HAHN et. al. | kdd | 2024-08-21 |
| 197 | Mo�sai: Efficient Text-to-Music Diffusion Models Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In our work, we bridge text and music via a text-to-music generation model that is highly efficient, expressive, and can handle long-term structure. |
Flavio Schneider; Ojasv Kamal; Zhijing Jin; Bernhard Sch�lkopf; | acl | 2024-08-20 |
| 198 | Rage Music Classification and Analysis Using K-Nearest Neighbour, Random Forest, Support Vector Machine, Convolutional Neural Networks, and Gradient Boosting Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We compare methods of classification in the application of audio analysis with machine learning and identify optimal models. |
Akul Kumar; | arxiv-cs.SD | 2024-08-20 |
| 199 | Text-to-Song: Towards Controllable Music Generation Incorporating Vocal and Accompaniment Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we propose a novel task called Text-to-Song synthesis which incorporates both vocal and accompaniment generation. |
ZHIQING HONG et. al. | acl | 2024-08-20 |
| 200 | Do Large Language Models Latently Perform Multi-Hop Reasoning? IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We study whether Large Language Models (LLMs) latently perform multi-hop reasoning with complex prompts such as �The mother of the singer of �Superstition� is�. |
Sohee Yang; Elena Gribovskaya; Nora Kassner; Mor Geva; Sebastian Riedel; | acl | 2024-08-20 |
| 201 | DisMix: Disentangling Mixtures of Musical Instruments for Source-level Pitch and Timbre Manipulation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To fill the gap, we propose DisMix, a generative framework in which the pitch and timbre representations act as modular building blocks for constructing the melody and instrument of a source, and the collection of which forms a set of per-instrument latent representations underlying the observed mixture. |
YIN-JYUN LUO et. al. | arxiv-cs.SD | 2024-08-20 |
| 202 | Rhyme-aware Chinese Lyric Generator Based on GPT Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To enhance the rhyming quality of generated lyrics, we incorporate integrated rhyme information into our model, thereby improving lyric generation performance. |
YIXIAO YUAN et. al. | arxiv-cs.CL | 2024-08-19 |
| 203 | The Evolution of Inharmonicity and Noisiness in Contemporary Popular Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, we use modified MPEG-7 features to explore and characterise the evolution of noise and inharmonicity in popular music since 1961. |
Emmanuel Deruty; David Meredith; Stefan Lattner; | arxiv-cs.SD | 2024-08-15 |
| 204 | A New Dataset, Notation Software, and Representation for Computational Schenkerian Analysis Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: With a larger corpus of Schenkerian data, it may be possible to infuse machine learning models with a deeper understanding of musical structure, thus leading to more human results. To encourage further research in Schenkerian analysis and its potential benefits for music informatics and generation, this paper presents three main contributions: 1) a new and growing dataset of SchAs, the largest in human- and computer-readable formats to date (>140 excerpts), 2) a novel software for visualization and collection of SchA data, and 3) a novel, flexible representation of SchA as a heterogeneous-edge graph data structure. |
STEPHEN NI-HAHN et. al. | arxiv-cs.SD | 2024-08-13 |
| 205 | Surveying More Than Two Decades of Music Information Retrieval Research on Playlists Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper, we present an extensive survey of music information retrieval (MIR) research into music playlists. Our survey spans more than 20 years, and includes around 300 … |
Giovanni Gabbolini; Derek Bridge; | ACM Trans. Intell. Syst. Technol. | 2024-08-12 |
| 206 | Tactile Melodies: A Desk-Mounted Haptics for Perceiving Musical Experiences Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper introduces a novel interface for experiencing music through haptic impulses to the palm of the hand. |
Raj Varshith Moora; Gowdham Prabhakar; | arxiv-cs.HC | 2024-08-12 |
| 207 | TEAdapter: Supply Abundant Guidance for Controllable Text-to-music Generation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Accordingly, we introduce the TEAcher Adapter (TEAdapter), a compact plugin designed to guide the generation process with diverse control information provided by users. |
JIALING ZOU et. al. | arxiv-cs.SD | 2024-08-09 |
| 208 | Quantifying The Corpus Bias Problem in Automatic Music Transcription Systems Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We identify two primary sources of distribution shift: the music, and the sound. |
Lukáš Samuel Marták; Patricia Hu; Gerhard Widmer; | arxiv-cs.SD | 2024-08-08 |
| 209 | The Algorithmic Nature of Song-sequencing: Statistical Regularities in Music Albums Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Based on a review of anecdotal beliefs, we explored patterns of track-sequencing within professional music albums. |
Pedro Neto; Martin Hartmann; Geoff Luck; Petri Toiviainen; | arxiv-cs.MM | 2024-08-08 |
| 210 | Arrange, Inpaint, and Refine: Steerable Long-term Music Audio Generation and Editing Via Content-based Controls Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: While Large Language Models (LLMs) have shown promise in generating high-quality music, their focus on autoregressive generation limits their utility in music editing tasks. To bridge this gap, To address this gap, we propose a novel approach leveraging a parameter-efficient heterogeneous adapter combined with a masking training scheme. |
Liwei Lin; Gus Xia; Yixiao Zhang; Junyan Jiang; | ijcai | 2024-08-03 |
| 211 | Re-creation of Creations: A New Paradigm for Lyric-to-Melody Generation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Current lyric-to-melody generation methods struggle with the lack of paired lyric-melody data to train, and the lack of adherence to composition guidelines, resulting in melodies that do not sound human-composed. To address these issues, we propose a novel paradigm called Re-creation of Creations (ROC) that combines the strengths of both rule-based and neural-based methods. |
Ang Lv; Xu Tan; Tao Qin; Tie-Yan Liu; Rui Yan; | ijcai | 2024-08-03 |
| 212 | InstructME: An Instruction Guided Music Edit Framework with Latent Diffusion Models Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we develop InstructME, an Instruction guided Music Editing and remixing framework based on latent diffusion models. |
BING HAN et. al. | ijcai | 2024-08-03 |
| 213 | Retrieval Guided Music Captioning Via Multimodal Prefixes Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper we put forward a new approach to music captioning, the task of automatically generating natural language descriptions for songs. |
Nikita Srivatsan; Ke Chen; Shlomo Dubnov; Taylor Berg-Kirkpatrick; | ijcai | 2024-08-03 |
| 214 | MusicMagus: Zero-Shot Text-to-Music Editing Via Diffusion Models IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: However, the task of editing these generated music remains a significant challenge. This paper introduces a novel approach to edit music generated by such models, enabling the modification of specific attributes, such as genre, mood, and instrument, while maintaining other aspects unchanged. |
YIXIAO ZHANG et. al. | ijcai | 2024-08-03 |
| 215 | MuChin: A Chinese Colloquial Description Benchmark for Evaluating Language Models in The Field of Music Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: To this end, we present MuChin, the first open-source music description benchmark in Chinese colloquial language, designed to evaluate the performance of multimodal LLMs in understanding and describing music. |
ZIHAO WANG et. al. | ijcai | 2024-08-03 |
| 216 | Generating High-quality Symbolic Music Using Fine-grained Discriminators Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we propose to decouple the melody and rhythm from music, and design corresponding fine-grained discriminators to tackle the aforementioned issues. |
ZHEDONG ZHANG et. al. | arxiv-cs.SD | 2024-08-03 |
| 217 | Six Dragons Fly Again: Reviving 15th-Century Korean Court Music with Transformers and Novel Encoding Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We introduce a project that revives a piece of 15th-century Korean court music, Chihwapyeong and Chwipunghyeong, composed upon the poem Songs of the Dragon Flying to Heaven. |
DANBINAERIN HAN et. al. | arxiv-cs.SD | 2024-08-02 |
| 218 | Nested Music Transformer: Sequentially Decoding Compound Tokens in Symbolic Music and Audio Generation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We introduce the Nested Music Transformer (NMT), an architecture tailored for decoding compound tokens autoregressively, similar to processing flattened tokens, but with low memory usage. |
Jiwoo Ryu; Hao-Wen Dong; Jongmin Jung; Dasaem Jeong; | arxiv-cs.SD | 2024-08-02 |
| 219 | MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language Models Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: However, their evaluation poses considerable challenges, and it remains unclear how to effectively assess their ability to correctly interpret music-related inputs with current methods. Motivated by this, we introduce MuChoMusic, a benchmark for evaluating music understanding in multimodal language models focused on audio. |
BENNO WECK et. al. | arxiv-cs.SD | 2024-08-02 |
| 220 | Music2P: A Multi-Modal AI-Driven Tool for Simplifying Album Cover Design Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Our ultimate goal is to provide a tool that empowers musicians and producers, especially those with limited resources or expertise, to create compelling album covers. |
Joong Ho Choi; Geonyeong Choi; Ji-Eun Han; Wonjin Yang; Zhi-Qi Cheng; | arxiv-cs.MM | 2024-08-02 |
| 221 | PiCoGen2: Piano Cover Generation with Transfer Learning Approach and Weakly Aligned Data Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This would, however, result in the loss of piano information and accordingly cause inconsistencies between the original and remapped piano versions. To overcome this limitation, we propose a transfer learning approach that pre-trains our model on piano-only data and fine-tunes it on weakly-aligned paired data constructed without note remapping. |
Chih-Pin Tan; Hsin Ai; Yi-Hsin Chang; Shuen-Huei Guan; Yi-Hsuan Yang; | arxiv-cs.SD | 2024-08-02 |
| 222 | ChordSync: Conformer-Based Alignment of Chord Annotations to Music Audio Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we introduce ChordSync, a novel conformer-based model designed to seamlessly align chord annotations with audio, eliminating the need for weak alignment. |
Andrea Poltronieri; Valentina Presutti; Martín Rocamora; | arxiv-cs.SD | 2024-08-01 |
| 223 | Towards Explainable and Interpretable Musical Difficulty Estimation: A Parameter-efficient Approach Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Through our baseline, we illustrate how building on top of past research can offer alternatives for music difficulty assessment which are explainable and interpretable. With this, we aim to promote a more effective communication between the Music Information Retrieval (MIR) community and the music education one. |
Pedro Ramoneda; Vsevolod Eremenko; Alexandre D’Hooge; Emilia Parada-Cabaleiro; Xavier Serra; | arxiv-cs.SD | 2024-08-01 |
| 224 | Can LLMs Reason in Music? An Evaluation of LLMs’ Capability of Music Understanding and Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Recent research has extended the application of large language models (LLMs) such as GPT-4 and Llama2 to the symbolic music domain including understanding and generation. Yet scant research explores the details of how these LLMs perform on advanced music understanding and conditioned generation, especially from the multi-step reasoning perspective, which is a critical aspect in the conditioned, editable, and interactive human-computer co-creation process. |
ZIYA ZHOU et. al. | arxiv-cs.SD | 2024-07-31 |
| 225 | PiCoGen: Generate Piano Covers with A Two-stage Approach Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Cover song generation stands out as a popular way of music making in the music-creative community. In this study, we introduce Piano Cover Generation (PiCoGen), a two-stage … |
Chih-Pin Tan; Shuen-Huei Guan; Yi-Hsuan Yang; | arxiv-cs.SD | 2024-07-30 |
| 226 | Emotion-driven Piano Music Generation Via Two-stage Disentanglement and Functional Representation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: To further capture features that shape valence, an aspect less explored by previous approaches, we introduce a novel functional representation of symbolic music. |
Jingyue Huang; Ke Chen; Yi-Hsuan Yang; | arxiv-cs.SD | 2024-07-30 |
| 227 | Emotion-Driven Melody Harmonization Via Melodic Variation and Functional Representation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose a novel functional representation for symbolic music. |
Jingyue Huang; Yi-Hsuan Yang; | arxiv-cs.SD | 2024-07-29 |
| 228 | Futga: Towards Fine-grained Music Understanding Through Temporally-enhanced Generative Augmentation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Existing music captioning methods are limited to generating concise global descriptions of short music clips, which fail to capture fine-grained musical characteristics and time-aware musical changes. To address these limitations, we propose FUTGA, a model equipped with fined-grained music understanding capabilities through learning from generative augmentation with temporal compositions. |
JUNDA WU et. al. | arxiv-cs.SD | 2024-07-29 |
| 229 | Start from Video-Music Retrieval: An Inter-Intra Modal Loss for Cross Modal Retrieval Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Experiments also show that II loss improves various self-supervised and supervised uni-modal and cross-modal retrieval tasks, and can obtain good retrieval models with a small amount of training samples. |
ZEYU CHEN et. al. | arxiv-cs.MM | 2024-07-28 |
| 230 | Simulation of Neural Responses to Classical Music Using Organoid Intelligence Methods Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Hence, we present the PyOrganoid library, an innovative tool that facilitates the simulation of organoid learning models, integrating sophisticated machine learning techniques with biologically inspired organoid simulations. |
Daniel Szelogowski; | arxiv-cs.NE | 2024-07-25 |
| 231 | Dance2MIDI: Dance-driven Multi-instrument Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts View |
Bo Han; Yuheng Li; Yixuan Shen; Yi Ren; Feilin Han; | Comput. Vis. Media | 2024-07-24 |
| 232 | Audio Prompt Adapter: Unleashing Music Editing Abilities for Text-to-Music with Lightweight Finetuning Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: However, editing music audios remains challenging due to the conflicting desiderata of performing fine-grained alterations on the audio while maintaining a simple user interface. To address this challenge, we propose Audio Prompt Adapter (or AP-Adapter), a lightweight addition to pretrained text-to-music models. |
FANG-DUO TSAI et. al. | arxiv-cs.SD | 2024-07-23 |
| 233 | Towards Assessing Data Replication in Music Generation with Music Similarity Metrics on Raw Audio Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: A relevant discussion and related technical challenge is the potential replication and plagiarism of the training set in AI-generated music, which could lead to misuse of data and intellectual property rights violations. To tackle this issue, we present the Music Replication Assessment (MiRA) tool: a model-independent open evaluation method based on diverse audio music similarity metrics to assess data replication. |
Roser Batlle-Roca; Wei-Hisang Liao; Xavier Serra; Yuki Mitsufuji; Emilia Gómez; | arxiv-cs.SD | 2024-07-19 |
| 234 | Reducing Barriers to The Use of Marginalised Music Genres in AI Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: XAI opportunities identified included topics of improving transparency and control of AI models, explaining the ethics and bias of AI models, fine tuning large models with small datasets to reduce bias, and explaining style-transfer opportunities with AI models. Participants in the research emphasised that whilst it is hard to work with small datasets such as marginalised music and AI, such approaches strengthen cultural representation of underrepresented cultures and contribute to addressing issues of bias of deep learning models. |
Nick Bryan-Kinns; Zijin Li; | arxiv-cs.SD | 2024-07-18 |
| 235 | GraphMuse: A Library for Symbolic Music Graph Processing Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Graph Neural Networks (GNNs) have recently gained traction in symbolic music tasks, yet a lack of a unified framework impedes progress. Addressing this gap, we present GraphMuse, a graph processing framework and library that facilitates efficient music graph processing and GNN training for symbolic music tasks. |
Emmanouil Karystinaios; Gerhard Widmer; | arxiv-cs.SD | 2024-07-17 |
| 236 | Audio Conditioning for Music Generation Via Discrete Bottleneck Features Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: For the second model we train a music language model from scratch jointly with a text conditioner and a quantized audio feature extractor. |
Simon Rouard; Yossi Adi; Jade Copet; Axel Roebel; Alexandre Défossez; | arxiv-cs.SD | 2024-07-17 |
| 237 | BandControlNet: Parallel Transformers-based Steerable Popular Music Generation with Fine-Grained Spatiotemporal Features Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Controllable music generation promotes the interaction between humans and composition systems by projecting the users’ intent on their desired music. The challenge of introducing … |
Jing Luo; Xinyu Yang; Dorien Herremans; | arxiv-cs.SD | 2024-07-15 |
| 238 | Popular Hooks: A Multimodal Dataset of Musical Hooks for Music Understanding and Generation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet is rich in unimodal music data, available in either symbolic or audio representations. However, there is a notable scarcity of multimodal music datasets that offer … |
Xinda Wu; Jiaming Wang; Jiaxing Yu; Tieyao Zhang; Kejun Zhang; | 2024 IEEE International Conference on Multimedia and Expo … | 2024-07-15 |
| 239 | Striking The Right Chord: A Comprehensive Approach to Amazon Music Search Spell Correction Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we build a multi-stage framework for spell correction solution for music, media and named entity heavy search engines. |
Siddharth Sharma; Shiyun Yang; Ajinkya Walimbe; Tarun Sharma; Joaquin Delgado; | sigir | 2024-07-14 |
| 240 | The Interpretation Gap in Text-to-Music Generation Models Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a framework to describe the musical interaction process, which includes expression, interpretation, and execution of controls. |
Yongyi Zang; Yixiao Zhang; | arxiv-cs.SD | 2024-07-14 |
| 241 | Music Proofreading with RefinPaint: Where and How to Modify Compositions Given Context Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We propose RefinPaint, an iterative technique that improves the sampling process. |
Pedro Ramoneda; Martin Rocamora; Taketo Akama; | arxiv-cs.SD | 2024-07-12 |
| 242 | A Preliminary Investigation on Flexible Singing Voice Synthesis Through Decomposed Framework with Inferrable Features Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: As collecting large singing datasets labeled with music scores is an expensive task, we investigate an alternative approach by decomposing the SVS system and inferring different singing voice features. |
Lester Phillip Violeta; Taketo Akama; | arxiv-cs.SD | 2024-07-12 |
| 243 | From Real to Cloned Singer Identification Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: As such, methods to identify the original singer in synthetic voices are needed. In this paper, we investigate how singer identification methods could be used for such a task. |
Dorian Desblancs; Gabriel Meseguer-Brocal; Romain Hennequin; Manuel Moussallam; | arxiv-cs.SD | 2024-07-11 |
| 244 | Let Network Decide What to Learn: Symbolic Music Understanding Model Based on Large-scale Adversarial Pre-training Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This bias often arises when masked tokens cannot be inferred from their context, forcing the model to overfit the training set instead of generalizing. To address this challenge, we propose Adversarial-MidiBERT for SMU, which adaptively determines what to mask during MLM via a masker network, rather than employing random masking. |
Zijian Zhao; | arxiv-cs.SD | 2024-07-11 |
| 245 | Music Genre Classification Using Contrastive Dissimilarity Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the digital age, streaming platforms have revolutionized how we access and interact with music, highlighting the need for more intuitive ways to organize and categorize our … |
Gabriel Henrique Costanzi; Lucas O. Teixeira; G. Felipe; George D. C. Cavalcanti; Yandre M. G. Costa; | 2024 31st International Conference on Systems, Signals and … | 2024-07-09 |
| 246 | MelodyVis: Visual Analytics for Melodic Patterns in Sheet Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Thus, we present MelodyVis, a visual application designed in collaboration with musicology experts to explore melodic patterns in digital sheet music. |
MATTHIAS MILLER et. al. | arxiv-cs.HC | 2024-07-07 |
| 247 | Music Era Recognition Using Supervised Contrastive Learning and Artist Information Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We formulate the task as a music classification problem and propose solutions based on supervised contrastive learning. |
QIQI HE et. al. | arxiv-cs.SD | 2024-07-07 |
| 248 | Exploring Real-Time Music-to-Image Systems for Creative Inspiration in Music Creation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents a study on the use of a real-time music-to-image system as a mechanism to support and inspire musicians during their creative process. |
Meng Yang; Maria Teresa Llano; Jon McCormack; | arxiv-cs.HC | 2024-07-07 |
| 249 | MuseBarControl: Enhancing Fine-Grained Control in Symbolic Music Generation Through Pre-Training and Counterfactual Loss Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The model often fails to respond adequately to new, fine-grained bar-level control signals. To address this, we propose two innovative solutions. |
Yangyang Shu; Haiming Xu; Ziqin Zhou; Anton van den Hengel; Lingqiao Liu; | arxiv-cs.SD | 2024-07-05 |
| 250 | PAGURI: A User Experience Study of Creative Interaction with Text-to-music Models Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: While they are unquestionably a showcase of technological progress, it is not clear yet how they can be realistically integrated into the artistic practice of musicians and music practitioners. This paper aims to address this question via Prompt Audio Generation User Research Investigation (PAGURI), a user experience study where we leverage recent text-to-music developments to study how musicians and practitioners interact with these systems, evaluating their satisfaction levels. |
Francesca Ronchini; Luca Comanducci; Gabriele Perego; Fabio Antonacci; | arxiv-cs.SD | 2024-07-05 |
| 251 | MUSIC-lite: Efficient MUSIC Using Approximate Computing: An OFDM Radar Case Study Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present MUSIC-lite, which exploits approximate computing to generate a design space exploring accuracy-area-power trade-offs. |
Rajat Bhattacharjya; Arnab Sarkar; Biswadip Maity; Nikil Dutt; | arxiv-cs.AR | 2024-07-05 |
| 252 | MuDiT & MuSiT: Alignment with Colloquial Expression in Description-to-Song Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose a novel task of Colloquial Description-to-Song Generation, which focuses on aligning the generated content with colloquial human expressions. |
ZIHAO WANG et. al. | arxiv-cs.SD | 2024-07-03 |
| 253 | MelodyT5: A Unified Score-to-Score Transformer for Symbolic Music Processing Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In the domain of symbolic music research, the progress of developing scalable systems has been notably hindered by the scarcity of available training data and the demand for models tailored to specific tasks. To address these issues, we propose MelodyT5, a novel unified framework that leverages an encoder-decoder architecture tailored for symbolic music processing in ABC notation. |
Shangda Wu; Yashan Wang; Xiaobing Li; Feng Yu; Maosong Sun; | arxiv-cs.SD | 2024-07-02 |
| 254 | Novice-Centered Application Design for Music Creation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the field of music production, the integration of machine learning-based technologies, particularly in the form of intelligent digital audio workstations and smart plugins, has … |
Atsuya Kobayashi; Tetsuro Sato; Kei Tateno; | Companion Publication of the 2024 ACM Designing Interactive … | 2024-07-01 |
| 255 | Pictures Of MIDI: Controlled Music Generation Via Graphical Prompts for Image-Based Diffusion Inpainting Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This study explores a user-friendly graphical interface enabling the drawing of masked regions for inpainting by an Hourglass Diffusion Transformer (HDiT) model trained on MIDI piano roll images. |
Scott H. Hawley; | arxiv-cs.SD | 2024-07-01 |
| 256 | Spectral and Pitch Components of CQT Spectrum for Emotion Recognition Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With increasing technological advancements, man’s dependence on machines is also growing. Thus, effective Speech Emotion Recognition (SER) is vital for good human-machine … |
S. Uthiraa; Akshat Vora; Prathamesh Bonde; Aditya Pusuluri; Hemant A. Patil; | 2024 International Conference on Signal Processing and … | 2024-07-01 |
| 257 | Harmonizing Tradition with Technology: Using AI in Traditional Music Preservation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Traditional music plays a unique role in preserving our history, connecting us to our roots, and fostering a sense of identity and continuity in a rapidly changing world. However, … |
Tiexin Yu; Xinxia Wang; Xu Xiao; Rongshan Yu; | 2024 International Joint Conference on Neural Networks … | 2024-06-30 |
| 258 | Subtractive Training for Music Stem Insertion Using Latent Diffusion Models Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present Subtractive Training, a simple and novel method for synthesizing individual musical instrument stems given other instruments as context. |
IVAN VILLA-RENTERIA et. al. | arxiv-cs.SD | 2024-06-27 |
| 259 | PianoBART: Symbolic Piano Music Generation and Understanding with Large-Scale Pre-Training Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: Learning musical structures and composition patterns is necessary for both music generation and understanding, but current methods do not make uniform use of learned features to … |
XIAO LIANG et. al. | 2024 IEEE International Conference on Multimedia and Expo … | 2024-06-26 |
| 260 | Reflection Across AI-based Music Composition Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Reflection is fundamental to creative practice. However, the plurality of ways in which people reflect when using AI Generated Content (AIGC) is underexplored. This paper takes … |
COREY FORD et. al. | Proceedings of the 16th Conference on Creativity & Cognition | 2024-06-23 |
| 261 | Analysing The Effectiveness of Online Digital Audio Software and Offline Audio Studios in Fostering Chinese Folk Music Composition Skills in Music Education Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Object: This study was designed to compare the effectiveness of online digital audio software Logic Pro X and a university offline audio studio in terms of the perspective and … |
Xiaowei Lei; | J. Comput. Assist. Learn. | 2024-06-22 |
| 262 | The Music Maestro or The Musically Challenged, A Massive Music Evaluation Benchmark for Large Language Models Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: With ZIQI-Eval, we aim to provide a standardized and robust evaluation framework that facilitates a comprehensive assessment of LLMs’ music-related abilities. |
JIAJIA LI et. al. | arxiv-cs.SD | 2024-06-22 |
| 263 | Mustango: Toward Controllable Text-to-Music Generation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose Mustango: a music-domain-knowledge-inspired text-to-music system based on diffusion. |
JAN MELECHOVSKY et. al. | naacl | 2024-06-20 |
| 264 | Emotion-aware Personalized Music Recommendation with A Heterogeneity-aware Deep Bayesian Network Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this article, we propose four types of heterogeneity that an EMRS should account for: emotion heterogeneity across users, emotion heterogeneity within a user, music mood preference heterogeneity across users, and music mood preference heterogeneity within a user. |
ERKANG JING et. al. | arxiv-cs.AI | 2024-06-20 |
| 265 | JEN-1 DreamStyler: Customized Musical Concept Learning Via Pivotal Parameters Tuning Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a novel method for customized text-to-music generation, which can capture the concept from a two-minute reference music and generate a new piece of music conforming to the concept. |
Boyu Chen; Peike Li; Yao Yao; Alex Wang; | arxiv-cs.SD | 2024-06-18 |
| 266 | MusicScore: A Dataset for Music Score Modeling and Generation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we propose MusicScore, a large-scale music score dataset collected and processed from the International Music Score Library Project (IMSLP). |
Yuheng Lin; Zheqi Dai; Qiuqiang Kong; | arxiv-cs.MM | 2024-06-17 |
| 267 | A Bayesian Drift-Diffusion Model of Schachter-Singer’s Two Factor Theory of Emotion Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Here, we adopt the same Bayesian framework to model emotion process in accordance with Schachter-Singer’s Two-Factor theory, which argues that emotion is the outcome of cognitive labeling or attribution of a diffuse pattern of autonomic arousal (Schachter & Singer, 1962). |
Lance Ying; Audrey Michal; Jun Zhang; | arxiv-cs.CE | 2024-06-16 |
| 268 | Joint Audio and Symbolic Conditioning for Temporally Controlled Text-to-Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present JASCO, a temporally controlled text-to-music generation model utilizing both symbolic and audio-based conditions. |
Or Tal; Alon Ziv; Itai Gat; Felix Kreuk; Yossi Adi; | arxiv-cs.SD | 2024-06-16 |
| 269 | Diff-BGM: A Diffusion Model for Video Background Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We propose to align the video and music sequentially by introducing a segment-aware cross-attention layer. |
Sizhe Li; Yiming Qin; Minghang Zheng; Xin Jin; Yang Liu; | cvpr | 2024-06-13 |
| 270 | Are We There Yet? A Brief Survey of Music Emotion Prediction Datasets, Models and Outstanding Challenges Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we provide a comprehensive overview of the available music-emotion datasets and discuss evaluation standards as well as competitions in the field. |
Jaeyong Kang; Dorien Herremans; | arxiv-cs.SD | 2024-06-13 |
| 271 | MeLFusion: Synthesizing Music from Image and Language Cues Using Diffusion Models Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: MeLFusion is a text-to-music diffusion model with a novel "visual synapse" which effectively infuses the semantics from the visual modality into the generated music. To facilitate research in this area we introduce a new dataset MeLBench and propose a new evaluation metric IMSM. |
Sanjoy Chowdhury; Sayan Nag; K J Joseph; Balaji Vasan Srinivasan; Dinesh Manocha; | cvpr | 2024-06-13 |
| 272 | MuseChat: A Conversational Music Recommendation System for Videos IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Their inability to interact with users for further refinements or to provide explanations leads to a less satisfying experience. We address these issues with MuseChat a first-of-its-kind dialogue-based recommendation system that personalizes music suggestions for videos. |
Zhikang Dong; Xiulong Liu; Bin Chen; Pawel Polak; Peng Zhang; | cvpr | 2024-06-13 |
| 273 | DITTO: Diffusion Inference-Time T-Optimization for Music Generation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose Diffusion Inference-Time T-Optimization (DITTO), a general-purpose framework for controlling pre-trained text-to-music diffusion models at inference-time via optimizing initial noise latents. |
Zachary Novack; Julian McAuley; Taylor Berg-Kirkpatrick; Nicholas J. Bryan; | icml | 2024-06-12 |
| 274 | Flexible Music-Conditioned Dance Generation with Style Description Prompts Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we introduce Flexible Dance Generation with Style Description Prompts (DGSDP), a diffusion-based framework suitable for diversified tasks of dance generation by fully leveraging the semantics of music style. |
Hongsong Wang; Yin Zhu; Xin Geng; | arxiv-cs.CV | 2024-06-12 |
| 275 | Adaptive Accompaniment with ReaLchords Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose ReaLchords, an online generative model for improvising chord accompaniment to user melody. |
YUSONG WU et. al. | icml | 2024-06-12 |
| 276 | TokSing: Singing Voice Synthesis Based on Discrete Tokens Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we introduce TokSing, a discrete-based SVS system equipped with a token formulator that offers flexible token blendings. |
YUNING WU et. al. | arxiv-cs.SD | 2024-06-12 |
| 277 | Emotion Manipulation Through Music — A Deep Learning Interactive Visual Approach Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We introduce a novel way to manipulate the emotional content of a song using AI tools. |
Adel N. Abdalla; Jared Osborne; Razvan Andonie; | arxiv-cs.SD | 2024-06-12 |
| 278 | MusicFlow: Cascaded Flow Matching for Text Guided Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We introduce MusicFlow, a cascaded text-to-music generation model based on flow matching. |
K R PRAJWAL et. al. | icml | 2024-06-12 |
| 279 | LLark: A Multimodal Instruction-Following Language Model for Music Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We present LLark, an instruction-tuned multimodal model for \emph{music} understanding. |
Joshua P Gardner; Simon Durand; Daniel Stoller; Rachel M Bittner; | icml | 2024-06-12 |
| 280 | Zero-Shot Unsupervised and Text-Based Audio Editing Using DDPM Inversion IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we explore two zero-shot editing techniques for audio signals, which use DDPM inversion with pre-trained diffusion models. |
Hila Manor; Tomer Michaeli; | icml | 2024-06-12 |
| 281 | MOSA: Music Motion with Semantic Annotation Dataset for Cross-Modal Music Processing Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we present the MOSA (Music mOtion with Semantic Annotation) dataset, which contains high quality 3-D motion capture data, aligned audio recordings, and note-by-note semantic annotations of pitch, beat, phrase, dynamic, articulation, and harmony for 742 professional music performances by 23 professional musicians, comprising more than 30 hours and 570 K notes of data. |
YU-FEN HUANG et. al. | arxiv-cs.SD | 2024-06-10 |
| 282 | VidMuse: A Simple Video-to-Music Generation Framework with Long-Short-Term Modeling Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we systematically study music generation conditioned solely on the video. |
ZEYUE TIAN et. al. | arxiv-cs.CV | 2024-06-06 |
| 283 | Innovations in Cover Song Detection: A Lyrics-Based Approach Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Cover songs are alternate versions of a song by a different artist. Long being a vital part of the music industry, cover songs significantly influence music culture and are … |
Maximilian Balluff; Peter Mandl; Christian Wolff; | ArXiv | 2024-06-06 |
| 284 | Negative Feedback for Music Personalization Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We show the benefits of using real negative feedback both as inputs into the user sequence and also as negative targets for training a next-song recommender system for internet radio. |
M. Jeffrey Mei; Oliver Bembom; Andreas F. Ehmann; | arxiv-cs.LG | 2024-06-06 |
| 285 | STraDa: A Singer Traits Dataset Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The annotated-strada consists of two hundred tracks that are balanced in terms of 2 genders, 5 languages, and 4 age groups. To show its use for model training and bias analysis thanks to its metadata’s richness and downloadable audio files, we benchmarked singer sex classification (SSC) and conducted bias analysis. |
Yuexuan Kong; Viet-Anh Tran; Romain Hennequin; | arxiv-cs.SD | 2024-06-06 |
| 286 | Intelligent Text-Conditioned Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this project, we apply a similar approach to bridge the gap between natural language and music. |
Zhouyao Xie; Nikhil Yadala; Xinyi Chen; Jing Xi Liu; | arxiv-cs.MM | 2024-06-02 |
| 287 | DITTO-2: Distilled Diffusion Inference-Time T-Optimization for Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose Distilled Diffusion Inference-Time T -Optimization (or DITTO-2), a new method to speed up inference-time optimization-based control and unlock faster-than-real-time generation for a wide-variety of applications such as music inpainting, outpainting, intensity, melody, and musical structure control. |
Zachary Novack; Julian McAuley; Taylor Berg-Kirkpatrick; Nicholas Bryan; | arxiv-cs.SD | 2024-05-30 |
| 288 | May The Dance Be with You: Dance Generation Framework for Non-Humanoids Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: If an agent can recognize the relationship between visual rhythm and music, it will be able to dance by generating a motion to create a visual rhythm that matches the music. Based on this, we propose a framework for any kind of non-humanoid agents to learn how to dance from human videos. |
Hyemin Ahn; | arxiv-cs.CV | 2024-05-30 |
| 289 | CoDancers: Music-Driven Coherent Group Dance Generation with Choreographic Unit Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Dance and music are intimately interconnected, with group dance being a crucial part of dance artistry. Consequently, Music-Driven Group Dance Generation has been a fundamental … |
KAIXING YANG et. al. | Proceedings of the 2024 International Conference on … | 2024-05-30 |
| 290 | Socially-Motivated Music Recommendation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Extensive literature spanning psychology, sociology, and musicology has sought to understand the motivations for why people listen to music, including both individually and … |
Benjamin Lacker; Samuel F. Way; | International Conference on Web and Social Media | 2024-05-28 |
| 291 | Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models Via Instruction Tuning Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Previous approaches in this domain have been constrained by the necessity to train specific editing models from scratch, which is both resource-intensive and inefficient; other research uses large language models to predict edited music, resulting in imprecise audio reconstruction. To Combine the strengths and address these limitations, we introduce Instruct-MusicGen, a novel approach that finetunes a pretrained MusicGen model to efficiently follow editing instructions such as adding, removing, or separating stems. |
YIXIAO ZHANG et. al. | arxiv-cs.SD | 2024-05-28 |
| 292 | Enhancing Music Genre Classification Through Multi-Algorithm Analysis and User-Friendly Visualization Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The aim of this study is to teach an algorithm how to recognize different types of music. |
Navin Kamuni; Dheerendra Panwar; | arxiv-cs.SD | 2024-05-27 |
| 293 | Quality-aware Masked Diffusion Transformer for Enhanced Music Generation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In recent years, diffusion-based text-to-music (TTM) generation has gained prominence, offering an innovative approach to synthesizing musical content from textual descriptions. … |
CHANG LI et. al. | ArXiv | 2024-05-24 |
| 294 | QA-MDT: Quality-aware Masked Diffusion Transformer for Enhanced Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In open-source datasets, issues such as low-quality music waveforms, mislabeling, weak labeling, and unlabeled data significantly hinder the development of music generation models. To address these challenges, we propose a novel paradigm for high-quality music generation that incorporates a quality-aware training strategy, enabling generative models to discern the quality of input music waveforms during training. |
CHANG LI et. al. | arxiv-cs.SD | 2024-05-24 |
| 295 | SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models By Searching Up-to-Date Internet Knowledge Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a plug-and-play framework, for augmenting existing LVLMs in handling visual question answering (VQA) about up-to-date knowledge, dubbed SearchLVLMs. |
CHUANHAO LI et. al. | arxiv-cs.CV | 2024-05-23 |
| 296 | Music Genre Classification: Training An AI Model Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this research I explore various machine learning algorithms for the purpose of music genre classification, using features extracted from audio signals.The systems are namely, a Multilayer Perceptron (built from scratch), a k-Nearest Neighbours (also built from scratch), a Convolutional Neural Network and lastly a Random Forest wide model. |
Keoikantse Mogonediwa; | arxiv-cs.SD | 2024-05-23 |
| 297 | The Rarity of Musical Audio Signals Within The Space of Possible Audio Generation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A white noise signal can access any possible configuration of values, though statistically over many samples tends to a uniform spectral distribution, and is highly unlikely to … |
Nick Collins; | arxiv-cs.SD | 2024-05-23 |
| 298 | A Dataset and Baselines for Measuring and Predicting The Music Piece Memorability Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Despite the abundance of music, certain pieces remain more memorable and often gain greater popularity. Inspired by this phenomenon, we focus on measuring and predicting music memorability. |
Li-Yang Tseng; Tzu-Ling Lin; Hong-Han Shuai; Jen-Wei Huang; Wen-Whei Chang; | arxiv-cs.IR | 2024-05-21 |
| 299 | SYMPLEX: Controllable Symbolic Music Generation Using Simplex Diffusion with Vocabulary Priors Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present a new approach for fast and controllable generation of symbolic music based on the simplex diffusion, which is essentially a diffusion process operating on probabilities rather than the signal space. |
Nicolas Jonason; Luca Casini; Bob L. T. Sturm; | arxiv-cs.SD | 2024-05-21 |
| 300 | What Makes A Viral Song? Unraveling Music Virality Factors Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The viral phenomenon is present in several contexts, combining the advantages of streaming platforms and other social networks. Music is no exception. Viral songs are widely … |
Gabriel P. Oliveira; Ana Paula Couto da Silva; Mirella M. Moro; | Proceedings of the 16th ACM Web Science Conference | 2024-05-21 |
| 301 | A Genre-Based Analysis of New Music Streaming at Scale Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The rise of on-demand music streaming platforms and novel recommendation algorithms have brought a transformative shift in music listening, where users have an effectively endless … |
Julie Jiang; Aditya Ponnada; Ang Li; Benjamin Lacker; Samuel F. Way; | Proceedings of the 16th ACM Web Science Conference | 2024-05-21 |
| 302 | End-to-End Full-Page Optical Music Recognition for Pianoform Sheet Music Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we present the first truly end-to-end approach for page-level OMR. |
Antonio Ríos-Vila; Jorge Calvo-Zaragoza; David Rizo; Thierry Paquet; | arxiv-cs.CV | 2024-05-20 |
| 303 | Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we make the first attempt to model a full music piece under the realization of compositional hierarchy. |
Ziyu Wang; Lejun Min; Gus Xia; | arxiv-cs.SD | 2024-05-16 |
| 304 | MVBIND: Self-Supervised Music Recommendation For Videos Via Embedding Space Binding Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper introduces MVBind, an innovative Music-Video embedding space Binding model for cross-modal retrieval. |
Jiajie Teng; Huiyu Duan; Yucheng Zhu; Sijing Wu; Guangtao Zhai; | arxiv-cs.MM | 2024-05-15 |
| 305 | SMUG-Explain: A Framework for Symbolic Music Graph Explanations Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we present Score MUsic Graph (SMUG)-Explain, a framework for generating and visualizing explanations of graph neural networks applied to arbitrary prediction tasks on musical scores. |
Emmanouil Karystinaios; Francesco Foscarin; Gerhard Widmer; | arxiv-cs.SD | 2024-05-15 |
| 306 | Dance Any Beat: Blending Beats with Visuals in Dance Video Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: These methods also require precise keypoint annotations, complicating data collection and limiting the use of self-collected video datasets. To overcome these challenges, we introduce a novel task: generating dance videos directly from images of individuals guided by music. |
Xuanchen Wang; Heng Wang; Dongnan Liu; Weidong Cai; | arxiv-cs.CV | 2024-05-15 |
| 307 | Naturalistic Music Decoding from EEG Data Via Latent Diffusion Models Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this article, we explore the potential of using latent diffusion models, a family of powerful generative models, for the task of reconstructing naturalistic music from electroencephalogram (EEG) recordings. |
EMILIAN POSTOLACHE et. al. | arxiv-cs.SD | 2024-05-14 |
| 308 | Changing Your Tune: Lessons for Using Music to Encourage Physical Activity Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Our research investigated whether music can communicate physical activity levels in daily life. Past studies have shown that simple musical tunes can provide wellness information, … |
Matthew Clark; Afsaneh Doryab; | Proceedings of the ACM on Interactive, Mobile, Wearable and … | 2024-05-13 |
| 309 | Modeling User Attention in Music Recommendation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the popularity of online music services, personalized music recommendation has garnered much research interest. Recommendation models are typically trained on datasets … |
SUNHAO DAI et. al. | 2024 IEEE 40th International Conference on Data Engineering … | 2024-05-13 |
| 310 | MARingBA: Music-Adaptive Ringtones for Blended Audio Notification Delivery Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Audio notifications provide users with an efficient way to access information beyond their current focus of attention. Current notification delivery methods, like phone ringtones, … |
Alexander Wang; Yi Fei Cheng; David Lindlbauer; | Proceedings of the CHI Conference on Human Factors in … | 2024-05-11 |
| 311 | A Way for Deaf and Hard of Hearing People to Enjoy Music By Exploring and Customizing Cross-modal Music Concepts Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Deaf and hard of hearing (DHH) people enjoy music and access it using a music-sensory substitution system that delivers sound together with the corresponding visual and tactile … |
Youjin Choi; Junryeol Jeon; ChungHa Lee; Yeongeun Noh; Jin-Hyuk Hong; | Proceedings of the CHI Conference on Human Factors in … | 2024-05-11 |
| 312 | Towards An Accessible and Rapidly Trainable Rhythm Sequencer Using A Generative Stacked Autoencoder Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper proposes the integration of generative stacked autoencoder structures for rhythm generation, within a conventional melodic step-sequencer. |
Alex Wastnidge; | arxiv-cs.SD | 2024-05-11 |
| 313 | DoodleTunes: Interactive Visual Analysis of Music-Inspired Children Doodles with Automated Feature Annotation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music and visual arts are essential in children’s arts education, and their integration has garnered significant attention. Existing data analysis methods for exploring … |
SHUQI LIU et. al. | Proceedings of the CHI Conference on Human Factors in … | 2024-05-11 |
| 314 | Waves Push Me to Slumberland: Reducing Pre-Sleep Stress Through Spatio-Temporal Tactile Displaying of Music Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Despite the fact that spatio-temporal patterns of vibration, characterized as rhythmic compositions of tactile content, have exhibited an ability to elicit specific emotional … |
HUI ZHANG et. al. | Proceedings of the CHI Conference on Human Factors in … | 2024-05-11 |
| 315 | Music Emotion Prediction Using Recurrent Neural Networks Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This study explores the application of recurrent neural networks to recognize emotions conveyed in music, aiming to enhance music recommendation systems and support therapeutic interventions by tailoring music to fit listeners’ emotional states. |
Xinyu Chang; Xiangyu Zhang; Haoruo Zhang; Yulu Ran; | arxiv-cs.SD | 2024-05-10 |
| 316 | Encoder-Decoder Framework for Interactive Free Verses with Generation with Controllable High-Quality Rhyming Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose a novel fine-tuning approach that prepends the rhyming word at the start of each lyric, which allows the critical rhyming decision to be made before the model commits to the content of the lyric (as during reverse language modeling), but maintains compatibility with the word order of regular PLMs as the lyric itself is still generated in left-to-right order. |
TOMMASO PASINI et. al. | arxiv-cs.CL | 2024-05-08 |
| 317 | Mozart’s Touch: A Lightweight Multi-modal Music Generation Framework Based on Pre-Trained Large Models Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: However, current models for image- and video-to-music synthesis struggle to capture the nuanced emotions and atmosphere conveyed by visual content. To fill this gap, we propose Mozart’s Touch, a multi-modal music generation framework capable of generating music aligned with cross-modal inputs such as images, videos, and text. |
Jiajun Li; Tianze Xu; Xuesong Chen; Xinrui Yao; Shuchang Liu; | arxiv-cs.SD | 2024-05-04 |
| 318 | DialectDecoder: Human/machine Teaming for Bird Song Classification and Anomaly Detection Related Papers Related Patents Related Grants Related Venues Related Experts View |
BRITTANY STORY et. al. | Ecol. Informatics | 2024-05-01 |
| 319 | ComposerX: Multi-Agent Symbolic Music Composition with LLMs IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: To further explore and enhance LLMs’ potential in music composition by leveraging their reasoning ability and the large knowledge base in music history and theory, we propose ComposerX, an agent-based symbolic music generation framework. |
QIXIN DENG et. al. | arxiv-cs.SD | 2024-04-28 |
| 320 | COCOLA: Coherence-Oriented Contrastive Learning of Musical Audio Representations Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We present COCOLA (Coherence-Oriented Contrastive Learning for Audio), a contrastive learning method for musical audio representations that captures the harmonic and rhythmic coherence between samples. |
RUBEN CIRANNI et. al. | arxiv-cs.SD | 2024-04-25 |
| 321 | Music Style Transfer With Diffusion Model Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The existing music style transfer methods generate spectrograms with artifacts, leading to significant noise in the generated audio. To address these issues, this study proposes a music style transfer framework based on diffusion models (DM) and uses spectrogram-based methods to achieve multi-to-multi music style transfer. |
Hong Huang; Yuyi Wang; Luyao Li; Jun Lin; | arxiv-cs.SD | 2024-04-23 |
| 322 | Musical Word Embedding for Music Tagging and Retrieval Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, in the domain of music, the word embedding may have difficulty understanding musical contexts or recognizing music-related entities like artists and tracks. To address this issue, we propose a new approach called Musical Word Embedding (MWE), which involves learning from various types of texts, including both everyday and music-related vocabulary. |
SeungHeon Doh; Jongpil Lee; Dasaem Jeong; Juhan Nam; | arxiv-cs.SD | 2024-04-21 |
| 323 | Music Consistency Models Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Nevertheless, the application of consistency models in music generation remains largely unexplored. To address this gap, we present Music Consistency Models (\texttt{MusicCM}), which leverages the concept of consistency models to efficiently synthesize mel-spectrogram for music clips, maintaining high quality while minimizing the number of sampling steps. |
Zhengcong Fei; Mingyuan Fan; Junshi Huang; | arxiv-cs.SD | 2024-04-20 |
| 324 | Track Role Prediction of Single-Instrumental Sequences Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This study introduces a deep learning model designed to automatically predict the track-role of single-instrumental music sequences. |
Changheon Han; Suhyun Lee; Minsam Ko; | arxiv-cs.SD | 2024-04-20 |
| 325 | Large Language Models: From Notes to Musical Form Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Adapting a recent music generation model, this paper proposes a novel method to generate music with form. |
Lilac Atassi; | arxiv-cs.SD | 2024-04-18 |
| 326 | MIDGET: Music Conditioned 3D Dance Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we introduce a MusIc conditioned 3D Dance GEneraTion model, named MIDGET based on Dance motion Vector Quantised Variational AutoEncoder (VQ-VAE) model and Motion Generative Pre-Training (GPT) model to generate vibrant and highquality dances that match the music rhythm. |
Jinwu Wang; Wei Mao; Miaomiao Liu; | arxiv-cs.SD | 2024-04-18 |
| 327 | Long-form Music Generation with Latent Diffusion IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We show that by training a generative model on long temporal contexts it is possible to produce long-form music of up to 4m45s. |
ZACH EVANS et. al. | arxiv-cs.SD | 2024-04-16 |
| 328 | Violin Music Emotion Recognition with Fusion of CNN-BiGRU and Attention Mechanism Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music emotion recognition has garnered significant interest in recent years, as the emotions expressed through music can profoundly enhance our understanding of its deeper … |
Sihan Ma; Ruohua Zhou; | Inf. | 2024-04-16 |
| 329 | Using Tangible Interaction to Design Musicking Artifacts for Non-musicians Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents a Research through Design exploration of the potential for using tangible interactions to enable active music experiences – musicking – for non-musicians. |
Lucía Montesinos; Halfdan Hauch Jensen; Anders Sundnes Løvlie; | arxiv-cs.HC | 2024-04-15 |
| 330 | MIR-MLPop: A Multilingual Pop Music Dataset with Time-Aligned Lyrics and Audio Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We introduce MIR-MLPop, a publicly available multilingual pop music dataset designed for automatic lyrics transcription and lyrics alignment in polyphonic music. The dataset … |
J. Wang; Chung-Che Wang; Chon-In Leong; Jyh-Shing Roger Jang; | ICASSP 2024 – 2024 IEEE International Conference on … | 2024-04-14 |
| 331 | Girls Rocking The Code: Gender-dependent Stereotypes, Engagement & Comprehension in Music Programming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: One of the greatest challenges in early programming education is to achieve learning success while also creating initial interest. This is particularly difficult for girls, who … |
Isabella Graßl; Gordon Fraser; | 2024 IEEE/ACM 46th International Conference on Software … | 2024-04-14 |
| 332 | A Scalable Sparse Transformer Model for Singing Melody Extraction Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Extracting the melody of a singing voice is an essential task within the realm of music information retrieval (MIR). Recently, transformer based models have drawn great attention … |
Shuai Yu; Jun Liu; Yi Yu; Wei Li; | ICASSP 2024 – 2024 IEEE International Conference on … | 2024-04-14 |
| 333 | GPT-4 Driven Cinematic Music Generation Through Text Processing Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper presents Herrmann-11, a multimodal framework to generate background music tailored to movie scenes, by integrating state-of-the-art vision, language, music, and speech … |
Muhammad Taimoor Haseeb; Ahmad Hammoudeh; Gus G. Xia; | ICASSP 2024 – 2024 IEEE International Conference on … | 2024-04-14 |
| 334 | MuPT: A Generative Symbolic Music Pretrained Transformer Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we explore the application of Large Language Models (LLMs) to the pre-training of music. |
XINGWEI QU et. al. | arxiv-cs.SD | 2024-04-09 |
| 335 | Exploring Diverse Sounds: Identifying Outliers in A Music Corpus Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we explore music outliers, investigating their potential usefulness for music discovery and recommendation systems. |
Le Cai; Sam Ferguson; Gengfa Fang; Hani Alshamrani; | arxiv-cs.SD | 2024-04-09 |
| 336 | The NES Video-Music Database: A Dataset of Symbolic Video Game Music Paired with Gameplay Videos Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Neural models are one of the most popular approaches for music generation, yet there aren’t standard large datasets tailored for learning music directly from game data. To address this research gap, we introduce a novel dataset named NES-VMDB, containing 98,940 gameplay videos from 389 NES games, each paired with its original soundtrack in symbolic format (MIDI). |
Igor Cardoso; Rubens O. Moraes; Lucas N. Ferreira; | arxiv-cs.SD | 2024-04-05 |
| 337 | A Computational Analysis of Lyric Similarity Perception Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, many of these systems do not fully consider human perceptions of lyric similarity, primarily due to limited research in this area. To bridge this gap, we conducted a comparative analysis of computational methods for modeling lyric similarity with human perception. |
Haven Kim; Taketo Akama; | arxiv-cs.CL | 2024-04-02 |
| 338 | Practical End-to-End Optical Music Recognition for Pianoform Music Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: (b) We create a dev and test set for benchmarking typeset OMR with MusicXML ground truth based on the OpenScore Lieder corpus. |
Jiří Mayer; Milan Straka; Jan Hajič jr.; Pavel Pecina; | arxiv-cs.CV | 2024-03-20 |
| 339 | Algorithmic Collective Action in Recommender Systems: Promoting Songs By Reordering Playlists Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We introduce two easily implementable strategies to select the position at which to insert the song with the goal to boost recommendations at test time. |
Joachim Baumann; Celestine Mendler-Dünner; | arxiv-cs.IR | 2024-03-19 |
| 340 | Prompt-Singer: Controllable Singing-Voice-Synthesis with Natural Language Prompt Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We propose Prompt-Singer, the first SVS method that enables attribute controlling on singer gender, vocal range and volume with natural language. |
YONGQI WANG et. al. | arxiv-cs.SD | 2024-03-18 |
| 341 | Using Multimodal Learning Analytics to Examine Learners’ Responses to Different Types of Background Music During Reading Comprehension Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Previous studies have evaluated the affordances and challenges of performing cognitively demanding learning tasks with background music (BGM), yet the effects of various types of … |
Ying Que; J. T. D. Ng; Xiao Hu; Mitchell Kam Fai Mak; Peony Tsz Yan Yip; | Proceedings of the 14th Learning Analytics and Knowledge … | 2024-03-18 |
| 342 | QEAN: Quaternion-Enhanced Attention Network for Visual Dance Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a Quaternion-Enhanced Attention Network (QEAN) for visual dance synthesis from a quaternion perspective, which consists of a Spin Position Embedding (SPE) module and a Quaternion Rotary Attention (QRA) module. |
ZHIZHEN ZHOU et. al. | arxiv-cs.GR | 2024-03-18 |
| 343 | CoPlay: Audio-agnostic Cognitive Scaling for Acoustic Sensing Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we design a deep learning model and test it on common types of sensing signals (sine wave or Frequency Modulated Continuous Wave FMCW) as inputs with various agnostic concurrent music and speech. |
Yin Li; Rajalakshmi Nanadakumar; | arxiv-cs.SD | 2024-03-15 |
| 344 | Influencing Factors and Modeling Methods of Vocal Music Teaching Quality Supported By Artificial Intelligence Technology Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In order to explore the maturity of online concerts and the digital content of music resources, this article analyzes the role of artificial intelligence in music education, … |
Yang Yuan; | Int. J. Web Based Learn. Teach. Technol. | 2024-03-13 |
| 345 | Application-Oriented Talents Training for Music Majors in Colleges and Universities Based on Internet Remote Technology Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper mainly studies the cultivation of applied talents of music majors in colleges and universities based on internet remote technology. By analyzing the definition and … |
Lin Shui; Yuan Feng; Mengting Zhong; Yuanhui Qin; | Int. J. Web Based Learn. Teach. Technol. | 2024-03-12 |
| 346 | SiTunes: A Situational Music Recommendation Dataset with Physiological and Psychological Signals Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With an increasing number of music tracks available online, music recommender systems have become popular and ubiquitous. Previous research indicates that people’s preferences, … |
VADIM GRIGOREV et. al. | Proceedings of the 2024 Conference on Human Information … | 2024-03-10 |
| 347 | Can Audio Reveal Music Performance Difficulty? Insights from The Piano Syllabus Dataset Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Automatically estimating the performance difficulty of a music piece represents a key process in music education to create tailored curricula according to the individual needs of … |
Pedro Ramoneda; Minhee Lee; Dasaem Jeong; J. J. Valero-Mas; Xavier Serra; | arxiv-cs.SD | 2024-03-06 |
| 348 | Interactive Melody Generation System for Enhancing The Creativity of Musicians Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This study proposes a system designed to enumerate the process of collaborative composition among humans, using automatic music composition technology. |
So Hirawata; Noriko Otani; | arxiv-cs.SD | 2024-03-05 |
| 349 | Optimized Multiscale Deep Bidirectional Gated Recurrent Neural Network Fostered Practical Teaching of University Music Course Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music education has a rich historical background. Nevertheless, the introduction of modern teaching methods is relatively delayed. In recent years, there has been a remarkable … |
Yuanyuan Hu; | J. Intell. Fuzzy Syst. | 2024-02-28 |
| 350 | Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: A Survey Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Such models, possibly originally developed for text and adapted for symbolic music, are trained on various tasks. We describe these models, in particular deep learning models, through different prisms, highlighting music-specialized mechanisms. |
Dinh-Viet-Toan Le; Louis Bigo; Mikaela Keller; Dorien Herremans; | arxiv-cs.IR | 2024-02-27 |
| 351 | SongComposer: A Large Language Model for Lyric and Melody Composition in Song Generation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We present SongComposer, an innovative LLM designed for song composition. |
SHUANGRUI DING et. al. | arxiv-cs.SD | 2024-02-27 |
| 352 | Classical Music Education in China: The Effectiveness of The WeChat Social Media Platform and Its Impact on The Communicative and Cognitive Skills of Music Students Related Papers Related Patents Related Grants Related Venues Related Experts View |
Tao Chen; | Educ. Inf. Technol. | 2024-02-27 |
| 353 | Singer Identification Model Using Data Augmentation and Enhanced Feature Conversion with Hybrid Feature Vector and Machine Learning Related Papers Related Patents Related Grants Related Venues Related Experts View |
Serhat Hizlisoy; R. Arslan; E. Çolakoğlu; | EURASIP J. Audio Speech Music. Process. | 2024-02-26 |
| 354 | Do Large Language Models Latently Perform Multi-Hop Reasoning? IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We study whether Large Language Models (LLMs) latently perform multi-hop reasoning with complex prompts such asThe mother of the singer of ‘Superstition’ is. We look for … |
Sohee Yang; E. Gribovskaya; Nora Kassner; Mor Geva; Sebastian Riedel; | ArXiv | 2024-02-26 |
| 355 | ChatMusician: Understanding and Generating Music Intrinsically with LLM IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We introduce ChatMusician, an open-source LLM that integrates intrinsic musical abilities. |
RUIBIN YUAN et. al. | arxiv-cs.SD | 2024-02-25 |
| 356 | A Survey of Music Generation in The Context of Interaction Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This article presents a thorough review of music representation, feature analysis, heuristic algorithms, statistical and parametric modelling, and human and automatic evaluation measures, along with a discussion of which approaches and models seem most suitable for live interaction. |
ISMAEL AGCHAR et. al. | arxiv-cs.SD | 2024-02-23 |
| 357 | ByteComposer: A Human-like Melody Composition Method Based on Language Model Agent Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, how to design a human-aligned and interpretable melody composition system is still under-explored. To solve this problem, we propose ByteComposer, an agent framework emulating a human’s creative pipeline in four separate steps : Conception Analysis – Draft Composition – Self-Evaluation and Modification – Aesthetic Selection. |
XIA LIANG et. al. | arxiv-cs.SD | 2024-02-23 |
| 358 | Understanding Human-AI Collaboration in Music Therapy Through Co-Design with Therapists Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We presented the co-design outcomes involving the integration of musical AIs into a music therapy process, which was developed from a theoretical framework rooted in emotion-focused therapy. |
Jingjing Sun; Jingyi Yang; Guyue Zhou; Yucheng Jin; Jiangtao Gong; | arxiv-cs.HC | 2024-02-22 |
| 359 | Below 58 BPM, Involving Real-time Monitoring and Self-medication Practices in Music Performance Through IoT Technology Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The project presented in this paper illustrates the design process for the development of an IoT system that monitors a specific bio-metric parameter (heart rate) in real time and … |
Nicolò Merendino; Antonio Rodà; Raul Masu; | Frontiers Comput. Sci. | 2024-02-21 |
| 360 | Music Style Transfer with Time-Varying Inversion of Diffusion Models IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This paper presents a music style transfer approach that effectively captures musical attributes using minimal data. |
SIFEI LI et. al. | arxiv-cs.SD | 2024-02-21 |
| 361 | MCSSME: Multi-Task Contrastive Learning for Semi-supervised Singing Melody Extraction from Polyphonic Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Specifically, to deal with data scarcity limitation, we propose a self-consistency regularization (SCR) method to train the model on the unlabeled data. |
Shuai Yu; | aaai | 2024-02-20 |
| 362 | MusER: Musical Element-Based Regularization for Generating Symbolic Music with Emotion Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: However, prior research on deep learning-based emotional music generation has rarely explored the contribution of different musical elements to emotions, let alone the deliberate manipulation of these elements to alter the emotion of music, which is not conducive to fine-grained element-level control over emotions. To address this gap, we present a novel approach employing musical element-based regularization in the latent space to disentangle distinct elements, investigate their roles in distinguishing emotions, and further manipulate elements to alter musical emotions. |
Shulei Ji; Xinyu Yang; | aaai | 2024-02-20 |
| 363 | N-gram Unsupervised Compoundation and Feature Injection for Better Symbolic Music Understanding Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose a novel method, NG-Midiformer, for understanding symbolic music sequences that leverages the N-gram approach. |
Jinhao Tian; Zuchao Li; Jiajia Li; Ping Wang; | aaai | 2024-02-20 |
| 364 | Structure-informed Positional Encoding for Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Yet, multi-scale hierarchical structure is a distinctive feature of music signals. To leverage this information, we propose a structure-informed positional encoding framework for music generation with Transformers. |
Manvi Agarwal; Changhong Wang; Gaël Richard; | arxiv-cs.SD | 2024-02-20 |
| 365 | Responding to The Call: Exploring Automatic Music Composition Using A Knowledge-Enhanced Model Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Specifically, we train the composition module using the call-response pairs, supplementing it with musical knowledge in terms of rhythm, melody, and harmony. |
ZHEJING HU et. al. | aaai | 2024-02-20 |
| 366 | Does AI-assisted Creation of Polyphonic Music Increase Academic Motivation? The DeepBach Graphical Model and Its Use in Music Education Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the modern music industry, AI music generators have gained particular importance. The use of AI greatly simplifies the creation of polyphony. In addition, it can increase … |
Na Yuan; | J. Comput. Assist. Learn. | 2024-02-20 |
| 367 | V2Meow: Meowing to The Visual Beat Via Video-to-Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose V2Meow, a video-to-music generation system capable of producing high-quality music audio for a diverse range of video input types using a multi-stage autoregressive model. |
KUN SU et. al. | aaai | 2024-02-20 |
| 368 | DeepSRGM — Sequence Classification and Ranking in Indian Classical Music with Deep Learning Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we propose a deep learning based approach to Raga recognition. |
Sathwik Tejaswi Madhusudhan; Girish Chowdhary; | arxiv-cs.SD | 2024-02-15 |
| 369 | Phantom in The Opera: Adversarial Music Attack for Robot Dialogue System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This study explores the vulnerability of robot dialogue systems’ automatic speech recognition (ASR) module to adversarial music attacks. Specifically, we explore music as a … |
Sheng Li; Jiyi Li; Yang Cao; | Frontiers Comput. Sci. | 2024-02-15 |
| 370 | DeepSRGM – Sequence Classification and Ranking in Indian Classical Music Via Deep Learning IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A vital aspect of Indian Classical Music (ICM) is Raga, which serves as a melodic framework for compositions and improvisations alike. Raga Recognition is an important music … |
S. Madhusudhan; Girish V. Chowdhary; | ArXiv | 2024-02-15 |
| 371 | An Order-Complexity Aesthetic Assessment Model for Aesthetic-aware Music Recommendation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Computational aesthetic evaluation has made remarkable contribution to visual art works, but its application to music is still rare. |
Xin Jin; Wu Zhou; Jingyu Wang; Duo Xu; Yongsen Zheng; | arxiv-cs.CV | 2024-02-13 |
| 372 | Sheet Music Transformer: End-To-End Optical Music Recognition Beyond Monophonic Transcription Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This paper presents the Sheet Music Transformer, the first end-to-end OMR model designed to transcribe complex musical scores without relying solely on monophonic strategies. |
Antonio Ríos-Vila; Jorge Calvo-Zaragoza; Thierry Paquet; | arxiv-cs.CV | 2024-02-12 |
| 373 | RaveNET: Connecting People and Exploring Liminal Space Through Wearable Networks in Music Performance Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: RaveNET connects people to music, enabling musicians to modulate sound using signals produced by their own bodies or the bodies of others. We present three wearable prototype … |
Rachel Freire; Valentin Martinez-Missir; Courtney N. Reed; P. Strohmeier; | Proceedings of the Eighteenth International Conference on … | 2024-02-11 |
| 374 | Evaluating Co-Creativity Using Total Information Flow Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose a method to compute the information flow using pre-trained generative models as entropy estimators. |
Vignesh Gokul; Chris Francis; Shlomo Dubnov; | arxiv-cs.SD | 2024-02-09 |
| 375 | MusicMagus: Zero-Shot Text-to-Music Editing Via Diffusion Models IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: However, music generation usually involves iterative refinements, and how to edit the generated music remains a significant challenge. This paper introduces a novel approach to the editing of music generated by such models, enabling the modification of specific attributes, such as genre, mood and instrument, while maintaining other aspects unchanged. |
YIXIAO ZHANG et. al. | arxiv-cs.SD | 2024-02-08 |
| 376 | Hierarchical Multi-head Attention LSTM for Polyphonic Symbolic Melody Generation Related Papers Related Patents Related Grants Related Venues Related Experts View |
Ahmet Kaşif; Selçuk Sevgen; Alper Ozcan; C. Catal; | Multim. Tools Appl. | 2024-02-08 |
| 377 | Towards Feature-based Versioning for Musicological Research Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper discusses the management of revisions and variants of musical works for the context of musicological research. Domain-specific languages (DSLs) are a fundamental tool … |
P. Grünbacher; Markus Neuwirth; | Proceedings of the 18th International Working Conference on … | 2024-02-07 |
| 378 | Melody Generation Based on Deep Ensemble Learning Using Varying Temporal Context Length Related Papers Related Patents Related Grants Related Venues Related Experts View |
Baibhav Nag; Asif Iqbal Middya; Sarbani Roy; | Multim. Tools Appl. | 2024-02-02 |
| 379 | Everyday Uses of Music Listening and Music Technologies By Caregivers and People with Dementia: Survey and Focus Group Study Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To ensure music technologies are appropriately designed for supporting caregivers and people living with dementia, there remains a need to better understand how music is currently used in everyday care at home. We aimed to understand how people with dementia and their caregivers use music technologies in everyday caring, as well as challenges they experience using music and technology. |
DIANNA VIDAS et. al. | arxiv-cs.HC | 2024-02-01 |
| 380 | Dance-to-Music Generation with Encoder-based Textual Inversion Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: They often overlook the nuanced management of temporal rhythm, which is indispensable in crafting music for dance, since it intricately aligns the musical beats with the dancers’ movements. Recognizing this gap, we propose an encoder-based textual inversion technique to augment text-to-music models with visual control, facilitating personalized music generation. |
SIFEI LI et. al. | arxiv-cs.SD | 2024-01-31 |
| 381 | Dance-to-Music Generation with Encoder-based Textual Inversion of Diffusion Models Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The seamless integration of music with dance movements is essential for communicating the artistic intent of a dance piece. This alignment also significantly improves the … |
SIFEI LI et. al. | ArXiv | 2024-01-31 |
| 382 | SongBsAb: A Dual Prevention Approach Against Singing Voice Conversion Based Illegal Song Covers Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose SongBsAb, the first proactive approach to tackle SVC-based illegal song covers. |
GUANGKE CHEN et. al. | arxiv-cs.SD | 2024-01-30 |
| 383 | Music Auto-Tagging with Robust Music Representation Learned Via Domain Adversarial Training Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This study proposes a method inspired by speech-related tasks to enhance music auto-tagging performance in noisy settings. |
Haesun Joung; Kyogu Lee; | arxiv-cs.SD | 2024-01-27 |
| 384 | MoodLoopGP: Generating Emotion-Conditioned Loop Tablature Music with Multi-Granular Features Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Hence, building upon LooperGP, a loopable tablature generation model, this paper explores endowing systems with control over conveyed emotions. To enable such conditional generation, we propose integrating musical knowledge by utilizing multi-granular semantic and musical features during model training and inference. |
Wenqian Cui; Pedro Sarmento; Mathieu Barthet; | arxiv-cs.SD | 2024-01-23 |
| 385 | MELODY: Robust Semi-Supervised Hybrid Model for Entity-Level Online Anomaly Detection with Multivariate Time Series Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we study the problem of anomaly detection for deployments. |
Jingchao Ni; Gauthier Guinet; Peihong Jiang; Laurent Callot; Andrey Kan; | arxiv-cs.LG | 2024-01-18 |
| 386 | Exploring The Diversity of Music Experiences for Deaf and Hard of Hearing People Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Sensory substitution or enhancement techniques have been proposed to enable deaf or hard of hearing (DHH) people to listen to and even compose music. |
Kyrie Zhixuan Zhou; Weirui Peng; Yuhan Liu; Rachel F. Adler; | arxiv-cs.HC | 2024-01-17 |
| 387 | Emotional Behavior Analysis of Music Course Evaluation Based on Online Comment Mining Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This study investigates the method of analyzing emotional tendencies in music courses and its application in lesson plan evaluation. Using a weighted method to analyze emotional … |
Nan Li; | Int. J. Inf. Technol. Web Eng. | 2024-01-17 |
| 388 | Link Me Baby One More Time: Social Music Discovery on Spotify Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We explore the social and contextual factors that influence the outcome of person-to-person music recommendations and discovery. |
Shazia’Ayn Babul; Desislava Hristova; Antonio Lima; Renaud Lambiotte; Mariano Beguerisse-Díaz; | arxiv-cs.SI | 2024-01-16 |
| 389 | ScripTONES: Sentiment-Conditioned Music Generation for Movie Scripts Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a two-stage pipeline for generating music from a movie script. |
Vishruth Veerendranath; Vibha Masti; Utkarsh Gupta; Hrishit Chaudhuri; Gowri Srinivasa; | arxiv-cs.MM | 2024-01-13 |
| 390 | Sub-Band and Full-Band Interactive U-Net with Dprnn for Demixing Cross-Talk Stereo Music Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper proposes to use U-Nets to extract information from predefined sub-bands and full-band for stereo music demixing. Experimental results show that the proposed system can … |
HAN YIN et. al. | 2024 IEEE International Conference on Acoustics, Speech, … | 2024-01-11 |
| 391 | Singer Identity Representation Learning Using Self-Supervised Techniques Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: However, the same level of progress has not been achieved for singing voices. To bridge this gap, we suggest a framework for training singer identity encoders to extract representations suitable for various singing-related tasks, such as singing voice similarity and synthesis. |
Bernardo Torres; Stefan Lattner; Gaël Richard; | arxiv-cs.SD | 2024-01-10 |
| 392 | On Using Artificial Intelligence to Predict Music Playlist Success Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The emergence of digital music platforms has fundamentally transformed the way we engage with and organize music. As playlist creation has gained widespread popularity, there is … |
Roberto Cavicchioli; J. Hu; Marco Furini; | 2024 IEEE 21st Consumer Communications & Networking … | 2024-01-06 |
| 393 | MusicAOG: An Energy-Based Model for Learning and Sampling A Hierarchical Representation of Symbolic Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In addressing the challenge of interpretability and generalizability of artificial music intelligence, this paper introduces a novel symbolic representation that amalgamates both explicit and implicit musical information across diverse traditions and granularities. |
YIKAI QIAN et. al. | arxiv-cs.SD | 2024-01-05 |
| 394 | Continuous Emotion-Based Image-to-Music Generation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Image-to-music generation aims to generate realistic pure music according to a given image. Although many previous works are conducted on bridging image and music, they mainly … |
Yajie Wang; Mulin Chen; Xuelong Li; | IEEE Transactions on Multimedia | 2024-01-01 |
| 395 | Self-Supervised Learning of Multi-Level Audio Representations for Music Segmentation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The task of music structure analysis refers to automatically identifying the location and the nature of musical sections within a song. In the supervised scenario, structural … |
Morgan Buisson; Brian McFee; S. Essid; H. Crayencour; | IEEE/ACM Transactions on Audio, Speech, and Language … | 2024-01-01 |
| 396 | Full-Page Music Symbols Recognition: State-of-the-Art Deep Model Comparison for Handwritten and Printed Music Scores Related Papers Related Patents Related Grants Related Venues Related Experts View |
Ali Yesilkanat; Yann Soullard; Bertrand Coüasnon; Nathalie Girard; | International Workshop on Document Analysis Systems | 2024-01-01 |
| 397 | Time-Delay Estimation Based on An Enhanced Modified MUSIC With Co-Prime Frequency Sampling for Rough Pavement Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In cases involving a rough interface, the echo frequency behavior of ultrawideband ground-penetrating radar (UWB-GPR) approximates a nonlinear Gaussian function. This … |
BIYUN MA et. al. | IEEE Geoscience and Remote Sensing Letters | 2024-01-01 |
| 398 | Copyright and The Production of Hip Hop Music Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Whereas the role of patents in cumulative innovation has been well established, little work has examined the impact that copyright policy may have on cumulative innovation in … |
J. Watson; | SSRN Electronic Journal | 2024-01-01 |
| 399 | Assessing The Effects of Music on Anxiety and Performance in Tasks Using Heart Rate Variability and Mean Arterial Pressure Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Anxiety disorder affects 264 million people worldwide. According to the Anxiety and Depression Association of America, 31% of the population experiences anxiety problems at some … |
M. NITHYA MYLAKUMAR et. al. | IEEE Access | 2024-01-01 |
| 400 | MusicECAN: An Automatic Denoising Network for Music Recordings With Efficient Channel Attention Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this work, we address the long-standing problem of automatic recorded music denoising. In previous audio denoising research, the primary focus has been on speech, and music … |
Haonan Cheng; Shulin Liu; Zhicheng Lian; Long Ye; Qin Zhang; | IEEE/ACM Transactions on Audio, Speech, and Language … | 2024-01-01 |
| 401 | Multi-Layer Combined Frequency and Periodicity Representations for Multi-Pitch Estimation of Multi-Instrument Music Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Multi-pitch estimation (MPE) is one of the most important tasks in automatic music transcription (AMT). Since music generally involves a wide variety of instruments, MPE should be … |
Tomoki Matsunaga; Hiroaki Saito; | IEEE/ACM Transactions on Audio, Speech, and Language … | 2024-01-01 |
| 402 | Cross-Modal Interaction Via Reinforcement Feedback for Audio-Lyrics Retrieval Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The task of retrieving audio content relevant to lyric queries and vice versa plays a critical role in music-oriented applications. In this process, robust feature representations … |
Dong Zhou; Fang Lei; Lin Li; Yongmei Zhou; Aimin Yang; | IEEE/ACM Transactions on Audio, Speech, and Language … | 2024-01-01 |
| 403 | DanceComposer: Dance-to-Music Generation Using A Progressive Conditional Music Generator Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A wonderful piece of music is the essence and soul of dance, which motivates the study of automatic music generation for dance. To create appropriate music from dance, cross-modal … |
Xiao Liang; Wensheng Li; Lifeng Huang; Chengying Gao; | IEEE Transactions on Multimedia | 2024-01-01 |
| 404 | Beyond The Trends: Evolution and Future Directions in Music Recommender Systems Research Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The study of Music Recommender Systems (MRS) has become crucial in digital music consumption, influencing how people discover and interact with music. This comprehensive analysis … |
Babak Amiri; Nikan Shahverdi; Amirali Haddadi; Yalda Ghahremani; | IEEE Access | 2024-01-01 |
| 405 | A Computationally Light MUSIC Based Algorithm for Automotive RADARs Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper, a computationally light single-snapshot multiple signal classification (MUSIC) algorithm is presented for multidimensional estimation in the framework of automotive … |
M. A. Maisto; A. Dell’Aversano; Adriana Brancaccio; Ivan Russo; Raffaele Solimene; | IEEE Transactions on Computational Imaging | 2024-01-01 |
| 406 | A Short Survey and Comparison of CNN-Based Music Genre Classification Using Multiple Spectral Features Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The goal of music genre classification is to identify the genre of given feature vectors representing certain characteristics of music clips. In addition, to improve the accuracy … |
W. Seo; Sung-Hyun Cho; Paweł Teisseyre; Jaesung Lee; | IEEE Access | 2024-01-01 |
| 407 | Musical Genre Classification Using Advanced Audio Analysis and Deep Learning Techniques Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Classifying music genres has been a significant problem in the decade of seamless music streaming platforms and countless content creations. An accurate music genre classification … |
MUMTAHINA AHMED et. al. | IEEE Open Journal of the Computer Society | 2024-01-01 |
| 408 | Moûsai: Efficient Text-to-Music Diffusion Models Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Recent years have seen the rapid development 001 of large generative models for text; however, 002 much less research has explored the connection 003 between text and another … |
Flavio Schneider; Ojasv Kamal; Zhijing Jin; Bernhard Schölkopf; | Annual Meeting of the Association for Computational … | 2024-01-01 |
| 409 | The Beauty of Repetition: An Algorithmic Composition Model With Motif-Level Repetition Generator and Outline-to-Music Generator in Symbolic Music Generation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Most musical compositions utilize repetition as a fundamental element to create captivating aesthetic experiences. However, the potential of repetition in machine-learning-based … |
ZHEJING HU et. al. | IEEE Transactions on Multimedia | 2024-01-01 |
| 410 | Drawlody: Sketch-Based Melody Creation With Enhanced Usability and Interpretability Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Sketch-based melody creation systems enable people to compose melodies by converting human-sketched melody contours into coherent melodies that fit the depicted contours. This … |
Qihao Liang; Ye Wang; | IEEE Transactions on Multimedia | 2024-01-01 |
| 411 | EXPLORE — Explainable Song Recommendation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present a novel approach combining advanced algorithms and an interactive user interface. |
Abhinav Arun; Mehul Soni; Palash Choudhary; Saksham Arora; | arxiv-cs.IR | 2023-12-30 |
| 412 | Deep Neural Network Architectures for Audio Emotion Recognition Performed on Song and Speech Modalities Related Papers Related Patents Related Grants Related Venues Related Experts View |
Souha Ayadi; Z. Lachiri; | Int. J. Speech Technol. | 2023-12-28 |
| 413 | EnchantDance: Unveiling The Potential of Music-Driven Dance Movement Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we introduce the EnchantDance framework, a state-of-the-art method for dance generation. |
BO HAN et. al. | arxiv-cs.SD | 2023-12-26 |
| 414 | Combinatorial Music Generation Model with Song Structure Graph Analysis Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we propose a symbolic music generation model with the song structure graph analysis network. |
Seonghyeon Go; Kyogu Lee; | arxiv-cs.SD | 2023-12-23 |
| 415 | Improving Chinese Pop Song and Hokkien Gezi Opera Singing Voice Synthesis By Enhancing Local Modeling Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Consequently, the synthesized audio exhibits local incongruities (e. g. , local pronunciation jitter or local noise). To address this problem, we propose two methods to enhance local modeling in the acoustic model. |
Peng Bai; Yue Zhou; Meizhen Zheng; Wujin Sun; Xiaodong Shi; | emnlp | 2023-12-22 |
| 416 | Byte Pair Encoding for Symbolic Music IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we show that Byte Pair Encoding, a compression technique widely used for natural language, significantly decreases the sequence length while increasing the vocabulary size. |
Nathan Fradet; Nicolas Gutowski; Fabien Chhel; Jean-Pierre Briot; | emnlp | 2023-12-22 |
| 417 | ALCAP: Alignment-Augmented Music Captioner Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: However, a comprehensive understanding of music necessitates the integration of both these elements. In this study, we delve into this overlooked realm by introducing a method to systematically learn multimodal alignment between audio and lyrics through contrastive learning. |
ZIHAO HE et. al. | emnlp | 2023-12-22 |
| 418 | Total Variation in Popular Rap Vocals from 2009-2023: Extension of The Analysis By Georgieva, Ripolles & McFee Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present an analysis of fundamental frequency (F0) variation in rap vocals over the past 14 years, focusing on song examples that represent the state of modern rap music. |
Kelvin L Walls; Iran R Roman; Bea Steers; Elena Georgieva; | arxiv-cs.SD | 2023-12-21 |
| 419 | A Unified Representation Framework for The Evaluation of Optical Music Recognition Systems Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper we identify the need of a common music representation language and propose the Music Tree Notation (MTN) format, with the idea to construct a common endpoint for OMR research that allows coordination, reuse of technology and fair evaluation of community efforts. |
Pau Torras; Sanket Biswas; Alicia Fornés; | arxiv-cs.CV | 2023-12-20 |
| 420 | User-centric Item Characteristics for Personalized Multimedia Systems: A Systematic Review Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Multimedia item characteristics are used in domains, such as recommender systems and information retrieval. In this work we distinguish two main groups of item characteristics: … |
Elham Motamedi; Marko Tkalcic; | Intelligenza Artificiale | 2023-12-15 |
| 421 | StemGen: A Music Generation Model That Listens IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we present an alternative paradigm for producing music generation models that can listen and respond to musical context. |
JULIAN D. PARKER et. al. | arxiv-cs.SD | 2023-12-14 |
| 422 | WikiMuTe: A Web-sourced Dataset of Semantic Descriptions for Music Audio Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, we present WikiMuTe, a new and open dataset containing rich semantic descriptions of music. |
Benno Weck; Holger Kirchhoff; Peter Grosche; Xavier Serra; | arxiv-cs.CL | 2023-12-14 |
| 423 | Computational Copyright: Towards A Royalty Model for Music Generative AI Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To this end, we present algorithmic solutions employing data attribution techniques. |
Junwei Deng; Shiyuan Zhang; Jiaqi Ma; | arxiv-cs.AI | 2023-12-11 |
| 424 | MART: Learning Hierarchical Music Audio Representations with Part-Whole Transformer Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In our quest to comprehend the bottom-up structure of music, we introduce MART, a hierarchical music representation learning approach that facilitates feature interactions among cropped music clips while considering their part-whole hierarchies. |
DONG YAO et. al. | arxiv-cs.SD | 2023-12-11 |
| 425 | Semantic Dependency Network for Lyrics Generation from Melody Related Papers Related Patents Related Grants Related Venues Related Experts View |
Wei Duan; Yi Yu; Keizo Oyama; | Neural Computing and Applications | 2023-12-09 |
| 426 | The Impact of Social Robots’ Presence and Roles on Children’s Performance in Musical Instrument Practice Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Research on the educational applications of social robots has shown how they can motivate children and help improve academic learning outcomes. Here, we examine how robots can … |
Heqiu Song; Emilia I. Barakova; Jaap Ham; P. Markopoulos; | Br. J. Educ. Technol. | 2023-12-07 |
| 427 | Music-Graph2Vec: An Efficient Method for Embedding Pitch Segment Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Learning low-dimensional continuous vector representation for short pitch segment extracted from songs is has been confirmed to contain tonal features of music, which is key to … |
Taiwei Wu; Jianhao Zhang; Lian Duan; Yuanzhe Cai; | Proceedings of the 5th ACM International Conference on … | 2023-12-06 |
| 428 | A Semi-Supervised Deep Learning Approach to Dataset Collection for Query-By-Humming Task Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose a deep learning data collection technique and introduce Covers and Hummings Aligned Dataset (CHAD), a novel dataset that contains 18 hours of short music fragments, paired with time-aligned hummed versions. |
AMANTUR AMATOV et. al. | arxiv-cs.SD | 2023-12-02 |
| 429 | Performance Bound Optimization for MIMO Radar Direction Finding With MUSIC Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The multiple signal classification (MUSIC) algorithm has been widely applied in direction finding with multiple-input-multiple-output (MIMO) radar. To enhance the angle estimation … |
Wenjun Wu; Bo Tang; Ran Tao; | IEEE Transactions on Aerospace and Electronic Systems | 2023-12-01 |
| 430 | DanceMeld: Unraveling Dance Phrases with Hierarchical Latent Codes for Music-to-Dance Synthesis Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the realm of 3D digital human applications, music-to-dance presents a challenging task. Given the one-to-many relationship between music and dance, previous methods have been … |
Xin Gao; Liucheng Hu; Peng Zhang; Bang Zhang; Liefeng Bo; | ArXiv | 2023-11-30 |
| 431 | Barwise Music Structure Analysis with The Correlation Block-Matching Segmentation Algorithm Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we extend an MSA algorithm called the Correlation Block-Matching (CBM) algorithm introduced by (Marmoret et al., 2020, 2022b). |
Axel Marmoret; Jérémy E. Cohen; Frédéric Bimbot; | arxiv-cs.SD | 2023-11-30 |
| 432 | Motion to Dance Music Generation Using Latent Diffusion Model Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The role of music in games and animation, particularly in dance content, is essential for creating immersive and entertaining experiences. Although recent studies have made … |
Vanessa Tan; Junghyun Nam; Juhan Nam; Jun-yong Noh; | SIGGRAPH Asia 2023 Technical Communications | 2023-11-28 |
| 433 | A Brief Scoping Review of Musical Performance Support System in IEEE Study Fields Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper investigates the current state of research regarding technological innovation for practical music performance and education. Digital devices and informatic technologies … |
Yasumasa Yamaguchi; | 2023 IEEE International Conference on Teaching, Assessment … | 2023-11-28 |
| 434 | Visual Signatures of Music Mood Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Majority of the existing methods of music visualization utilized mostly frequency, tempo and volume which are rendered in realtime as animated images for the music being played. … |
Hanqin Wang; A. Sourin; | SIGGRAPH Asia 2023 Posters | 2023-11-28 |
| 435 | Automatic Time Signature Determination for New Scores Using Lyrics for Latent Rhythmic Structure Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a novel approach that only uses lyrics as input to automatically generate a fitting time signature for lyrical songs and uncover the latent rhythmic structure utilizing explainable machine learning models. |
Callie C. Liao; Duoduo Liao; Jesse Guessford; | arxiv-cs.LG | 2023-11-26 |
| 436 | Predominant Audio Source Separation in Polyphonic Music Related Papers Related Patents Related Grants Related Venues Related Experts View |
L. Reghunath; R. Rajan; | EURASIP Journal on Audio, Speech, and Music Processing | 2023-11-24 |
| 437 | A Recurrent Connectionist Model of Melody Perception : An Exploration Using TRACX2 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Are similar, or even identical, mechanisms used in the computational modeling of speech segmentation, serial image processing and music processing? We address this question by exploring how TRACX2, (French et al., 2011; French \& Cottrell, 2014; Mareschal \& French, 2017), a recognition-based, recursive connectionist autoencoder model of chunking and sequence segmentation, which has successfully simulated speech and serial-image processing, might be applied to elementary melody perception. |
Daniel Defays; Robert French; Barbara Tillmann; | arxiv-cs.AI | 2023-11-21 |
| 438 | Machine Down: Making Sense of Human-computer Interaction – Garfinkel’s Research on ELIZA and LYRIC from 1967 to 1969 and Its Contemporary Relevance Related Papers Related Patents Related Grants Related Venues Related Experts View |
Clemens Eisenmann; J. Mlynář; Jason Turowetz; A. Rawls; | AI Soc. | 2023-11-21 |
| 439 | Equipping Pretrained Unconditional Music Transformers with Instrument and Genre Controls Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The ”pretraining-and-finetuning” paradigm has become a norm for training domain-specific models in natural language processing and computer vision. In this work, we aim to examine this paradigm for symbolic music generation through leveraging the largest ever symbolic music dataset sourced from the MuseScore forum. |
Weihan Xu; Julian McAuley; Shlomo Dubnov; Hao-Wen Dong; | arxiv-cs.SD | 2023-11-20 |
| 440 | M2UGen: Multi-modal Music Understanding and Generation with The Power of Large Language Models Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The current landscape of research leveraging large language models (LLMs) is experiencing a surge. Many works harness the powerful reasoning capabilities of these models to … |
Atin Sakkeer Hussain; Shansong Liu; Chenshuo Sun; Ying Shan; | ArXiv | 2023-11-19 |
| 441 | Encoding Performance Data in MEI with The Automatic Music Performance Analysis and Comparison Toolkit (AMPACT) Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents a new method of encoding performance data in MEI using the recently added \texttt{ |
Johanna Devaney; Cecilia Beauchamp; | arxiv-cs.SD | 2023-11-19 |
| 442 | M$^{2}$UGen: Multi-modal Music Understanding and Generation with The Power of Large Language Models IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: However, research that combines both understanding and generation using LLMs is still limited and in its nascent stage. To address this gap, we introduce a Multi-modal Music Understanding and Generation (M$^{2}$UGen) framework that integrates LLM’s abilities to comprehend and generate music for different modalities. |
Shansong Liu; Atin Sakkeer Hussain; Qilong Wu; Chenshuo Sun; Ying Shan; | arxiv-cs.SD | 2023-11-19 |
| 443 | The Persian Piano Corpus: A Collection Of Instrument-Based Feature Extracted Data Considering Dastgah Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The research in the field of music is rapidly growing, and this trend emphasizes the need for comprehensive data. Though researchers have made an effort to contribute their own datasets, many data collections lack the requisite inclusivity for comprehensive study because they are frequently focused on particular components of music or other specific topics. |
Parsa Rasouli; Azam Bastanfard; | arxiv-cs.SD | 2023-11-18 |
| 444 | ConCollA – A Smart Emotion-based Music Recommendation System for Drivers Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music recommender system is an area of information retrieval system that suggests customized music recommendations to users based on their previous preferences and experiences … |
JIGNA S. PATEL et. al. | Scalable Comput. Pract. Exp. | 2023-11-17 |
| 445 | Retrieval Augmented Generation of Symbolic Music with LLMs Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We explore the use of large language models (LLMs) for music generation using a retrieval system to select relevant examples. |
Nicolas Jonason; Luca Casini; Carl Thomé; Bob L. T. Sturm; | arxiv-cs.SD | 2023-11-17 |
| 446 | The Song Describer Dataset: A Corpus of Audio Captions for Music-and-Language Evaluation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We introduce the Song Describer dataset (SDD), a new crowdsourced corpus of high-quality audio-caption pairs, designed for the evaluation of music-and-language models. |
ILARIA MANCO et. al. | arxiv-cs.SD | 2023-11-16 |
| 447 | Can MusicGen Create Training Data for MIR Tasks? Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We are investigating the broader concept of using AI-based generative music systems to generate training data for Music Information Retrieval (MIR) tasks. |
Nadine Kroher; Helena Cuesta; Aggelos Pikrakis; | arxiv-cs.SD | 2023-11-15 |
| 448 | Exploring Variational Auto-Encoder Architectures, Configurations, and Datasets for Generative Music Explainable AI Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This paper contributes a systematic examination of the impact that different combinations of Variational Auto-Encoder models (MeasureVAE and AdversarialVAE), configurations of latent space in the AI model (from 4 to 256 latent dimensions), and training datasets (Irish folk, Turkish folk, Classical, and pop) have on music generation performance when 2 or 4 meaningful musical attributes are imposed on the generative model. |
Nick Bryan-Kinns; Bingyuan Zhang; Songyan Zhao; Berker Banar; | arxiv-cs.SD | 2023-11-14 |
| 449 | Music ControlNet: Multiple Time-varying Controls for Music Generation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose Music ControlNet, a diffusion-based music generation model that offers multiple precise, time-varying controls over generated audio. |
Shih-Lun Wu; Chris Donahue; Shinji Watanabe; Nicholas J. Bryan; | arxiv-cs.SD | 2023-11-12 |
| 450 | Attitudes of Music Scholars Towards Digital Musicology Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music research appears to lag behind other fields in adopting methods coming from the digital humanities (DH). Researchers have hypothesized that this might be due to the gulf … |
Audrey Laplante; Jean-Sébastien Sauvé; | Proceedings of the 10th International Conference on Digital … | 2023-11-10 |
| 451 | Visual Presentation and Exploration of Musical Corpora: Case Study: Oskar Kolberg’s Opera Omnia Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Extensive musical collections are growing with increasing momentum, and there are progressively more digital tools for analysing musical corpora. These tools visualize statistical … |
Anna Maria Matuszewska; | Proceedings of the 10th International Conference on Digital … | 2023-11-10 |
| 452 | Text Boundaries Do Not Provide A Better Segmentation of Gregorian Antiphons Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: It has been previously proposed that syllable and word boundaries in Gregorian chant texts can be used to segment chant melodies in a more meaningful way than segmentation methods … |
Vojtěch Lanz; Jan Hajič; | Proceedings of the 10th International Conference on Digital … | 2023-11-10 |
| 453 | Exploring Early Vocal Music and Its Lute Arrangements: Using F-TEMPO As A Musicological Tool Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In its earliest state, F-TEMPO (Full-Text searching of Early Music Prints Online) enabled searching in the musical content of about 30,000 page-images of early printed music from … |
Tim Crawford; David Lewis; Alastair Porter; | Proceedings of the 10th International Conference on Digital … | 2023-11-10 |
| 454 | Understanding The Needs of Music Editors in A Digital World. Adding Support for Editorial Markup to The Mei-friend Editor Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The mei-friend editor aims to address the challenges faced in the last mile of preparing MEI encodings, specifically the conversion and correction of the encodings through a … |
Anna Plaksin; | Proceedings of the 10th International Conference on Digital … | 2023-11-10 |
| 455 | An Algorithmic Approach to Automated Symbolic Transcription of Hindustani Vocals Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Although a sizable body of digital music scholarship has focused on automatic transcription, it has almost exclusively been applied to Western music. In this paper, we outline an … |
Rhythm Jain; Claire Arthur; | Proceedings of the 10th International Conference on Digital … | 2023-11-10 |
| 456 | Proceedings of The 5th International Workshop on Reading Music Systems Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: The International Workshop on Reading Music Systems (WoRMS) is a workshop that tries to connect researchers who develop systems for reading music, such as in the field of Optical … |
Jorge Calvo-Zaragoza; Alexander Pacha; Elona Shatri; | arxiv-cs.CV | 2023-11-07 |
| 457 | The Music Meta Ontology: A Flexible Semantic Model for The Interoperability of Music Metadata Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: It is nonetheless an open challenge due to the complexity of musical concepts arising from different genres, styles, and periods — standing to benefit from a lingua franca to accommodate various stakeholders (musicologists, librarians, data engineers, etc.). To initiate this transition, we introduce the Music Meta ontology, a rich and flexible semantic model to describe music metadata related to artists, compositions, performances, recordings, and links. |
Jacopo de Berardinis; Valentina Anita Carriero; Albert Meroño-Peñuela; Andrea Poltronieri; Valentina Presutti; | arxiv-cs.IR | 2023-11-07 |
| 458 | Are Words Enough? On The Semantic Conditioning of Affective Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This concern seems highly relevant today, considering the exponential growth of natural language processing using deep learning models where it is possible to prompt semantic propositions to generate music automatically. This scoping review aims to analyze and discuss the possibilities of music generation conditioned by emotions. |
Jorge Forero; Gilberto Bernardes; Mónica Mendes; | arxiv-cs.MM | 2023-11-06 |
| 459 | Controllable Music Production with Diffusion Models and Guidance Gradients IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We demonstrate how conditional generation from diffusion models can be used to tackle a variety of realistic tasks in the production of music in 44.1kHz stereo audio with sampling-time guidance. |
Mark Levy; Bruno Di Giorgi; Floris Weers; Angelos Katharopoulos; Tom Nickson; | arxiv-cs.SD | 2023-11-01 |
| 460 | Video2Music: Suitable Music Generation from Videos Using An Affective Multimodal Transformer Model IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we develop a generative music AI framework, Video2Music, that can match a provided video. |
Jaeyong Kang; Soujanya Poria; Dorien Herremans; | arxiv-cs.SD | 2023-11-01 |
| 461 | Multimodal Multifaceted Music Emotion Recognition Based on Self-Attentive Fusion of Psychology-Inspired Symbolic and Acoustic Features Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper describes automatic music emotion recognition (MER) that aims to estimate the valence and arousal (V/A) scores of a piece of piano music. The emotion is multifaceted in … |
Jiahao Zhao; Kazuyoshi Yoshii; | 2023 Asia Pacific Signal and Information Processing … | 2023-10-31 |
| 462 | JEN-1 Composer: A Unified Framework for High-Fidelity Multi-Track Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This departure from the typical workflows of professional composers hinders the ability to refine details in specific tracks. To address this gap, we propose JEN-1 Composer, a unified framework designed to efficiently model marginal, conditional, and joint distributions over multi-track music using a single model. |
Yao Yao; Peike Li; Boyu Chen; Alex Wang; | arxiv-cs.SD | 2023-10-29 |
| 463 | HeartRhythm: ECG-Based Music Preference Classification in Popular Music Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Electrocardiogram (ECG) is a promising signal for music psychology research, but it is rare to find a music study applying ECG to machine learning, especially in music preference … |
Phairot Autthasan; Petchkla Sukontaman; Theerawit Wilaiprasitporn; Soravitt Sangnark; | 2023 IEEE SENSORS | 2023-10-29 |
| 464 | Exploring The Emotional Landscape of Music: An Analysis of Valence Trends and Genre Variations in Spotify Music Data Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper conducts an intricate analysis of musical emotions and trends using Spotify music data, encompassing audio features and valence scores extracted through the Spotipi API. |
Shruti Dutta; Shashwat Mookherjee; | arxiv-cs.SD | 2023-10-29 |
| 465 | Content-based Controls For Music Large Language Modeling IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We aim to further equip the models with direct and content-based controls on innate music languages such as pitch, chords and drum track. |
Liwei Lin; Gus Xia; Junyan Jiang; Yixiao Zhang; | arxiv-cs.AI | 2023-10-26 |
| 466 | Miditok: A Python Package for MIDI File Tokenization IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Language models, such as Transformers, have been used with symbolic music for a variety of tasks among which music generation, modeling or transcription, with state-of-the-art performances. |
Nathan Fradet; Jean-Pierre Briot; Fabien Chhel; Amal El Fallah Seghrouchni; Nicolas Gutowski; | arxiv-cs.LG | 2023-10-26 |
| 467 | HoloSinger: Semantics and Music Driven Motion Generation with Octahedral Holographic Projection Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Lyrics and music are both significant for a singer to perform a song. Therefore, it is important in singer’s motion generation to model both semantic and acoustic correlation with … |
ZEYU JIN et. al. | Proceedings of the 31st ACM International Conference on … | 2023-10-26 |
| 468 | The Effects of Viewing Formats and Song Genres on Audience Experiences in Virtual Avatar Concerts Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the recent advancements in multimedia and computer graphics technology, virtual avatar concerts have become increasingly popular among both well-known celebrities and … |
Sebin Lee; Daye Kim; Jungjin Lee; | Proceedings of the 31st ACM International Conference on … | 2023-10-26 |
| 469 | Towards A System Supporting Music Feedback Exercise in Physical Tele-Rehabilitation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: For decades music has been used successfully in sports and especially physical rehabilitation in order to motivate people and increase satisfaction in the actual workout. The … |
Alexander Carôt; Thomas Hans Fritz; Katja Englert; | 2023 4th International Symposium on the Internet of Sounds | 2023-10-26 |
| 470 | Analysis of Accessible Digital Musical Instruments Through The Lens of Disability Models: A Case Study with Instruments Targeting D/Deaf People Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music educators and researchers have grown increasingly aware of the need for traditional musical practices to promote inclusive music for disabled people. Inclusive music … |
Erivan Gonçalves Duarte; Isabelle Cossette; Marcelo M. Wanderley; | Frontiers Comput. Sci. | 2023-10-24 |
| 471 | Efficient Neural Music Generation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we present **M**e**L**o**D**y (**M** for music; **L** for LM; **D** for diffusion), an LM-guided diffusion model that generates music audios of state-of-the-art quality meanwhile reducing 95.7\% or 99.6\% forward passes in MusicLM, respectively, for sampling 10s or 30s music. |
MAX W. Y. LAM et. al. | nips | 2023-10-24 |
| 472 | Simple and Controllable Music Generation IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We introduce MusicGen, a single Language Model (LM) that operates over several streams of compressed discrete music representation, i.e., tokens. |
JADE COPET et. al. | nips | 2023-10-24 |
| 473 | MARBLE: Music Audio Representation Benchmark for Universal Evaluation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In the era of extensive intersection between art and Artificial Intelligence (AI), such as image generation and fiction co-creation, AI for music remains relatively nascent, particularly in music understanding. This is evident in the limited work on deep music representations, the scarcity of large-scale datasets, and the absence of a universal and community-driven benchmark. To address this issue, we in troduce the Music Audio Representation Benchmark for universaL Evaluation, termed MARBLE. |
RUIBIN YUAN et. al. | nips | 2023-10-24 |
| 474 | DISCO-10M: A Large-Scale Music Dataset Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Music datasets play a crucial role in advancing research in machine learning for music. However, existing music datasets suffer from limited size, accessibility, and lack of audio resources. To address these shortcomings, we present DISCO-10M, a novel and extensive music dataset that surpasses the largest previously available music dataset by an order of magnitude. |
Luca Lanzendörfer; Florian Grötschla; Emil Funke; Roger Wattenhofer; | nips | 2023-10-24 |
| 475 | Playing with Feeling: Exploring Vibrotactile Feedback and Aesthetic Experiences for Developing Haptic Wearables for Blind and Low Vision Music Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Musical haptic wearables (MHWs) that convey information through vibrotactile feedback holds the potential to support the music learning of a blind or low vision (BLV) music … |
Leon Lu; Jin Kang; Chase Crispin; Audrey Girouard; | Proceedings of the 25th International ACM SIGACCESS … | 2023-10-22 |
| 476 | MUSE: Music Recommender System with Shuffle Play Recommendation Enhancement Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Based on our observation that the shuffle play sessions hinder the overall training process of music recommender systems mainly due to the high unique transition rates of shuffle play sessions, we propose a Music Recommender System with Shuffle Play Recommendation Enhancement (MUSE). |
Yunhak Oh; Sukwon Yun; Dongmin Hyun; Sein Kim; Chanyoung Park; | cikm | 2023-10-21 |
| 477 | Fast Diffusion GAN Model for Symbolic Music Generation Controlled By Emotions Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we propose a diffusion model combined with a Generative Adversarial Network, aiming to (i) alleviate one of the remaining challenges in algorithmic music generation which is the control of generation towards a target emotion, and (ii) mitigate the slow sampling drawback of diffusion models applied to symbolic music generation. |
Jincheng Zhang; György Fazekas; Charalampos Saitis; | arxiv-cs.SD | 2023-10-21 |
| 478 | Composer Style-specific Symbolic Music Generation Using Vector Quantized Discrete Diffusion Models Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We propose to combine a vector quantized variational autoencoder (VQ-VAE) and discrete diffusion models for the generation of symbolic music with desired composer styles. |
Jincheng Zhang; György Fazekas; Charalampos Saitis; | arxiv-cs.SD | 2023-10-21 |
| 479 | Music Augmentation and Denoising For Peak-Based Audio Fingerprinting Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: However, real-world applications of audio identification often happen in noisy environments, which can cause these systems to fail. In this work, we tackle this problem by introducing and releasing a new audio augmentation pipeline that adds noise to music snippets in a realistic way, by stochastically mimicking real-world scenarios. |
Kamil Akesbi; Dorian Desblancs; Benjamin Martin; | arxiv-cs.SD | 2023-10-20 |
| 480 | MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Inspired by the recent success of large language models (LLMs) in task automation, we develop a system, named MusicAgent, which integrates numerous music-related tools and an autonomous workflow to address user requirements. More specifically, we build 1) toolset that collects tools from diverse sources, including Hugging Face, GitHub, and Web API, etc. 2) an autonomous workflow empowered by LLMs (e.g., ChatGPT) to organize these tools and automatically decompose user requests into multiple sub-tasks and invoke corresponding music tools. |
DINGYAO YU et. al. | arxiv-cs.CL | 2023-10-18 |
| 481 | Loop Copilot: Conducting AI Ensembles for Music Generation and Iterative Editing IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: However, existing AI music systems fall short in orchestrating multiple subsystems for diverse needs. To address this gap, we introduce Loop Copilot, a novel system that enables users to generate and iteratively refine music through an interactive, multi-round dialogue interface. |
Yixiao Zhang; Akira Maezawa; Gus Xia; Kazuhiko Yamamoto; Simon Dixon; | arxiv-cs.SD | 2023-10-18 |
| 482 | Multimodal Exploration in Elementary Music Classroom Related Papers Related Patents Related Grants Related Venues Related Experts View |
Martha Papadogianni; M. E. Altinsoy; Areti Andreopoulou; | Journal on Multimodal User Interfaces | 2023-10-18 |
| 483 | Leveraging Diverse Semantic-based Audio Pretrained Models for Singing Voice Conversion Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this study, we investigate the knowledge within classical semantic-based pretrained models in much detail. |
XUEYAO ZHANG et. al. | arxiv-cs.SD | 2023-10-17 |
| 484 | Exploring Musical, Lyrical, and Network Dimensions of Music Sharing Among Depression Individuals Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This work seeks to study the differences in music preferences between individuals diagnosed with depression and non-diagnosed individuals, exploring numerous facets of music, including musical features, lyrics, and musical networks. |
Qihan Wang; Anique Tahir; Zeyad Alghamdi; Huan Liu; | arxiv-cs.CY | 2023-10-17 |
| 485 | Computational Analysis of Jazz Music: Estimating Tonality Through Chord Progression Distances Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Currently, research in music informatics focuses extensively on music theory, particularly on the theoretical systems of Western classical music dating back to the 19th century. … |
Yuta Yamamoto; Tetsuya Mizutani; | Proceedings of the 7th International Conference on Computer … | 2023-10-17 |
| 486 | Lyricist-Singer Entropy Affects Lyric-Lyricist Classification Performance Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, we observed a relationship between lyricist-singer entropy or the variety of singers associated with a single lyricist and lyric-lyricist classification performance. |
Mitsuki Morita; Masato Kikuchi; Tadachika Ozono; | arxiv-cs.SD | 2023-10-17 |
| 487 | Joint Music and Language Attention Models for Zero-shot Music Tagging Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we propose a zero-shot music tagging system modeled by a joint music and language attention (JMLA) model to address the open-set music tagging problem. |
Xingjian Du; Zhesong Yu; Jiaju Lin; Bilei Zhu; Qiuqiang Kong; | arxiv-cs.SD | 2023-10-16 |
| 488 | BeatDance: A Beat-Based Model-Agnostic Contrastive Learning Framework for Music-Dance Retrieval Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, existing methods often suffer from unnatural generation effects or fail to fully explore the correlation between music and dance. To overcome these challenges, we propose BeatDance, a novel beat-based model-agnostic contrastive learning framework. |
KAIXING YANG et. al. | arxiv-cs.SD | 2023-10-16 |
| 489 | CoCoFormer: A Controllable Feature-rich Polyphonic Music Generation Method Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, the self-supervised method improves the loss function and performs joint training through conditional control input and unconditional input training. |
Jiuyang Zhou; Tengfei Niu; Hong Zhu; Xingping Wang; | arxiv-cs.SD | 2023-10-15 |
| 490 | Impact of Time and Note Duration Tokenizations on Deep Learning Symbolic Music Modeling Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we analyze the common tokenization methods and experiment with time and note duration representations. |
Nathan Fradet; Nicolas Gutowski; Fabien Chhel; Jean-Pierre Briot; | arxiv-cs.SD | 2023-10-12 |
| 491 | LLark: A Multimodal Instruction-Following Language Model for Music Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We present LLark, an instruction-tuned multimodal model for \emph{music} understanding. |
Josh Gardner; Simon Durand; Daniel Stoller; Rachel M. Bittner; | arxiv-cs.SD | 2023-10-10 |
| 492 | Generating Appreciation Contents of Artworks By Combining Images and Music Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Nowadays, accessing artwork online has become commonplace. However, there is a lack of interest and participation in appreciating these works. To address this, we adopt a novel … |
Takumi Miyamoto; Yuanyuan Wang; | 2023 IEEE 12th Global Conference on Consumer Electronics … | 2023-10-10 |
| 493 | MuseChat: A Conversational Music Recommendation System for Videos IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Their inability to interact with users for further refinements or to provide explanations leads to a less satisfying experience. We address these issues with MuseChat, a first-of-its-kind dialogue-based recommendation system that personalizes music suggestions for videos. |
Zhikang Dong; Bin Chen; Xiulong Liu; Pawel Polak; Peng Zhang; | arxiv-cs.LG | 2023-10-09 |
| 494 | The Latest Technological Developments in Chinese Music Education: Motifs of National Musical Culture and Folklore in Modern Electronic Music Related Papers Related Patents Related Grants Related Venues Related Experts View |
Lei Lei; | Educ. Inf. Technol. | 2023-10-09 |
| 495 | Video-Music Retrieval with Fine-Grained Cross-Modal Alignment Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper presents a novel video-music retrieval method for videos containing humans. Our method constructs a cross-modal common embedding space of video features based on human … |
Yuki Era; Ren Togo; Keisuke Maeda; Takahiro Ogawa; M. Haseyama; | 2023 IEEE International Conference on Image Processing … | 2023-10-08 |
| 496 | Stackable Music: A Marker-Based Augmented Reality Music Synthesis Game Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Augmented reality (AR) allows the rendering of digital content on top of the physical space, which is a promising medium for tangible interaction. Marker-based AR is widely used … |
Max Chen; Shano Liang; Gillian Smith; | Companion Proceedings of the Annual Symposium on … | 2023-10-06 |
| 497 | Deep Generative Models of Music Expectation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we propose to use modern deep probabilistic generative models in the form of a Diffusion Model to compute an approximate likelihood of a musical input sequence. |
Ninon Lizé Masclef; T. Anderson Keller; | arxiv-cs.SD | 2023-10-05 |
| 498 | Analysis for Online Music Education Under Internet and Big Data Environment Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Online music teaching has brought great challenges to traditional music education. This paper investigates the paradigm of online music education and uses neural networks to … |
Lanfang Zhang; | Int. J. Web Based Learn. Teach. Technol. | 2023-10-02 |
| 499 | M2C: Concise Music Representation for 3D Dance Generation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Generating 3D dance motions that are synchronized with music is a difficult task, as it involves modelling the complex interplay between musical rhythms and human body movements. … |
Matthew Marchellus; In Kyu Park; | 2023 IEEE/CVF International Conference on Computer Vision … | 2023-10-02 |
| 500 | Time Delay Stability Analysis of Pairwise Interactions Amongst Ensemble-Listener RR Intervals and Expressive Music Features Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Time Delay Stability (TDS) can reveal physiological function and states in networked organs. Here, we introduce a novel application of TDS to a musical setting to study … |
Mateusz Soliński; Courtney N. Reed; Elaine Chew; | 2023 Computing in Cardiology (CinC) | 2023-10-01 |
| 501 | Syllable-level Lyrics Generation from Melody Exploiting Character-level Language Model Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, pre-trained language models specifically designed at the syllable level are publicly unavailable. To solve these challenging issues, we propose to exploit fine-tuning character-level language models for syllable-level lyrics generation from symbolic melody. |
Zhe Zhang; Karol Lasocki; Yi Yu; Atsuhiro Takasu; | arxiv-cs.CL | 2023-10-01 |
| 502 | Investigating The Influence of Background Music on The Performance of A CVEP-Based BCI Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Brain-computer interfaces (BCIs) like e.g. different types of EEG-based BCI spellers (up to date the most common BCI applications) allow new methods of control and interaction … |
LISA HENKE et. al. | 2023 IEEE International Conference on Systems, Man, and … | 2023-10-01 |
| 503 | Music- and Lyrics-driven Dance Synthesis Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: To complement it, we introduce JustLMD, a new multimodal dataset of 3D dance motion with music and lyrics. |
WENJIE YIN et. al. | arxiv-cs.MM | 2023-09-30 |
| 504 | Exploring The Effects of Event-induced Sudden Influx of Newcomers to Online Pop Music Fandom Communities: Content, Interaction, and Engagement Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Online fandom communities (OFCs) provide a convenient space for fans to create, collect, and discuss the content of their mutual interest (e.g., music artists). Real-world events … |
Qingyu Guo; Chuhan Shi; Zhuohao Yin; Chengzhong Liu; Xiaojuan Ma; | Proceedings of the ACM on Human-Computer Interaction | 2023-09-28 |
| 505 | Video Background Music Generation: Dataset, Method and Evaluation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This is a challenging task since it requires music-video datasets, efficient architectures for video-to-music generation, and reasonable metrics, none of which currently exist. To close this gap, we introduce a complete recipe including dataset, benchmark model, and evaluation metric for video background music generation. |
LE ZHUO et. al. | iccv | 2023-09-27 |
| 506 | Looking at The FAccTs: Exploring Music Industry Professionals’ Perspectives on Music Streaming Services and Recommendations Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music recommender systems, commonly integrated into streaming services, help listeners find music. Previous research on such systems has focused on providing the best possible … |
Karlijn Dinnissen; Isabella Saccardi; Marloes Vredenborg; Christine Bauer; | Proceedings of the 2nd International Conference of the ACM … | 2023-09-27 |
| 507 | Synthia’s Melody: A Benchmark Framework for Unsupervised Domain Adaptation in Audio Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We, in part, attribute this to the lack of an appropriate benchmark dataset. To address this gap, we present Synthia’s melody, a novel audio data generation framework capable of simulating an infinite variety of 4-second melodies with user-specified confounding structures characterised by musical keys, timbre, and loudness. |
Chia-Hsin Lin; Charles Jones; Björn W. Schuller; Harry Coppock; | arxiv-cs.SD | 2023-09-26 |
| 508 | Machine Learning Music Emotion Recognition Based on Audio Features Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music is a kind of language expressing emotion, different structures and content contain different emotions. For the music emotion classification problem, a novel music emotion … |
Keju Wang; Cheng Qian; Lijun Zhang; | 2023 IEEE 6th International Conference on Information … | 2023-09-23 |
| 509 | CrossSinger: A Cross-Lingual Multi-Singer High-Fidelity Singing Voice Synthesizer Trained on Monolingual Singers Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose CrossSinger, which is a cross-lingual singing voice synthesizer based on Xiaoicesing2. |
Xintong Wang; Chang Zeng; Jun Chen; Chunhui Wang; | arxiv-cs.SD | 2023-09-22 |
| 510 | Interactive Music Distance Education Platform Based on RBF Algorithm Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: INTRODUCTION: Since the 21st century, Internet technology has been developing rapidly, and the field of education has gradually broken through the traditional offline teaching … |
Sujie He; | EAI Endorsed Trans. Scalable Inf. Syst. | 2023-09-22 |
| 511 | Performance Conditioning for Diffusion-Based Multi-Instrument Music Synthesis Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: As the main contribution of this work, we propose enhancing control of multi-instrument synthesis by conditioning a generative model on a specific performance and recording environment, thus allowing for better guidance of timbre and style. |
Ben Maman; Johannes Zeitler; Meinard Müller; Amit H. Bermano; | arxiv-cs.SD | 2023-09-21 |
| 512 | Passage Summarization with Recurrent Models for Audio-Sheet Music Retrieval Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, two challenges that arise out of this strategy are the requirement of strongly aligned data to train the networks, and the inherent discrepancies of musical content between audio and sheet music snippets caused by local and global tempo differences. In this paper, we address these two shortcomings by designing a cross-modal recurrent network that learns joint embeddings that can summarize longer passages of corresponding audio and sheet music. |
Luis Carvalho; Gerhard Widmer; | arxiv-cs.SD | 2023-09-21 |
| 513 | Self-Supervised Contrastive Learning for Robust Audio-Sheet Music Retrieval Systems Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, the scarcity of annotated data from real musical content affects the capability of such methods to generalize to real retrieval scenarios. In this work, we investigate whether we can mitigate this limitation with self-supervised contrastive learning, by exposing a network to a large amount of real music data as a pre-training step, by contrasting randomly augmented views of snippets of both modalities, namely audio and sheet images. |
Luis Carvalho; Tobias Washüttl; Gerhard Widmer; | arxiv-cs.SD | 2023-09-21 |
| 514 | Towards Robust and Truly Large-Scale Audio-Sheet Music Retrieval Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this article we attempt to provide an insightful examination of the current developments on audio-sheet music retrieval via deep learning methods. |
Luis Carvalho; Gerhard Widmer; | arxiv-cs.SD | 2023-09-21 |
| 515 | K-pop Lyric Translation: Dataset, Analysis, and Neural-Modelling Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: To broaden the scope of genres and languages in lyric translation studies, we introduce a novel singable lyric translation dataset, approximately 89\% of which consists of K-pop song lyrics. |
Haven Kim; Jongmin Jung; Dasaem Jeong; Juhan Nam; | arxiv-cs.CL | 2023-09-20 |
| 516 | Investigating Personalization Methods in Text to Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we investigate the personalization of text-to-music diffusion models in a few-shot setting. |
Manos Plitsis; Theodoros Kouzelis; Georgios Paraskevopoulos; Vassilis Katsouros; Yannis Panagakis; | arxiv-cs.SD | 2023-09-20 |
| 517 | Popularity Degradation Bias in Local Music Recommendation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we study the effect of popularity degradation bias in the context of local music recommendations. |
April Trainor; Douglas Turnbull; | arxiv-cs.IR | 2023-09-20 |
| 518 | MelodyGLM: Multi-task Pre-training for Symbolic Melody Generation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose MelodyGLM, a multi-task pre-training framework for generating melodies with long-term structure. |
XINDA WU et. al. | arxiv-cs.SD | 2023-09-19 |
| 519 | Motif-Centric Representation Learning for Symbolic Music Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this study, we aim to learn the implicit relationship between motifs and their variations via representation learning, using the Siamese network architecture and a pretraining and fine-tuning pipeline. |
Yuxuan Wu; Roger B. Dannenberg; Gus Xia; | arxiv-cs.SD | 2023-09-19 |
| 520 | HumTrans: A Novel Open-Source Dataset for Humming Melody Transcription and Beyond Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This paper introduces the HumTrans dataset, which is publicly available and primarily designed for humming melody transcription. |
Shansong Liu; Xu Li; Dian Li; Ying Shan; | arxiv-cs.SD | 2023-09-18 |
| 521 | Positive and Risky Message Assessment for Music Products Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we introduce a pioneering research challenge: evaluating positive and potentially harmful messages within music products. |
Yigeng Zhang; Mahsa Shafaei; Fabio A. González; Thamar Solorio; | arxiv-cs.CL | 2023-09-18 |
| 522 | Unified Pretraining Target Based Video-music Retrieval With Music Rhythm And Video Optical Flow Information Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, our proposed approach leverages a unified target set to perform video/music pretraining and produces clip-level embeddings to preserve temporal information. |
Tianjun Mao; Shansong Liu; Yunxuan Zhang; Dian Li; Ying Shan; | arxiv-cs.MM | 2023-09-17 |
| 523 | Estimating Mutual Information for Spike Trains: A Bird Song Example Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Zebra finch are a model animal used in the study of audition. |
Jake Witter; Conor Houghton; | arxiv-cs.IT | 2023-09-14 |
| 524 | Localify.org: Locally-focus Music Artist and Event Recommendation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Cities with strong local music scenes enjoy many social and economic benefits. To this end, we are interested in developing a locally-focused artist and event recommendation … |
DOUGLAS TURNBULL et. al. | Proceedings of the 17th ACM Conference on Recommender … | 2023-09-14 |
| 525 | MuRS: Music Recommender Systems Workshop Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: 1 WORKSHOP DESCRIPTION AND RATIONALE Music recommendation has been a prominent use case in the RecSys community since the early days [4, 14]. With the growth of music streaming … |
Andres Ferraro; Peter Knees; Massimo Quadrana; Tao Ye; F. Gouyon; | Proceedings of the 17th ACM Conference on Recommender … | 2023-09-14 |
| 526 | SingFake: Singing Voice Deepfake Detection IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we propose the singing voice deepfake detection task. |
Yongyi Zang; You Zhang; Mojtaba Heydari; Zhiyao Duan; | arxiv-cs.SD | 2023-09-14 |
| 527 | Comparative Assessment of Markov Models and Recurrent Neural Networks for Jazz Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Our study aims to compare the performance of a simple Markov chain model and a recurrent neural network (RNN) model, two popular models for sequence generating tasks, in jazz music improvisation. |
Conrad Hsu; Ross Greer; | arxiv-cs.SD | 2023-09-14 |
| 528 | Undecidability Results and Their Relevance in Modern Music Making Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The study adopts a multidimensional approach, focusing on five key areas: (1) the Turing completeness of Ableton, a widely used digital audio workstation, (2) the undecidability of satisfiability in sound creation utilizing an array of effects, (3) the undecidability of constraints on polymeters in musical compositions, (4) the undecidability of satisfiability in just intonation harmony constraints, and (5) the undecidability of new ordering systems. |
Halley Young; | arxiv-cs.SD | 2023-09-11 |
| 529 | Exploring Music Genre Classification: Algorithm Analysis and Deployment Architecture Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents a study on music genre classification using a combination of Digital Signal Processing (DSP) and Deep Learning (DL) techniques. |
Ayan Biswas; Supriya Dhabal; Palaniandavar Venkateswaran; | arxiv-cs.SD | 2023-09-09 |
| 530 | Using Deep Learning and Genetic Algorithms for Melody Generation and Optimization in Music Related Papers Related Patents Related Grants Related Venues Related Experts View |
Ling Dong; | Soft Computing | 2023-09-09 |
| 531 | A Long-Tail Friendly Representation Framework for Artist and Music Similarity Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper proposes a Long-Tail Friendly Representation Framework (LTFRF) that utilizes neural networks to model the similarity relationship. |
Haoran Xiang; Junyu Dai; Xuchen Song; Furao Shen; | arxiv-cs.SD | 2023-09-08 |
| 532 | Exploring Significance of SPOC: A Path to Modernization of Music Cloud Computing Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: INTRODUCTION: With the development of the information age and the application of cloud computing and big data technology, new changes have occurred in the field of education. … |
Zhaoxia Li; | EAI Endorsed Trans. Scalable Inf. Syst. | 2023-09-06 |
| 533 | Self-Similarity-Based and Novelty-based Loss for Music Structure Analysis Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper we propose a supervised approach for the task of music boundary detection. |
Geoffroy Peeters; | arxiv-cs.SD | 2023-09-05 |
| 534 | FSD: An Initial Chinese Dataset for Fake Song Detection IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Thus, we employ the FSD dataset for the training of ADD models. We subsequently evaluate these models under two scenarios: one with the original songs and another with separated vocal tracks. |
YUANKUN XIE et. al. | arxiv-cs.SD | 2023-09-05 |
| 535 | DAACI-VoDAn: Improving Vocal Detection with New Data and Methods Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Vocal detection (VD) algorithms aim to detect the presence of vocals in music recordings and are an essential preprocessing step for other tasks, including singer identification … |
Helena Cuesta; N. Kroher; A. Pikrakis; Stojan Djordjevic; | 2023 31st European Signal Processing Conference (EUSIPCO) | 2023-09-04 |
| 536 | MDSC: Towards Evaluating The Style Consistency Between Music and Dance Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We propose MDSC(Music-Dance-Style Consistency), the first evaluation metric which assesses to what degree the dance moves and music match. |
Zixiang Zhou; Baoyuan Wang; | arxiv-cs.SD | 2023-09-03 |
| 537 | Towards Contrastive Learning in Music Video Domain Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Contrastive learning is a powerful way of learning multimodal representations across various domains such as image-caption retrieval and audio-visual representation learning. In this work, we investigate if these findings generalize to the domain of music videos. |
Karel Veldkamp; Mariya Hendriksen; Zoltán Szlávik; Alexander Keijser; | arxiv-cs.IR | 2023-09-01 |
| 538 | Enhancing The Vocal Range of Single-speaker Singing Voice Synthesis with Melody-unsupervised Pre-training Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Based on our previous work, this work proposes a melody-unsupervised multi-speaker pre-training method conducted on a multi-singer dataset to enhance the vocal range of the single-speaker, while not degrading the timbre similarity. |
Shaohuan Zhou; Xu Li; Zhiyong Wu; Ying Shan; Helen Meng; | arxiv-cs.SD | 2023-09-01 |
| 539 | HADES: Hash-Based Audio Copy Detection System for Copyright Protection in Decentralized Music Sharing Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Preventive measures to stop copyright infringement are yet to be implemented on current decentralized music-sharing platforms. There is no mechanism to reject modified audio … |
MUHAMMAD RASYID et. al. | IEEE Transactions on Network and Service Management | 2023-09-01 |
| 540 | Exploring T-spherical Fuzzy Sets for Enhanced Evaluation of Vocal Music Classroom Teaching Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Vocal music is a relatively complex skill and skill course, which not only plays an important role in music education in universities, but also cultivates students’ musical level … |
Yani Lu; | Int. J. Knowl. Based Intell. Eng. Syst. | 2023-08-31 |
| 541 | An Interactive Tool for Exploring Score-Aligned Performances: Opportunities for Enhanced Music Engagement Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music scholars and enthusiasts have long been engaged with both performance recordings and musical scores, but inconveniently, these two closely connected mediums are usually … |
Caitlin Sales; Peiyi Wang; Yucong Jiang; | Proceedings of the 18th International Audio Mostly … | 2023-08-30 |
| 542 | Sequential Pitch Distributions for Raga Detection Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we attempt to detect the raga using a novel feature to extract sequential or temporal information from an audio sample. |
Vishwaas Narasinh; Senthil Raja G; | arxiv-cs.SD | 2023-08-30 |
| 543 | Symbolic & Acoustic: Multi-domain Music Emotion Modeling for Instrumental Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, most prior works were uni-domain and showed weak consistency between arousal modeling performance and valence modeling performance. Based on this background, we designed a multi-domain emotion modeling method for instrumental music that combines symbolic analysis and acoustic analysis. |
Kexin Zhu; Xulong Zhang; Jianzong Wang; Ning Cheng; Jing Xiao; | arxiv-cs.SD | 2023-08-28 |
| 544 | InstructME: An Instruction Guided Music Edit And Remix Framework with Latent Diffusion Models IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we develop InstructME, an Instruction guided Music Editing and remixing framework based on latent diffusion models. |
BING HAN et. al. | arxiv-cs.SD | 2023-08-28 |
| 545 | Automated Conversion of Music Videos Into Lyric Videos Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, making such videos can be challenging and time-consuming as the lyrics need to be added in synchrony and visual harmony with the video. Informed by prior work and close examination of existing lyric videos, we propose a set of design guidelines to help creators make such videos. |
JIAJU MA et. al. | arxiv-cs.HC | 2023-08-28 |
| 546 | Fairness Through Domain Awareness: Mitigating Popularity Bias For Music Discovery Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work we explore the intrinsic relationship between music discovery and popularity bias. |
Rebecca Salganik; Fernando Diaz; Golnoosh Farnadi; | arxiv-cs.CY | 2023-08-28 |
| 547 | Utilizing Mood-Inducing Background Music in Human-Robot Interaction Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: \setcounter{footnote}{2}\footnote{An earlier version of part of the material in this paper appeared originally in the first author’s Ph.D. |
Elad Liebman; Peter Stone; | arxiv-cs.AI | 2023-08-27 |
| 548 | A Computational Evaluation Framework for Singable Lyric Translation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we present a computational framework for the quantitative evaluation of singable lyric translation, which seamlessly integrates musical, linguistic, and cultural dimensions of lyrics. |
Haven Kim; Kento Watanabe; Masataka Goto; Juhan Nam; | arxiv-cs.CL | 2023-08-25 |
| 549 | Training Audio Transformers for Cover Song Identification Related Papers Related Patents Related Grants Related Venues Related Experts View |
Te Zeng; F. Lau; | EURASIP Journal on Audio, Speech, and Music Processing | 2023-08-25 |
| 550 | A Comprehensive Survey for Evaluation Methodologies of AI-Generated Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This study aims to comprehensively evaluate the subjective, objective, and combined methodologies for assessing AI-generated music, highlighting the advantages and disadvantages of each approach. |
Zeyu Xiong; Weitao Wang; Jing Yu; Yue Lin; Ziyan Wang; | arxiv-cs.SD | 2023-08-25 |
| 551 | Emotion-Aligned Contrastive Learning Between Images and Music Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we address the task of retrieving emotionally-relevant music from image queries by learning an affective alignment between images and music audio. |
Shanti Stewart; Kleanthis Avramidis; Tiantian Feng; Shrikanth Narayanan; | arxiv-cs.MM | 2023-08-24 |
| 552 | A Survey of AI Music Generation Tools and Models Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this work, we provide a comprehensive survey of AI music generation tools, including both research projects and commercialized applications. To conduct our analysis, we … |
Yueyue Zhu; Jared Baca; Banafsheh Rekabdar; Reza Rawassizadeh; | ArXiv | 2023-08-24 |
| 553 | Music Genre Classification Using Support Vector Machine Techniques Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The classification of musical genres is crucial for enhancing music lovers’ listening experiences, considering the vast amount of music available worldwide. This study conducted … |
Arvin Yuwono; Christopher Alexander Tjiandra; Christopher Owen; I. Manuaba; | 2023 International Conference on Information Management and … | 2023-08-24 |
| 554 | Deep Learning for Music: A Systematic Literature Review Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Recently, Artificial Intelligence development and implementation are becoming faster and more popular. Artificial Intelligence has appeared to help humans in their daily … |
Daniel Kevin Kurniawan; Gregorius Revyanno Alexander; Sidharta Sidharta; | 2023 International Conference on Information Management and … | 2023-08-24 |
| 555 | Exploiting Time-Frequency Conformers for Music Audio Enhancement Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Consequently, the necessity for music audio enhancement (referred to as music enhancement from this point onward), involving the transformation of degraded audio recordings into pristine high-quality music, has surged to augment the auditory experience. To address this issue, we propose a music enhancement system based on the Conformer architecture that has demonstrated outstanding performance in speech enhancement tasks. |
Yunkee Chae; Junghyun Koo; Sungho Lee; Kyogu Lee; | arxiv-cs.SD | 2023-08-24 |
| 556 | LingGe: An Automatic Ancient Chinese Poem-to-Song Generation System Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents a novel system, named LingGe ("伶歌" in Chinese), to generate songs for ancient Chinese poems automatically. |
Yong Shan; Jinchao Zhang; Huiying Ren; Yao Qiu; Jie Zhou; | ijcai | 2023-08-23 |
| 557 | Humming2Music: Being A Composer As Long As You Can Humming Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present an automatic music generation system to lower the threshold of creating music. |
Yao Qiu; Jinchao Zhang; Huiying Ren; Yong Shan; Jie Zhou; | ijcai | 2023-08-23 |
| 558 | Q&A: Query-Based Representation Learning for Multi-Track Symbolic Music Re-Arrangement Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we tackle rearrangement problems via self-supervised learning, in which the mapping styles can be regarded as conditions and controlled in a flexible way. |
Jingwei Zhao; Gus Xia; Ye Wang; | ijcai | 2023-08-23 |
| 559 | Graph-based Polyphonic Multitrack Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Nonetheless, there is a lack of works that consider graph representations in the context of deep learning systems for music generation. This paper bridges this gap by introducing a novel graph representation for music and a deep Variational Autoencoder that generates the structure and the content of musical graphs separately, one after the other, with a hierarchical architecture that matches the structural priors of music. |
Emanuele Cosenza; Andrea Valenti; Davide Bacciu; | ijcai | 2023-08-23 |
| 560 | Linear-Sized Spectral Sparsifiers and The Kadison-Singer Problem Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: 182, 327-350 (2015)], has been informally thought of as a strengthening of Batson, Spielman, and Srivastava’s theorem that every undirected graph has a linear-sized spectral sparsifier [SICOMP 41, 1704-1721 (2012)]. We formalize this intuition by using a corollary of the MSS result to derive the existence of spectral sparsifiers with a number of edges linear in their number of vertices for all undirected, weighted graphs. |
Phevos Paschalidis; Ashley Zhuang; | arxiv-cs.DS | 2023-08-23 |
| 561 | Discrete Diffusion Probabilistic Models for Symbolic Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This work presents the direct generation of Polyphonic Symbolic Music using D3PMs. |
Matthias Plasser; Silvan Peter; Gerhard Widmer; | ijcai | 2023-08-23 |
| 562 | JEPOO: Highly Accurate Joint Estimation of Pitch, Onset and Offset for Music Information Retrieval Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a highly accurate method for joint estimation of pitch, onset and offset, named JEPOO. |
Haojie Wei; Jun Yuan; Rui Zhang; Yueguo Chen; Gang Wang; | ijcai | 2023-08-23 |
| 563 | MusicJam: Visualizing Music Insights Via Generated Narrative Illustrations Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, in these techniques, the figures are usually pre-selected or statically generated, so they cannot precisely convey insights of different pieces of music. To address this issue, in this paper, we introduce MusicJam, a music visualization system that is able to generate narrative illustrations to represent the insight of the input music. |
CHUER CHEN et. al. | arxiv-cs.HC | 2023-08-22 |
| 564 | Modeling Bends in Popular Music Guitar Tablatures Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: Tablature notation is widely used in popular music to transcribe and share guitar musical content. As a complement to standard score notation, tablatures transcribe performance … |
Alexandre D’Hooge; Louis Bigo; Ken D’eguernel; | ArXiv | 2023-08-22 |
| 565 | Music Understanding LLaMA: Advancing Text-to-Music Generation with Question Answering and Captioning IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Text-to-music generation (T2M-Gen) faces a major obstacle due to the scarcity of large-scale publicly available music datasets with natural language captions. To address this, we propose the Music Understanding LLaMA (MU-LLaMA), capable of answering music-related questions and generating captions for music files. |
Shansong Liu; Atin Sakkeer Hussain; Chenshuo Sun; Ying Shan; | arxiv-cs.SD | 2023-08-22 |
| 566 | Exploring Integration Mechanism of Music Instructional Design and Education Informatization Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: INTRODUCTION: In the new era of information society, the knowledge reform of school music education is getting more and more attention. Traditional teaching methods need to make … |
Chenchen Wang; | EAI Endorsed Trans. Scalable Inf. Syst. | 2023-08-21 |
| 567 | Contrastive Learning Based Deep Latent Masking for Music Source Separation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Recent studies on music source separation have extended their applicability to generic audio signals. Real-time applications for music source separation are necessary to provide … |
Jihyun Kim; Hong-Goo Kang; | Interspeech | 2023-08-20 |
| 568 | An Intelligent Sparse Feature Extraction Approach for Music Data Component Recognition and Analysis of Hybrid Instruments Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper, a sparse feature extraction method is presented based on sparse decomposition and multiple musical instrument component dictionaries to address the challenges of … |
Yi Liao; Zhen Gui; | J. Intell. Fuzzy Syst. | 2023-08-20 |
| 569 | Investigating The Cortical Tracking of Speech and Music with Sung Speech Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The cortical tracking of speech and music has been primarily investigated separately. Here, we propose a novel paradigm involving sung speech to systematically compare the … |
Giorgia Cantisani; Amirhossein Chalehchaleh; Giovanni M. Di Liberto; S. Shamma; | Interspeech | 2023-08-20 |
| 570 | MTANet: Multi-band Time-frequency Attention Network for Singing Melody Extraction from Polyphonic Music Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Singing melody extraction is an important task in music information retrieval. In this paper, we propose a multi-band time-frequency attention network (MTANet) for singing melody … |
Yuan Gao; Ying Hu; Liusong Wang; Hao Huang; Liang He; | Interspeech | 2023-08-20 |
| 571 | TrOMR:Transformer-Based Polyphonic Optical Music Recognition Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose a transformer-based approach with excellent global perceptual capability for end-to-end polyphonic OMR, called TrOMR. |
Yixuan Li; Huaping Liu; Qiang Jin; Miaomiao Cai; Peng Li; | arxiv-cs.CL | 2023-08-18 |
| 572 | Digital Musical Instruments in Special Educational Needs Schools: Requirements from The Music Teachers’ Perspective and The Status Quo in Germany Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Digital musical instruments (DMIs) offer the possibility to create barrier-free access to active music-making and to unique sound aesthetics for a broad group of people, including … |
Andreas Förster; Steffen Lepa; | ACM Transactions on Accessible Computing | 2023-08-17 |
| 573 | “Why Are There So Many Steps?”: Improving Access to Blind and Low Vision Music Learning Through Personal Adaptations and Future Design Ideas Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music can be a catalyst for self-development, creative expression, and community building for blind or low vision (BLV) individuals. However, BLV music learners face complex … |
Leon Lu; K. Cochrane; Jin Kang; Audrey Girouard; | ACM Transactions on Accessible Computing | 2023-08-16 |
| 574 | Modeling The Local Geography of Country Music Concerts in U.S. Urban Areas: Insights from Big Data Analysis of Live Music Events Related Papers Related Patents Related Grants Related Venues Related Experts View |
Tianyu Li; | Urban Informatics | 2023-08-15 |
| 575 | Ms3: A Parser for MuseScore Files, Serving As Data Factory for Annotated Music Corpora Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Digital Musicology is a vibrant and quickly growing discipline that addresses traditional and novel music-related research questions with digital and computational means (Honing, … |
Johannes Hentschel; M. Rohrmeier; | J. Open Source Softw. | 2023-08-14 |
| 576 | BigWavGAN: A Wave-To-Wave Generative Adversarial Network for Music Super-Resolution Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To unleash the potential of large DNN models in music SR, we propose BigWavGAN, which incorporates Demucs, a large-scale wave-to-wave model, with State-Of-The-Art (SOTA) discriminators and adversarial training strategies. |
Yenan Zhang; Hiroshi Watanabe; | arxiv-cs.SD | 2023-08-12 |
| 577 | An Autoethnographic Exploration of XAI in Algorithmic Composition Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper introduces an autoethnographic study of the use of the MeasureVAE generative music XAI model with interpretable latent dimensions trained on Irish folk music. |
Ashley Noel-Hirst; Nick Bryan-Kinns; | arxiv-cs.SD | 2023-08-11 |
| 578 | DiVa: An Iterative Framework to Harvest More Diverse and Valid Labels from User Comments for Music Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: However, current solutions fail to resolve it as they cannot produce diverse enough mappings to make up for the information missed by the gold labels. Based on the observation that such missing information may already be presented in user comments, we propose to study the automated music labeling in an essential but under-explored setting, where the model is required to harvest more diverse and valid labels from the users’ comments given limited gold labels. |
HONGRU LIANG et. al. | arxiv-cs.IR | 2023-08-09 |
| 579 | Research on Musical Tone Recognition Method Based on Improved RNN for Vocal Music Teaching Network Courses Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The test results show that the fast Fourier process with multiple time superposition and a dimension length of 40 is most beneficial to the accuracy of the model. The loss curve … |
Kaiyi Long; | Int. J. Web Based Learn. Teach. Technol. | 2023-08-09 |
| 580 | JEN-1: Text-Guided Universal Music Generation with Omnidirectional Diffusion Models IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This paper introduces JEN-1, a universal high-fidelity model for text-to-music generation. |
PEIKE LI et. al. | arxiv-cs.SD | 2023-08-09 |
| 581 | Sudowoodo: A Chinese Lyric Imitation System with Source Lyrics Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we introduce \textbf{\textit{Sudowoodo}}, a Chinese lyrics imitation system that can generate new lyrics based on the text of source lyrics. |
YONGZHU CHANG et. al. | arxiv-cs.CL | 2023-08-08 |
| 582 | Amplifying The Music Listening Experience Through Song Comments on Music Streaming Platforms Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, such emotional aspects are often ignored by current platforms, which affects the listeners’ ability to find music that triggers specific personal feelings. To address this gap, this study proposes a novel approach that leverages deep learning methods to capture contextual keywords, sentiments, and induced mechanisms from song comments. |
LONGFEI CHEN et. al. | arxiv-cs.HC | 2023-08-07 |
| 583 | Search Engine and Recommendation System for The Music Industry Built with JinaAI Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Often people face difficulty in searching for a song solely based on the title, hence a solution is proposed to complete a search analysis through a single query input and is matched with the lyrics of the songs present in the database. |
Ishita Gopalakrishnan; Sanjjushri Varshini R; Ponshriharini V; | arxiv-cs.LG | 2023-08-07 |
| 584 | Bootstrapping Contrastive Learning Enhanced Music Cold-Start Matching Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, there are hardly any studies done on this task. Therefore, in this paper, we will formalize the problem of Music Cold-Start Matching detailedly and give a scheme. |
Xinping Zhao; Ying Zhang; Qiang Xiao; Yuming Ren; Yingchun Yang; | arxiv-cs.IR | 2023-08-05 |
| 585 | DiffDance: Cascaded Human Motion Diffusion Model for Dance Generation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Conventional autoregressive methods introduce compounding errors during sampling and struggle to capture the long-term structure of dance sequences. To address these limitations, we present a novel cascaded motion diffusion model, DiffDance, designed for high-resolution, long-form dance generation. |
QIAOSONG QI et. al. | arxiv-cs.GR | 2023-08-05 |
| 586 | Towards Improving Harmonic Sensitivity and Prediction Stability for Singing Melody Extraction Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose an input feature modification and a training objective modification based on two assumptions. |
Keren Shao; Ke Chen; Taylor Berg-Kirkpatrick; Shlomo Dubnov; | arxiv-cs.SD | 2023-08-04 |
| 587 | An Interpretable, Flexible, and Interactive Probabilistic Framework for Melody Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Unfortunately, most recent models are practically impossible to interpret or musically fine-tune, as they use deep neural networks with thousands of parameters. We introduce an interpretable, flexible, and interactive model, SchenkComposer, for melody generation that empowers users to be creative in all aspects of the music generation pipeline and allows them to learn from the process. |
Stephen Hahn; Rico Zhu; Simon Mak; Cynthia Rudin; Yue Jiang; | kdd | 2023-08-04 |
| 588 | MusicLDM: Enhancing Novelty in Text-to-Music Generation Using Beat-Synchronous Mixup Strategies IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, to tackle these challenges, we first construct a state-of-the-art text-to-music model, MusicLDM, that adapts Stable Diffusion and AudioLDM architectures to the music domain. We achieve this by retraining the contrastive language-audio pretraining model (CLAP) and the Hifi-GAN vocoder, as components of MusicLDM, on a collection of music data samples. |
KE CHEN et. al. | arxiv-cs.SD | 2023-08-03 |
| 589 | Music De-limiter Networks Via Sample-wise Gain Inversion Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we introduce music de-limiter networks that estimate uncompressed music from heavily compressed signals. |
Chang-Bin Jeon; Kyogu Lee; | arxiv-cs.SD | 2023-08-02 |
| 590 | Exploring How A Generative AI Interprets Music Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We aim to investigate how closely neural networks (NNs) mimic human thinking. As a step in this direction, we study the behavior of artificial neuron(s) that fire most when the … |
G. Barenboim; L. Debbio; J. Hirn; V. Sanz; | ArXiv | 2023-07-31 |
| 591 | LP-MusicCaps: LLM-Based Pseudo Music Captioning IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Despite its importance, researchers face challenges due to the costly and time-consuming collection process of existing music-language datasets, which are limited in size. To address this data scarcity issue, we propose the use of large language models (LLMs) to artificially generate the description sentences from large-scale tag datasets. |
SeungHeon Doh; Keunwoo Choi; Jongpil Lee; Juhan Nam; | arxiv-cs.SD | 2023-07-30 |
| 592 | Towards A New Interface for Music Listening: A User Experience Study on YouTube Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We also propose wireframes of a video streaming service for better audio-visual music listening in two stages: search and listening. By these wireframes, we offer practical solutions to enhance user satisfaction with YouTube for music listening. |
Ahyeon Choi; Eunsik Shin; Haesun Joung; Joongseek Lee; Kyogu Lee; | arxiv-cs.HC | 2023-07-27 |
| 593 | DisCover: Disentangled Music Representation Learning for Cover Song Identification Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we set the goal of disentangling version-specific and version-invariant factors, which could make it easier for the model to learn invariant music representations for unseen query songs. |
JIAHAO XUN et. al. | sigir | 2023-07-25 |
| 594 | When The Music Stops: Tip-of-the-Tongue Retrieval for Music Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We present a study of Tip-of-the-tongue (ToT) retrieval for music, where a searcher is trying to find an existing music entity, but is unable to succeed as they cannot accurately recall important identifying information. |
Samarth Bhargav; Anne Schuth; Claudia Hauff; | sigir | 2023-07-25 |
| 595 | Music, Motion, and Mixed Reality: An Interdisciplinary, Problem-Based Educational Experience Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This talk describes an interdisciplinary educational experience involving cohorts of students studying Computer Science, Dance, 3D Digital Design and Music. The experience takes a … |
Joe Geigel; Thomas Warfield; Yunn-Shan Ma; Dan Roach; S. Foster; | ACM SIGGRAPH 2023 Educator’s Forum | 2023-07-23 |
| 596 | Melody Slot Machine HD Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Melody Slot Machine HD is an application that allows users to experience generating melodies using musical structures while playing slot machines. To make it possible, we use the … |
Masatoshi Hamanaka; | ACM SIGGRAPH 2023 Appy Hour | 2023-07-23 |
| 597 | Music Genre Classification with ResNet and Bi-GRU Using Visual Spectrograms Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: On the other hand, deep learning classification architectures like the traditional Convolutional Neural Networks (CNN) are effective in capturing the spatial hierarchies but struggle to capture the temporal dynamics inherent in music data. To address these challenges, this study proposes a novel approach using visual spectrograms as input, and propose a hybrid model that combines the strength of the Residual neural Network (ResNet) and the Gated Recurrent Unit (GRU). |
Junfei Zhang; | arxiv-cs.SD | 2023-07-20 |
| 598 | From West to East: Who Can Understand The Music of The Others Better? Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: At the same time, the vast majority of these models have been trained on Western pop/rock music and related styles. This leads to research questions on whether these models can be used to learn representations for different music cultures and styles, or whether we can build similar music audio embedding models trained on data from different cultures or styles. |
Charilaos Papaioannou; Emmanouil Benetos; Alexandros Potamianos; | arxiv-cs.SD | 2023-07-19 |
| 599 | Polyffusion: A Diffusion Model for Polyphonic Score Generation with Internal and External Controls IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: We propose Polyffusion, a diffusion model that generates polyphonic music scores by regarding music as image-like piano roll representations. The model is capable of controllable … |
Lejun Min; Junyan Jiang; Gus G. Xia; Jingwei Zhao; | ArXiv | 2023-07-19 |
| 600 | Mood Classification of Bangla Songs Based on Lyrics Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music can evoke various emotions, and with the advancement of technology, it has become more accessible to people. Bangla music, which portrays different human emotions, lacks … |
Maliha Mahajebin; Mohammad Rifat Ahmmad Rashid; N. Mansoor; | ArXiv | 2023-07-19 |
| 601 | Collaborative Music-making: Special Educational Needs School Assistants As Facilitators in Performances with Accessible Digital Musical Instruments Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The field of research dedicated to Accessible Digital Musical Instruments (ADMIs) is growing and there is an increased interest in promoting diversity and inclusion in … |
Hans Lindetorp; Marianne Svahn; Josefine Hölling; Kjetil Falkenberg; Emma Frid; | Frontiers Comput. Sci. | 2023-07-19 |
| 602 | Deep Learning for Multi-Structured Javanese Gamelan Note Generator Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Javanese gamelan, a traditional Indonesian musical style, has several song structures called gendhing. Gendhing (songs) are written in conventional notation and require gamelan … |
Arik Kurniawati; E. M. Yuniarno; Y. Suprapto; | Knowl. Eng. Data Sci. | 2023-07-18 |
| 603 | JAZZVAR: A Dataset of Variations Found Within Solo Piano Performances of Jazz Standards for Music Overpainting Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we outline the curation process for obtaining and sorting the repertoire, the pipeline for creating the Original and Variation pairs, and our analysis of the dataset. |
Eleanor Row; Jingjing Tang; George Fazekas; | arxiv-cs.SD | 2023-07-18 |
| 604 | ProgGP: From GuitarPro Tablature Neural Generation To Progressive Metal Production Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We extend this work by fine-tuning a pre-trained Transformer model on ProgGP, a custom dataset of 173 progressive metal songs, for the purposes of creating compositions from that genre through a human-AI partnership. |
Jackson Loth; Pedro Sarmento; CJ Carr; Zack Zukowski; Mathieu Barthet; | arxiv-cs.SD | 2023-07-11 |
| 605 | On The Effectiveness of Speech Self-supervised Learning for Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Nevertheless, research exploring the effectiveness of applying speech SSL models to music recordings has been limited. We explore the music adaption of SSL with two distinctive speech-related models, data2vec1.0 and Hubert, and refer to them as music2vec and musicHuBERT, respectively. |
YINGHAO MA et. al. | arxiv-cs.SD | 2023-07-11 |
| 606 | Collaborative Song Dataset (CoSoD): An Annotated Dataset of Multi-artist Collaborations in Popular Music Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: The Collaborative Song Dataset (CoSoD) is a corpus of 331 multi-artist collaborations from the 2010-2019 BillboardHot 100year-end charts. The corpus is annotated with formal … |
M. Duguay; Kate Mancey; J. Devaney; | ArXiv | 2023-07-10 |
| 607 | VampNet: Music Generation Via Masked Acoustic Token Modeling IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We introduce VampNet, a masked acoustic token modeling approach to music synthesis, compression, inpainting, and variation. |
Hugo Flores Garcia; Prem Seetharaman; Rithesh Kumar; Bryan Pardo; | arxiv-cs.SD | 2023-07-10 |
| 608 | Emotion-Guided Music Accompaniment Generation Based on Variational Autoencoder Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Existing models struggle to effectively characterize human emotions within neural network models while composing music. To address this issue, we propose the use of an easy-to-represent emotion flow model, the Valence/Arousal Curve, which allows for the compatibility of emotional information within the model through data transformation and enhances interpretability of emotional factors by utilizing a Variational Autoencoder as the model structure. |
Qi Wang; Shubing Zhang; Li Zhou; | arxiv-cs.SD | 2023-07-08 |
| 609 | Unsupervised Melody-to-Lyrics Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we propose a method for generating high-quality lyrics without training on any aligned melody-lyric data. |
YUFEI TIAN et. al. | acl | 2023-07-08 |
| 610 | Songs Across Borders: Singable and Controllable Neural Lyric Translation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This paper bridges the singability quality gap by formalizing lyric translation into a constrained translation problem, converting theoretical guidance and practical techniques from translatology literature to prompt-driven NMT approaches, exploring better adaptation methods, and instantiating them to an English-Chinese lyric translation system. |
Longshen Ou; Xichu Ma; Min-Yen Kan; Ye Wang; | acl | 2023-07-08 |
| 611 | LaunchpadGPT: Language Model As Music Visualization Designer on Launchpad Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Launchpad is a musical instrument that allows users to create and perform music by pressing illuminated buttons. To assist and inspire the design of the Launchpad light effect, and provide a more accessible approach for beginners to create music visualization with this instrument, we proposed the LaunchpadGPT model to generate music visualization designs on Launchpad automatically. |
Siting Xu; Yunlong Tang; Feng Zheng; | arxiv-cs.SD | 2023-07-07 |
| 612 | Track Mix Generation on Music Streaming Services Using Transformers Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper introduces Track Mix, a personalized playlist generation system released in 2022 on the music streaming service Deezer. |
WALID BENDADA et. al. | arxiv-cs.IR | 2023-07-06 |
| 613 | Classification Of Carnatic Music Ragas Using RNN Deep Learning Models Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Present-day listeners can find it challenging to invest the time and effort necessary to learn the fundamentals of a particular genre of music. It would be easier to study … |
Krishnendu R; P. S S; | 2023 14th International Conference on Computing … | 2023-07-06 |
| 614 | Detection of Explicit Lyrics in Hindi Music Using LSTM Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music can significantly impact a child’s development, but the increasing amount of sexual and violent content in song lyrics has raised concerns. Despite efforts to filter … |
NOMI BARUAH et. al. | 2023 14th International Conference on Computing … | 2023-07-06 |
| 615 | Recommendation of Independent Music Based on Sentiment Analysis Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Recently, the use of social media platforms for recommendations has dramatically increased. Today, people frequently use social media websites like Facebook and Twitter, as well … |
Amrutha B.; S. M.; | 2023 14th International Conference on Computing … | 2023-07-06 |
| 616 | Deep Learning Approaches for Melody Generation: An Evaluation Using LSTM, BILSTM and GRU Models Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music generation is an application of machine learning that has garnered significant attention over the recent past. In this study we generated musical notes using three deep … |
Meera Subramanian; Lakshmi Swetha S; Rajalakshmi V R; | 2023 14th International Conference on Computing … | 2023-07-06 |
| 617 | Track Mix Generation on Music Streaming Services Using Transformers Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper introduces Track Mix, a personalized playlist generation system released in 2022 on the music streaming service Deezer. Track Mix automatically generates “mix” … |
WALID BENDADA et. al. | Proceedings of the 17th ACM Conference on Recommender … | 2023-07-06 |
| 618 | Design and Implementation of AI Based Efficient Emotion Detection and Music Recommendation System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In recent times, with the development and operation of big data, deep learning has taken more and more attention. As deep learning neural network, a convolutional neural network … |
Saurabh Kumar; Rohan Kumar Nandi; Shashwat Roy; Argha Sarkar; | 2023 14th International Conference on Computing … | 2023-07-06 |
| 619 | Music Generation and Retrieval Using LSTM and VAE Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper, we explores the use of machine learning algorithms for music generation and retrieval. Specifically, Long Short-Term Memory (LSTM) and Variational Autoencoders … |
Kunal Gupta; Kshitij Srivastava; Krishan Singh; Rohan Pillai; | 2023 14th International Conference on Computing … | 2023-07-06 |
| 620 | LOAF-M2L: Joint Learning of Wording and Formatting for Singable Melody-to-Lyric Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper bridges the singability gap with a novel approach to generating singable lyrics by jointly Learning wOrding And Formatting during Melody-to-Lyric training. |
Longshen Ou; Xichu Ma; Ye Wang; | arxiv-cs.CL | 2023-07-05 |
| 621 | MuseFlow: Music Accompaniment Generation Based on Flow Related Papers Related Patents Related Grants Related Venues Related Experts View |
Fanyu Ding; Yidong Cui; | Applied Intelligence | 2023-07-05 |
| 622 | EmoGen: Eliminating Subjective Bias in Emotional Music Generation Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: Music is used to convey emotions, and thus generating emotional music is important in automatic music generation. Previous work on emotional music generation directly uses … |
C. KANG et. al. | ArXiv | 2023-07-03 |
| 623 | Musif: A Python Package for Symbolic Music Feature Extraction Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we introduce musif, a Python package that facilitates the automatic extraction of features from symbolic music scores. |
Ana Llorens; Federico Simonetta; Martín Serrano; Álvaro Torrente; | arxiv-cs.SD | 2023-07-03 |
| 624 | MemoMusic 3.0: Considering Context at Music Recommendation and Combining Music Theory at Music Generation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: MemoMusic 3.0 enhances personalized music recommendation by considering the music listening context, and improves music generation by introducing music theory. One observation is … |
LUNTIAN MOU et. al. | 2023 IEEE International Conference on Multimedia and Expo … | 2023-07-01 |
| 625 | A Lightweight Multi-sensory Field-based Dual-feature Fusion Residual Network for Bird Song Recognition Related Papers Related Patents Related Grants Related Venues Related Experts View |
SHIPENG HU et. al. | Appl. Soft Comput. | 2023-07-01 |
| 626 | Video Background Music Recommendation Based on Multi-Level Fusion Features Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: People resonate more with music when exposed to visual information, and music enhances their perception of video content. Cross-modal recommendation techniques can be used to … |
Xin Zhao; Xiaobing Li; Tie Yun; Ziqing Hu; Lin Qi; | 2023 IEEE International Conference on Multimedia and Expo … | 2023-07-01 |
| 627 | A High-Quality Melody-Aware Peking Opera Synthesizer Using Data Augmentation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The performing art of Peking Opera places great demands on the singing skills of singers, including pronunciation, melody, role, personal style and emotional expression, which … |
Xun Zhou; Wujin Sun; Xiaodon Shi; | 2023 IEEE International Conference on Multimedia and Expo … | 2023-07-01 |
| 628 | DanceU: Motion-and-music-based Automatic Effect Generation for Dance Videos Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We propose a novel method, named DanceU, to automate dance video editing in an intelligent way. Our method fully leverages two folds of a dance video, the background music and the … |
YANJIE PAN et. al. | 2023 IEEE International Conference on Multimedia and Expo … | 2023-07-01 |
| 629 | Graph Convolutional GRU for Music-Oriented Dance Choreography Generation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music-oriented dance choreography is a complex art form that requires consideration of various factors in music understanding and physical aesthetics. In addition, learning model … |
Yuxin Hou; H. Yao; Haoran Li; | 2023 IEEE International Conference on Multimedia and Expo … | 2023-07-01 |
| 630 | Toward Personalized Music-Therapy: A Neurocomputational Modeling Perspective Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music therapy has emerged recently as a successful intervention that improves patient outcomes in a large range of neurological and mood disorders without adverse effects. Brain … |
Nicole Lai-Tan; M. Philiastides; F. Kawsar; F. Deligianni; | IEEE Pervasive Computing | 2023-07-01 |
| 631 | Song Lyrics Recommendation for Social Media Captions Using Image Captioning, Image Emotion, and Caption-lyric Matching Via Universal Sentence Embedding Related Papers Related Patents Related Grants Related Venues Related Experts View |
Navapol Sanguansub; Pakawut Kamolrungwarakul; Supisara Poopair; Kantima Techaphonprasit; Thitirat Siriborvornratanakul; | Social Network Analysis and Mining | 2023-06-30 |
| 632 | Of Spiky SVDs and Music Recommendation Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: The truncated singular value decomposition is a widely used methodology in music recommendation for direct similar-item retrieval and downstream tasks embedding musical items. … |
Darius Afchar; Romain Hennequin; Vincent Guigue; | Proceedings of the 17th ACM Conference on Recommender … | 2023-06-30 |
| 633 | Intent-Satisfaction Modeling: From Music to Video Streaming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Logged behavioral data is a common resource for enhancing the user experience on streaming platforms. In music streaming, Mehrotra et al. have shown how complementing behavioral … |
G. Bénédict; Daan Odijk; M. de Rijke; | ACM Transactions on Recommender Systems | 2023-06-29 |
| 634 | The Challenges of Music Deep Learning for Traditional Music Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Numerous applications for music listeners, educators, DJs, and musicians have been created over the past decade as the field of Music Deep Learning has expanded. Evidently, the … |
LAZAROS MOYSIS et. al. | 2023 12th International Conference on Modern Circuits and … | 2023-06-28 |
| 635 | Managing Cold-Start Issues in Music Recommendation Systems: An Approach Based on User Experience Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music recommendation systems have been widely used to suggest songs to users based on their listening history or interests. Traditionally, most recommender systems have focused on … |
W. Assunção; R. Prates; L. Zaina; | Companion Proceedings of the 2023 ACM SIGCHI Symposium on … | 2023-06-27 |
| 636 | Automatic Music Score Difficulty Classification Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Learning a musical instrument is challenging in many different aspects. One important aspect is the motivation of the music students. One common practice to keep music students … |
Diogo Steinke Deconto; Erick Luiz Fontoura Valenga; C. N. Silla; | 2023 30th International Conference on Systems, Signals and … | 2023-06-27 |
| 637 | Music Recommendation System for Shared Environments Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The increasing amount of information available nowadays has led to a growth in research on recommendation systems. In the context of music, these systems help individuals filter … |
J. Vitório; C. N. Silla; | 2023 30th International Conference on Systems, Signals and … | 2023-06-27 |
| 638 | RMVPE: A Robust Model for Vocal Pitch Estimation in Polyphonic Music IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: As a result, the performance of vocal pitch estimation is affected by the music source separation models. To address this issue and directly extract vocal pitches from polyphonic music, we propose a robust model named RMVPE. |
Haojie Wei; Xueke Cao; Tangpeng Dan; Yueguo Chen; | arxiv-cs.SD | 2023-06-27 |
| 639 | Fine-Grained Position Helps Memorizing More, A Novel Music Compound Transformer Model with Feature Interaction Fusion Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Therefore, in this work, we propose an improved compound Transformer model for music understanding. Specifically, we propose an attribute embedding fusion module and a novel position encoding scheme with absolute-relative consideration. |
Zuchao Li; Ruhan Gong; Yineng Chen; Kehua Su; | aaai | 2023-06-26 |
| 640 | Predicting Perceived Music Emotions with Respect to Instrument Combinations Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music Emotion Recognition has attracted a lot of academic research work in recent years because it has a wide range of applications, including song recommendation and music … |
Viet Dung Nguyen; Q. H. Nguyen; R. Freedman; | AAAI Conference on Artificial Intelligence | 2023-06-26 |
| 641 | Music-to-Facial Expressions: Emotion-Based Music Visualization for The Hearing Impaired Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: While music is made to convey messages and emotions, auditory music is not equally accessible to everyone. Music visualization is a common approach to augment the listening … |
Yubo Wang; Fengzhou Pan; Danni Liu; Jiaxiong Hu; | AAAI Conference on Artificial Intelligence | 2023-06-26 |
| 642 | Melody: A Platform for Linked Open Data Visualisation and Curated Storytelling Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this article we present MELODY, a web interface for authoring data stories based on Linked Open Data. |
Giulia Renda; Marilena Daquino; Valentina Presutti; | arxiv-cs.HC | 2023-06-26 |
| 643 | Collaboration-Aware Hit Song Prediction Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In a streaming-oriented era, predicting which songs will be successful is a significant challenge for the music industry. Indeed, there are many efforts in determining the driving … |
Mariana O. Silva; Gabriel P. Oliveira; Danilo B. Seufitelli; M. Moro; | J. Interact. Syst. | 2023-06-26 |
| 644 | A Domain-Knowledge-Inspired Music Embedding Space and A Novel Attention Mechanism for Symbolic Music Modeling IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose the Fundamental Music Embedding (FME) for symbolic music based on a bias-adjusted sinusoidal encoding within which both the absolute and the relative attributes can be embedded and the fundamental musical properties (e.g., translational invariance) are explicitly preserved. |
Zixun Guo; Jaeyong Kang; Dorien Herremans; | aaai | 2023-06-26 |
| 645 | Measurement of Music Aesthetics Using Deep Neural Networks and Dissonances Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper, a new method that computes the aesthetics of a melody fragment is proposed, starting from dissonances. While music generated with artificial intelligence … |
Razvan Paroiu; Stefan Trausan-Matu; | Inf. | 2023-06-24 |
| 646 | DISCO-10M: A Large-Scale Music Dataset Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: With DISCO-10M, we aim to democratize and facilitate new research to help advance the development of novel machine learning models for music. |
Luca A. Lanzendörfer; Florian Grötschla; Emil Funke; Roger Wattenhofer; | arxiv-cs.SD | 2023-06-23 |
| 647 | When Literacies Collide: The Role of Translation in Music+Coding Activities Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The integration of computer programming and music-making has a rich history dating back to the 1950s. While there has been substantial prior work on the creative and cognitive … |
Cameron Roberts; M. Horn; | Proceedings of the 2023 Symposium on Learning, Design and … | 2023-06-23 |
| 648 | Toward Leveraging Pre-Trained Self-Supervised Frontends for Automatic Singing Voice Understanding Tasks: Three Case Studies Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: By fine-tuning these models for the target tasks, comparable performance to conventional supervised learning can be achieved with limited training data. Therefore, in this paper, we investigate the effectiveness of SSL models for various singing voice recognition tasks. |
Yuya Yamamoto; | arxiv-cs.SD | 2023-06-22 |
| 649 | Knowledge-based Multimodal Music Similarity Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The aim of this research is to develop a fully explainable and interpretable system that can provide end-users with more control and understanding of music similarity and classification systems. |
Andrea Poltronieri; | arxiv-cs.SD | 2023-06-21 |
| 650 | The Role of Digital Technologies in The Music Industry—A Qualitative Trend Analysis Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: New technologies have significantly impacted the music industry,leading to its digital transformation.This study explores the effects of digital technology trends on different … |
Mahdieh Darvish; M. Bick; | Information Systems Management | 2023-06-20 |
| 651 | Music Theoretical Approach to Auditory Interface Design: Progressive, Explainable, and Accessible Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music activities offer individuals an opportunity to engage in various cognitive interactions with sound, a phenomenon which has been studied from music theoretical perspectives. … |
Minsik Choi; | Proceedings of the 15th Conference on Creativity and … | 2023-06-19 |
| 652 | Shape of Music: AR-based Tangible Programming Tool for Music Visualization Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Integrating music into Computer Science (CS) education can stimulate children’s creativity, change the stereotypical perspective of CS, and encourage women, ethnic or cultural … |
Qiao Jin; Danli Wang; Haoran Yun; S. Yarosh; | Proceedings of the 22nd Annual ACM Interaction Design and … | 2023-06-19 |
| 653 | I Wouldn’t Dare Losing One: How Music Artists Capture and Manage Ideas Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Establishing, maintaining, and using collections of ideas and sources of inspiration is a common and important practice for music artists. Yet, it is underexplored in research. We … |
Emilia Rosselli Del Turco; P. Dalsgaard; | Proceedings of the 15th Conference on Creativity and … | 2023-06-19 |
| 654 | Digital Drum Circles: Relational CS Education Through Music Making Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This demo presents a “digital drum circle”, a collection of bucket drums augmented with sensors that form a collective digital musical instrument. Through the drum circle … |
Maddie Brucker; M. West; M. Horn; | Proceedings of the 22nd Annual ACM Interaction Design and … | 2023-06-19 |
| 655 | Amplifying Artists’ Voices: Item Provider Perspectives on Influence and Fairness of Music Streaming Platforms IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The majority of music consumption nowadays takes place on music streaming platforms. Whichever artists, albums, or songs are exposed to consumers on these platforms therefore … |
Karlijn Dinnissen; Christine Bauer; | Proceedings of the 31st ACM Conference on User Modeling, … | 2023-06-18 |
| 656 | MARBLE: Music Audio Representation Benchmark for Universal Evaluation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In the era of extensive intersection between art and Artificial Intelligence (AI), such as image generation and fiction co-creation, AI for music remains relatively nascent, particularly in music understanding. This is evident in the limited work on deep music representations, the scarcity of large-scale datasets, and the absence of a universal and community-driven benchmark. |
RUIBIN YUAN et. al. | arxiv-cs.SD | 2023-06-18 |
| 657 | Sound Demixing Challenge 2023 Music Demixing Track Technical Report: TFC-TDF-UNet V3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this report, we present our award-winning solutions for the Music Demixing Track of Sound Demixing Challenge 2023. |
Minseok Kim; Jun Hyung Lee; Soonyoung Jung; | arxiv-cs.SD | 2023-06-15 |
| 658 | Language-Guided Music Recommendation for Video Via Prompt Analogies IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose a method to recommend music for an input video while allowing a user to guide music selection with free-form natural language. |
Daniel McKee; Justin Salamon; Josef Sivic; Bryan Russell; | arxiv-cs.CV | 2023-06-15 |
| 659 | CoverHunter: Cover Song Identification with Refined Attention and Alignments Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose a novel system named CoverHunter that overcomes the shortcomings of existing detection schemes by exploring richer features with refined attention and alignments. |
Feng Liu; Deyi Tuo; Yinan Xu; Xintong Han; | arxiv-cs.SD | 2023-06-15 |
| 660 | Anticipatory Music Transformer IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We introduce anticipation: a method for constructing a controllable generative model of a temporal point process (the event process) conditioned asynchronously on realizations of a second, correlated process (the control process). |
John Thickstun; David Hall; Chris Donahue; Percy Liang; | arxiv-cs.SD | 2023-06-14 |
| 661 | Empirical Measurement of Aesthetic Experience of Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we present an affordable, wearable, easy-to-carry device to measure phenomenological goosebumps intensity on our skin with respect to real-time data using IoT devices (Raspberry pi 3, model B). |
Abhishek Gupta; C. M. Markan; | arxiv-cs.HC | 2023-06-13 |
| 662 | More Than Simply Masking: Exploring Pre-training Strategies for Symbolic Music Understanding Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Pre-trained language models have become the prevailing approach for handling natural language processing tasks in recent years. Given the similarities in sequential features … |
Zhexu Shen; Liang Yang; Zhihan Yang; Hongfei Lin; | Proceedings of the 2023 ACM International Conference on … | 2023-06-12 |
| 663 | Video-to-Music Recommendation Using Temporal Alignment of Segments IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose a novel approach to significantly improve the system’s performance using structure-aware recommendation. |
Laure Prétet; Gaël Richard; Clément Souchier; Geoffroy Peeters; | arxiv-cs.MM | 2023-06-12 |
| 664 | Everybody Compose: Deep Beats To Music Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This project presents a deep learning approach to generate monophonic melodies based on input beats, allowing even amateurs to create their own music compositions. |
Conghao Shen; Violet Z. Yao; Yixin Liu; | arxiv-cs.SD | 2023-06-09 |
| 665 | Simple and Controllable Music Generation IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We introduce MusicGen, a single Language Model (LM) that operates over several streams of compressed discrete music representation, i.e., tokens. |
JADE COPET et. al. | arxiv-cs.SD | 2023-06-08 |
| 666 | Mid-Distance Running Exercise Assistance System Via IoT and Exercise-oriented Music Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This study explores the effectiveness of a music-assisted IoT exercise system specifically designed for mid-distance running. The primary objectives are to augment the sports … |
Yi Chen; Chung-Chiang Chen; Li-Chuan Tang; W. Chieng; | 2023 IEEE World AI IoT Congress (AIIoT) | 2023-06-07 |
| 667 | Systematic Analysis of Music Representations from BERT Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: There have been numerous attempts to represent raw data as numerical vectors that effectively capture semantic and contextual information. However, in the field of symbolic music, … |
Sangjun Han; H. Ihm; Woohyung Lim; | ArXiv | 2023-06-06 |
| 668 | Emotion-Conditioned Melody Harmonization with Hierarchical Variational Autoencoder Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Meanwhile, the variability of harmonies generated by previous methods is insufficient. To solve these problems, we propose a novel LSTM-based Hierarchical Variational Auto-Encoder (LHVAE) to investigate the influence of emotional conditions on melody harmonization, while improving the quality of generated harmonies and capturing the abundant variability of chord progressions. |
Shulei Ji; Xinyu Yang; | arxiv-cs.SD | 2023-06-06 |
| 669 | Music Mode: Transforming Robot Movement Into Music Increases Likability and Perceived Intelligence Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present Music Mode, a novel mapping between a robot’s joint motions and sounds, programmed by artists and engineers to make the robot generate music as it moves. |
Catie Cuan; Emre Fisher; Allison Okamura; Tom Engbersen; | arxiv-cs.RO | 2023-06-05 |
| 670 | Controllable Lyrics-to-Melody Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Controllability of generative models enables human interaction with models to generate desired contents, which is especially important in music generation tasks towards human-centered AI that can facilitate musicians in creative activities. To address these issues, we propose a controllable lyrics-to-melody generation network, ConL2M, which is able to generate realistic melodies from lyrics in user-desired musical style. |
Zhe Zhang; Yi Yu; Atsuhiro Takasu; | arxiv-cs.SD | 2023-06-05 |
| 671 | Effect of Music Intervention Strategies on Mitigating Drivers’ Negative Emotion in Post-congestion Driving Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Traffic congestion is a common phenomenon in city traffic, which may cause drivers’ negative emotion to degrade driving safety. It has been reported that music can regulate human … |
DELIN OUYANG et. al. | 2023 IEEE Intelligent Vehicles Symposium (IV) | 2023-06-04 |
| 672 | LyricSIM: A Novel Dataset and Benchmark for Similarity Detection in Spanish Song LyricS Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we present a new dataset and benchmark tailored to the task of semantic similarity in song lyrics. |
ALEJANDRO BENITO-SANTOS et. al. | arxiv-cs.CL | 2023-06-02 |
| 673 | Q&A: Query-Based Representation Learning for Multi-Track Symbolic Music Re-Arrangement Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we tackle rearrangement problems via self-supervised learning, in which the mapping styles can be regarded as conditions and controlled in a flexible way. |
Jingwei Zhao; Gus Xia; Ye Wang; | arxiv-cs.SD | 2023-06-02 |
| 674 | POSTER: Design of A Music Intervention System Using Social Robotics for Cognitive Enhancement Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: To aid in the care of older adults living with Alzheimer’s disease and related dementias (ADRD), many forms of therapies and interventions have been created. One such approach, … |
Tyler Morris; D. Petrovsky; Sai Swaminathan; Xiaopeng Zhao; | 2023 IEEE/ACM Conference on Connected Health: Applications, … | 2023-06-01 |
| 675 | Approximate Nearest Neighbour-based Index Tree: A Case Study for Instrumental Music Search Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Many people are interested in instrumental music. They may have one piece of song, but it is a challenge to seek the song because they do not have lyrics to describe for a … |
Nguyen Ha Thanh; Linh Dan Vo; Thien Thanh Tran; | Applied Computer Systems | 2023-06-01 |
| 676 | Emotion-aware Music Tower Blocks (EmoMTB ): An Intelligent Audiovisual Interface for Music Discovery and Recommendation Related Papers Related Patents Related Grants Related Venues Related Experts View |
ALESSANDRO B. MELCHIORRE et. al. | International Journal of Multimedia Information Retrieval | 2023-06-01 |
| 677 | Transfer Learning for Underrepresented Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper investigates a combinational creativity approach to transfer learning to improve the performance of deep neural network-based models for music generation on out-of-distribution (OOD) genres. |
Anahita Doosti; Matthew Guzdial; | arxiv-cs.LG | 2023-05-31 |
| 678 | MuseCoco: Generating Symbolic Music from Text IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose MuseCoco, which generates symbolic music from text descriptions with musical attributes as the bridge to break down the task into text-to-attribute understanding and attribute-to-music generation stages. |
PEILING LU et. al. | arxiv-cs.SD | 2023-05-31 |
| 679 | Unsupervised Melody-to-Lyric Generation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we propose a method for generating high-quality lyrics without training on any aligned melody-lyric data. |
YUFEI TIAN et. al. | arxiv-cs.CL | 2023-05-30 |
| 680 | Emotion-Aware Music Driven Movie Montage Related Papers Related Patents Related Grants Related Venues Related Experts View |
WU-QIN LIU et. al. | Journal of Computer Science and Technology | 2023-05-30 |
| 681 | Optical Music Recognition for Homophonic Scores with Neural Networks and Synthetic Music Generation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View |
María Alfaro-Contreras; J. Iñesta; Jorge Calvo-Zaragoza; | International Journal of Multimedia Information Retrieval | 2023-05-26 |
| 682 | Efficient Neural Music Generation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we present MeLoDy (M for music; L for LM; D for diffusion), an LM-guided diffusion model that generates music audios of state-of-the-art quality meanwhile reducing 95.7% or 99.6% forward passes in MusicLM, respectively, for sampling 10s or 30s music. |
MAX W. Y. LAM et. al. | arxiv-cs.SD | 2023-05-25 |
| 683 | Novel Music Genre Classification System Using Transfer Learning on A Small Dataset Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music is an essential element in our lives. With the rapid development of technology, the use of compact disks and tapes for listening various forms of music of different … |
Yang Wang; T. Goto; Tadaaki Kirisima; K. Tsuchida; | 2023 IEEE/ACIS 21st International Conference on Software … | 2023-05-23 |
| 684 | MIDI-Draw: Sketching to Control Melody Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We describe a proof-of-principle implementation of a system for drawing melodies that abstracts away from a note-level input representation via melodic contours. |
Tashi Namgyal; Peter Flach; Raul Santos-Rodriguez; | arxiv-cs.SD | 2023-05-19 |
| 685 | GETMusic: Generating Any Music Tracks with A Unified Representation and Diffusion Framework IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we introduce a framework known as GETMusic, with “GET” standing for “GEnerate music Tracks.” |
ANG LV et. al. | arxiv-cs.SD | 2023-05-18 |
| 686 | Music-Driven Group Choreography IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we present AIOZ-GDANCE, a new largescale dataset for music-driven group dance generation. |
NHAT LE et. al. | cvpr | 2023-05-17 |
| 687 | Melody: Toward Resource-Efficient Packet Header Vector Encoding on Programmable Switches Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The programmable switch offers a limited capacity of packet header vector (PHV) words that store packet header fields and metadata fields defined by network functions. However, … |
XIANG CHEN et. al. | IEEE INFOCOM 2023 – IEEE Conference on Computer … | 2023-05-17 |
| 688 | RMSSinger: Realistic-Music-Score Based Singing Voice Synthesis IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Furthermore, these manual annotation destroys the regularity of note durations in music scores, making fine-grained music scores inconvenient for composing. To tackle these challenges, we propose RMSSinger, the first RMS-SVS method, which takes realistic music scores as input, eliminating most of the tedious manual annotation and avoiding the aforementioned inconvenience. |
JINZHENG HE et. al. | arxiv-cs.SD | 2023-05-17 |
| 689 | REMAST: Real-time Emotion-based Music Arrangement with Soft Transition Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Existing studies mainly focus on achieving emotion real-time fit, while the issue of smooth transition remains understudied, affecting the overall emotional coherence of the music. In this paper, we propose REMAST to address this trade-off. |
ZIHAO WANG et. al. | arxiv-cs.SD | 2023-05-13 |
| 690 | Music Rearrangement Using Hierarchical Segmentation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose a method for automatically rearranging music recordings that takes into account the hierarchical structure of the recording. |
Christos Plachouras; Marius Miron; | arxiv-cs.SD | 2023-05-12 |
| 691 | End-to-end Optical Music Recognition for Pianoform Sheet Music IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View |
Antonio Ríos-Vila; D. Rizo; J. Iñesta; Jorge Calvo-Zaragoza; | International Journal on Document Analysis and Recognition … | 2023-05-12 |
| 692 | Unsupervised Melody-Guided Lyrics Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we propose to generate pleasantly listenable lyrics without training on melody-lyric aligned data. |
YUFEI TIAN et. al. | arxiv-cs.AI | 2023-05-12 |
| 693 | V2Meow: Meowing to The Visual Beat Via Video-to-Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose V2Meow, a video-to-music generation system capable of producing high-quality music audio for a diverse range of video input types using a multi-stage autoregressive model. |
KUN SU et. al. | arxiv-cs.SD | 2023-05-11 |
| 694 | Learn to Sing By Listening: Building Controllable Virtual Singer By Unsupervised Learning from Voice Recordings Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a framework that could digitize a person’s voice by simply listening to the clean voice recordings of any content in a fully unsupervised manner and predict singing voices even only using speaking recordings. |
Wei Xue; Yiwen Wang; Qifeng Liu; Yike Guo; | arxiv-cs.SD | 2023-05-09 |
| 695 | Exploring Softly Masked Language Modelling for Controllable Symbolic Music Generation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This document presents some early explorations of applying Softly Masked Language Modelling (SMLM) to symbolic music generation. SMLM can be seen as a generalisation of masked … |
Nicolas Jonason; Bob L. T. Sturm; | arxiv-cs.SD | 2023-05-05 |
| 696 | How Does The Music That Students Listen to Affect Their Level of Musical Literacy? Comparative Analysis of Chinese Students’ Musical Literacy Formed with Modern Online Technologies in The Context of Music and Non-music Academic Majors Related Papers Related Patents Related Grants Related Venues Related Experts View |
Yuan Li; | Interact. Learn. Environ. | 2023-05-02 |
| 697 | LooPy: A Research-Friendly Mix Framework for Music Information Retrieval on Electronic Dance Music Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: However, music genres like electronic dance music (EDM) has always been relatively less investigated compared to others. Considering its wide range of applications, we present a Python package for automated EDM audio generation as an infrastructure for MIR for EDM songs, to mitigate the difficulty of acquiring labelled data. |
Xinyu Li; | arxiv-cs.SD | 2023-05-01 |
| 698 | Transfer of Knowledge Among Instruments in Automatic Music Transcription Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This work shows how to employ easily generated synthesized audio data produced by software synthesizers to train a universal model. |
Michał Leś; Michał Woźniak; | arxiv-cs.SD | 2023-04-30 |
| 699 | Improving Music Genre Classification from Multi-modal Properties of Music and Genre Correlations Perspective Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In addition, as genres normally co-occur in a music track, it is desirable to capture and model the genre correlations to improve the performance of multi-label music genre classification. To solve these issues, we present a novel multi-modal method leveraging audio-lyrics contrastive loss and two symmetric cross-modal attention, to align and fuse features from audio and lyrics. |
G. Ru; X. Zhang; J. Wang; N. Cheng; J. Xiao; | icassp | 2023-04-27 |
| 700 | Audio Quality Assessment of Vinyl Music Collections Using Self-Supervised Learning Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we show that the self-supervised learning (SSL) model wav2vec 2.0 can be successfully used to predict the perceived audio quality of archive music collections. |
A. Ragano; E. Benetos; A. Hines; | icassp | 2023-04-27 |
| 701 | Toward Universal Text-To-Music Retrieval IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This paper introduces effective design choices for text-to-music retrieval systems. |
S. Doh; M. Won; K. Choi; J. Nam; | icassp | 2023-04-27 |
| 702 | Enhancing The Vocal Range of Single-Speaker Singing Voice Synthesis with Melody-Unsupervised Pre-Training Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Based on our previous work, this work proposes a melody-unsupervised multi-speaker pretraining method conducted on a multi-singer dataset to enhance the vocal range of the single-speaker, while not degrading the timbre similarity. |
S. Zhou; X. Li; Z. Wu; Y. Shan; H. Meng; | icassp | 2023-04-27 |
| 703 | Phoneix: Acoustic Feature Processing Strategy for Enhanced Singing Pronunciation With Phoneme Distribution Predictor Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose an acoustic feature processing strategy, named PHONEix, with a phoneme distribution predictor, to alleviate the gap between the music score and the singing voice, which can be easily adopted in different SVS systems. |
Y. Wu; J. Shi; T. Qian; D. Gao; Q. Jin; | icassp | 2023-04-27 |
| 704 | Controllable Music Inpainting with Mixed-Level and Disentangled Representation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, we contribute a controllable inpainting model by combining the high expressivity of mixed-level, disentangled music representations and the strong predictive power of masked language modeling. |
S. Wei; Z. Wang; W. Gao; G. Xia; | icassp | 2023-04-27 |
| 705 | Music Rearrangement Using Hierarchical Segmentation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose a method for automatically rearranging music recordings that takes into account the hierarchical structure of the recording. |
C. Plachouras; M. Miron; | icassp | 2023-04-27 |
| 706 | Textless Speech-to-Music Retrieval Using Emotion Similarity Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We introduce a framework that recommends music based on the emotions of speech. |
S. Doh; M. Won; K. Choi; J. Nam; | icassp | 2023-04-27 |
| 707 | Music Mixing Style Transfer: A Contrastive Learning Approach to Disentangle Audio Effects IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We propose an end-to-end music mixing style transfer system that converts the mixing style of an input multitrack to that of a reference song. |
J. KOO et. al. | icassp | 2023-04-27 |
| 708 | Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we investigate an approach that relies on contrastive learning and music metadata as a weak source of supervision to train music representation models. |
P. ALONSO-JIMÉNEZ et. al. | icassp | 2023-04-27 |
| 709 | Continuous Interaction with A Smart Speaker Via Low-Dimensional Embeddings of Dynamic Hand Pose Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents a new continuous interaction strategy with visual feedback of hand pose and mid-air gesture recognition and control for a smart music speaker, which utilizes only 2 video frames to recognize gestures. |
S. Xu; C. Kaul; X. Ge; R. Murray-Smith; | icassp | 2023-04-27 |
| 710 | Self-Supervised Representations for Singing Voice Conversion IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we circumvent disentanglement training and propose a new model that leverages ASR fine-tuned self-supervised representations as inputs to a HiFi-GAN neural vocoder for singing voice conversion. |
T. JAYASHANKAR et. al. | icassp | 2023-04-27 |
| 711 | Phonation Mode Detection in Singing: A Singer Adapted Model Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we define the phonation mode detection (PMD) problem, which entails the prediction of phonation mode labels as well as their onset and offset timestamps. |
Y. Wang; W. Wei; Y. Wang; | icassp | 2023-04-27 |
| 712 | Deep Root Music Algorithm for Data-Driven Doa Estimation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work we propose Deep Root-MUSIC (DR-MUSIC); a data-driven DoA estimator which augments Root-MUSIC with a deep neural network applied to the empirical autocorrelation of the input. |
D. H. Shmuel; J. P. Merkofer; G. Revach; R. J. G. van Sloun; N. Shlezinger; | icassp | 2023-04-27 |
| 713 | Knowledge-Graph Augmented Music Representation for Genre Classification Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose KGenre, a knowledge-embedded music representation learning framework for improved genre classification. |
H. DING et. al. | icassp | 2023-04-27 |
| 714 | MAID: A Conditional Diffusion Model for Long Music Audio Inpainting Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, the information about these segments may differ significantly from the original. To solve this problem, we propose MAID (Music Audio Inpainting DDPM), a model for music audio inpainting based on DDPM (Denoising Diffusion Probability Model). |
K. Liu; W. Gan; C. Yuan; | icassp | 2023-04-27 |
| 715 | Compose & Embellish: Well-Structured Piano Performance Generation Via A Two-Stage Approach IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Observing the above, we devise a two-stage Transformer-based framework that Composes a lead sheet first, and then Embellishes it with accompaniment and expressive touches. |
S. -L. Wu; Y. -H. Yang; | icassp | 2023-04-27 |
| 716 | Bytecover3: Accurate Cover Song Identification On Short Queries Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we upgrade the previous ByteCover systems to ByteCover3 that utilizes local features to further improve the identification performance of short music queries. |
X. DU et. al. | icassp | 2023-04-27 |
| 717 | Chord-Conditioned Melody Harmonization With Controllable Harmonicity Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: Melody harmonization has long been closely associated with chorales composed by Johann Sebastian Bach. Previous works rarely emphasised chorale generation conditioned on chord … |
S. Wu; X. Li; M. Sun; | icassp | 2023-04-27 |
| 718 | Multitrack Music Transformer IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we propose a new multitrack music representation that allows a diverse set of instruments while keeping a short sequence length. |
H. -W. Dong; K. Chen; S. Dubnov; J. McAuley; T. Berg-Kirkpatrick; | icassp | 2023-04-27 |
| 719 | On The Role of Visual Context in Enriching Music Representations Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this study, we propose VCMR – Video-Conditioned Music Representations, a contrastive learning framework that learns music representations from audio and the accompanying music videos. |
K. Avramidis; S. Stewart; S. Narayanan; | icassp | 2023-04-27 |
| 720 | TrOMR:Transformer-Based Polyphonic Optical Music Recognition Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose a transformer-based approach with excellent global perceptual capability for end-to-end polyphonic OMR, called TrOMR. |
Y. Li; H. Liu; Q. Jin; M. Cai; P. Li; | icassp | 2023-04-27 |
| 721 | Pop2Piano : Pop Audio-Based Piano Cover Generation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we present Pop2Piano, a Transformer network that generates piano covers given waveforms of pop music. |
J. Choi; K. Lee; | icassp | 2023-04-27 |
| 722 | HIPI: A Hierarchical Performer Identification Model Based on Symbolic Representation of Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, we apply a Recurrent Neural Network (RNN) model to classify the most likely music performers from their interpretative styles. |
S. R. Mahmud Rafee; G. Fazekas; G. Wiggins; | icassp | 2023-04-27 |
| 723 | Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we investigate an approach that relies on contrastive learning and music metadata as a weak source of supervision to train music representation models. |
PABLO ALONSO-JIMÉNEZ et. al. | arxiv-cs.SD | 2023-04-24 |
| 724 | An Order-Complexity Model for Aesthetic Quality Assessment of Homophony Music Performance Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In order to guide the generation task of AI music performance, and to improve the performance effect of human performers, this paper uses Birkhoff’s aesthetic measure to propose a method of objective measurement of beauty. |
XIN JIN et. al. | arxiv-cs.SD | 2023-04-22 |
| 725 | CLaMP: Contrastive Language-Music Pre-training for Cross-Modal Symbolic Music Information Retrieval IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We introduce CLaMP: Contrastive Language-Music Pre-training, which learns cross-modal representations between natural language and symbolic music using a music encoder and a text encoder trained jointly with a contrastive loss. |
Shangda Wu; Dingyao Yu; Xu Tan; Maosong Sun; | arxiv-cs.SD | 2023-04-21 |
| 726 | Lyric App Framework: A Web-based Framework for Developing Interactive Lyric-driven Musical Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Lyric videos have become a popular medium to convey lyrical content to listeners, but they present the same content whenever they are played and cannot adapt to listeners’ … |
Jun Kato; Masataka Goto; | Proceedings of the 2023 CHI Conference on Human Factors in … | 2023-04-19 |
| 727 | Understanding Tensions in Music Accessibility Through Song Signing for and with D/Deaf and Non-d/Deaf Persons Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Song signing is a method practiced by people who are d/Deaf and non-d/Deaf individuals to visually represent music and make music accessible through sign language and body … |
Suhyeon Yoo; Georgianna E. Lin; Hyeon Jeong Byeon; Amy S. Hwang; K. Truong; | Proceedings of the 2023 CHI Conference on Human Factors in … | 2023-04-19 |
| 728 | BrainiBeats: A Dual Brain-computer Interface for Musical Composition Using Inter-brain Synchrony and Emotional Valence Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A dual brain-computer interface (BCI) was developed to translate emotions and synchrony between two users into music. Using EEG signals of two individuals, the system generates … |
Caterina Ceccato; Ethel Pruss; A. Vrins; Jos Prinsen; M. Alimardani; | Extended Abstracts of the 2023 CHI Conference on Human … | 2023-04-19 |
| 729 | Personalised But Impersonal: Listeners’ Experiences of Algorithmic Curation on Music Streaming Services Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The consumption of music is increasingly reliant on the personalisation, recommendation, and automated curation features of music streaming services. Using algorithm experience … |
Sophie Freeman; M. Gibbs; Bjørn Nansen; | Proceedings of the 2023 CHI Conference on Human Factors in … | 2023-04-19 |
| 730 | Hybrid Binaural Singing Voice Separation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper, we examine the possibility of harmonic music source separation, with the incorporation of a dummy head. Fusion of multichannel and single-channel blind source … |
P. Kasak; R. Jarina; D. Ticha; Maroš Jakubec; | 2023 33rd International Conference Radioelektronika … | 2023-04-19 |
| 731 | Bean Academy: A Music Composition Game for Beginners with Vocal Query Transcription Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Bean Academy is a music composition game designed for musically-unskilled learners to lower entry barriers to music composition learning such as music theory comprehension, … |
Jaejun Lee; Hyeyoon Cho; Yonghyun Kim; | Extended Abstracts of the 2023 CHI Conference on Human … | 2023-04-19 |
| 732 | Corsetto: A Kinesthetic Garment for Designing, Composing For, and Experiencing An Intersubjective Haptic Voice IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We present a novel intercorporeal experience – an intersubjective haptic voice. Through an autobiographical design inquiry, based on singing techniques from the classical opera … |
OZGUN KILIC AFSAR et. al. | Proceedings of the 2023 CHI Conference on Human Factors in … | 2023-04-19 |
| 733 | From Words to Music: A Study of Subword Tokenization Techniques in Symbolic Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: As Transformer models become increasingly popular in symbolic music-related studies, it is imperative to investigate the efficacy of subword tokenization in the symbolic music domain. In this paper, we explore subword tokenization techniques, such as byte-pair encoding (BPE), in symbolic music generation and its impact on the overall structure of generated songs. |
Adarsh Kumar; Pedro Sarmento; | arxiv-cs.SD | 2023-04-18 |
| 734 | Generative Disco: Text-to-Video Generation for Music Visualization IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We introduce Generative Disco, a generative AI system that helps generate music visualizations with large language models and text-to-video generation. |
Vivian Liu; Tao Long; Nathan Raw; Lydia Chilton; | arxiv-cs.HC | 2023-04-17 |
| 735 | Understanding Disclosure and Support for Youth Mental Health in Social Music Communities Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Online music platforms that include social networking features sometimes become supportive social communities where young people can disclose their emotional distress and receive … |
Yucheng Jin; Wanling Cai; Li Chen; Yuwan Dai; Tonglin Jiang; | Proceedings of the ACM on Human-Computer Interaction | 2023-04-14 |
| 736 | The Music Demixing Machine: Toward Real-time Remixing of Classical Music Related Papers Related Patents Related Grants Related Venues Related Experts View |
P. C. Molero; A. Muñoz-Montoro; P. Vera-Candeas; J. Ranilla; | The Journal of Supercomputing | 2023-04-06 |
| 737 | TM2D: Bimodality Driven 3D Dance Generation Via Music-Text Integration IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We propose a novel task for generating 3D dance movements that simultaneously incorporate both text and music modalities. |
KEHONG GONG et. al. | arxiv-cs.CV | 2023-04-05 |
| 738 | Pac-HuBERT: Self-Supervised Music Source Separation Via Primitive Auditory Clustering and Hidden-Unit BERT Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a self-supervised learning framework for music source separation inspired by the HuBERT speech representation model. |
Ke Chen; Gordon Wichern; François G. Germain; Jonathan Le Roux; | arxiv-cs.SD | 2023-04-04 |
| 739 | Transformer-based Automatic Music Mood Classification Using Multi-modal Framework Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The mood is a psychological state of feeling that is related to internal emotions and affect, which is how emotions are expressed outwardly. According to studies, music affects … |
Sujeesha A. S; R. Rajan; | J. Comput. Sci. Technol. | 2023-04-03 |
| 740 | Recent Advances of Computational Intelligence Techniques for Composing Music Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music exerts a ubiquitous influence on human cultures and daily lives. Composing music is deemed rather complicated because it involves various factors (e.g., instruments, … |
Yu-Wei Wen; Chuan-Kang Ting; | IEEE Transactions on Emerging Topics in Computational … | 2023-04-01 |
| 741 | Amplitude-Identifiable MUSIC (Aid-MUSIC) for Asynchronous Frequency in Blade Tip Timing IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Multiple signal classification (MUSIC) has gained prominence in frequency estimation with the virtue of overcoming the undersampling problem of blade tip timing (BTT). However, as … |
ZENGKUN WANG et. al. | IEEE Transactions on Industrial Informatics | 2023-04-01 |
| 742 | Multi-task Melody Extraction Using Feature Optimization and CRNN-CRF Related Papers Related Patents Related Grants Related Venues Related Experts View |
Hongmei Li; Lihua Tian; Chen Li; | Comput. Electr. Eng. | 2023-04-01 |
| 743 | The Music Note Ontology Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: In this paper we propose the Music Note Ontology, an ontology for modelling music notes and their realisation. The ontology addresses the relation between a note represented in a … |
Andrea Poltronieri; Aldo Gangemi; | ArXiv | 2023-03-30 |
| 744 | Come Together, Right Now? An Empirical Study of Collaborations in The Music Industry Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Artist collaborations in music have been on the rise, and they tend to produce commercially and critically successful songs. We seek to uncover the effect of these collaborative … |
A. Deshmane; Víctor Martínez-de-Albéniz; | Manag. Sci. | 2023-03-30 |
| 745 | An Ensemble Model of CNN with Bi-LSTM for Automatic Singer Identification Related Papers Related Patents Related Grants Related Venues Related Experts View |
M. S. Jitendra; Y. Radhika; | Multimedia Tools and Applications | 2023-03-27 |
| 746 | Translate The Beauty in Songs: Jointly Learning to Align Melody and Translate Lyrics Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose Lyrics-Melody Translation with Adaptive Grouping (LTAG), a holistic solution to automatic song translation by jointly modeling lyrics translation and lyrics-melody alignment. |
CHENGXI LI et. al. | arxiv-cs.CL | 2023-03-27 |
| 747 | Application of Machine Learning Technology in Classical Music Education Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The goal is to promote the healthy and stable development of music education in China. The time-frequency sequence topology in frequency domain can improve the effect of … |
Dongfang Wang; | Int. J. Web Based Learn. Teach. Technol. | 2023-03-24 |
| 748 | MusicFace: Music-driven Expressive Singing Face Synthesis Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: It is still an interesting and challenging problem to synthesize a vivid and realistic singing face driven by music signal. In this paper, we present a method for this task with natural motions of the lip, facial expression, head pose, and eye states. |
PENGFEI LIU et. al. | arxiv-cs.GR | 2023-03-24 |
| 749 | Pitchclass2vec: Symbolic Music Structure Segmentation with Chord Embeddings Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Structure perception is a fundamental aspect of music cognition in humans. Historically, the hierarchical organization of music into structures served as a narrative device for … |
Nicolas Lazzari; Andrea Poltronieri; V. Presutti; | ArXiv | 2023-03-24 |
| 750 | Symbolic Music Structure Analysis with Graph Representations and Changepoint Detection Methods Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In the past, there have been several works that attempt to segment music into the audio and symbolic domains, however, the identification and segmentation of the music structure at different levels is still an open research problem in this area. In this work we propose three methods, two of which are novel graph-based algorithms that aim to segment symbolic music by its form or structure: Norm, G-PELT and G-Window. |
Carlos Hernandez-Olivan; Sonia Rubio Llamas; Jose R. Beltran; | arxiv-cs.SD | 2023-03-24 |
| 751 | VMCML: Video and Music Matching Via Cross-Modality Lifting Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose a content-based system for matching video and background music. |
Yi-Shan Lee; Wei-Cheng Tseng; Fu-En Wang; Min Sun; | arxiv-cs.CV | 2023-03-22 |
| 752 | In-depth Analysis of Music Structure As A Text Network Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this article, we focus on the fundamental elements of music and construct an evolutionary network from the perspective of music as a natural language, aligning with the statistical characteristics of texts. |
PING-RUI TSAI et. al. | arxiv-cs.SD | 2023-03-21 |
| 753 | ByteCover3: Accurate Cover Song Identification on Short Queries Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we upgrade the previous ByteCover systems to ByteCover3 that utilizes local features to further improve the identification performance of short music queries. |
XINGJIAN DU et. al. | arxiv-cs.SD | 2023-03-21 |
| 754 | Controllable Ancient Chinese Lyrics Generation Based on Phrase Prototype Retrieving Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose a novel method for generating ancient Chinese lyrics (Song Ci), a type of ancient lyrics that involves precise control of song structure. |
Li Yi; | arxiv-cs.CL | 2023-03-20 |
| 755 | Textless Speech-to-Music Retrieval Using Emotion Similarity Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We introduce a framework that recommends music based on the emotions of speech. |
SeungHeon Doh; Minz Won; Keunwoo Choi; Juhan Nam; | arxiv-cs.SD | 2023-03-18 |
| 756 | Music Sentiment Classification Based on An Optimized CNN-RF-QPSO Model Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: PurposeMusic sentiment analysis helps to promote the diversification of music information retrieval methods. Traditional music emotion classification tasks suffer from high manual … |
Rui Tian; Ruheng Yin; Feng Gan; | Data Technol. Appl. | 2023-03-17 |
| 757 | Tollywood Emotions: Annotation of Valence-Arousal in Telugu Song Lyrics Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present a new manually annotated dataset of Telugu songs’ lyrics collected from Spotify with valence and arousal annotated on a discrete scale. |
R Guru Ravi Shanker; B Manikanta Gupta; BV Koushik; Vinoo Alluri; | arxiv-cs.CL | 2023-03-16 |
| 758 | PHONEix: Acoustic Feature Processing Strategy for Enhanced Singing Pronunciation with Phoneme Distribution Predictor Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose an acoustic feature processing strategy, named PHONEix, with a phoneme distribution predictor, to alleviate the gap between the music score and the singing voice, which can be easily adopted in different SVS systems. |
Yuning Wu; Jiatong Shi; Tao Qian; Dongji Gao; Qin Jin; | arxiv-cs.SD | 2023-03-15 |
| 759 | Generating Symbolic Music Using Diffusion Models Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, a diffusion model that uses a binomial prior distribution to generate piano rolls is proposed. |
Lilac Atassi; | arxiv-cs.SD | 2023-03-15 |
| 760 | Improving Music Genre Classification from Multi-Modal Properties of Music and Genre Correlations Perspective Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In addition, as genres normally co-occur in a music track, it is desirable to capture and model the genre correlations to improve the performance of multi-label music genre classification. To solve these issues, we present a novel multi-modal method leveraging audio-lyrics contrastive loss and two symmetric cross-modal attention, to align and fuse features from audio and lyrics. |
Ganghui Ru; Xulong Zhang; Jianzong Wang; Ning Cheng; Jing Xiao; | arxiv-cs.SD | 2023-03-14 |
| 761 | DiffuseRoll: Multi-track Multi-category Music Generation Based on Diffusion Model Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a novel approach for multi-track, multi-attribute symphonic music generation using the diffusion model. |
Hongfei Wang; | arxiv-cs.SD | 2023-03-14 |
| 762 | Neural Networks And Ensemble Based Architectures To Automatic Musical Harmonization: A Performance Comparison Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Harmony can be defined in a musical way as art that combines several musical notes reproduced simultaneously to create sounds that are coherent to human ears and serve as … |
L. F. P. COSTA et. al. | Applied Artificial Intelligence | 2023-03-11 |
| 763 | Hybrid Y-Net Architecture for Singing Voice Separation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Overall, our work presents a promising approach for improving the accuracy and efficiency of music source separation. |
Rashen Fernando; Pamudu Ranasinghe; Udula Ranasinghe; Janaka Wijayakulasooriya; Pantaleon Perera; | arxiv-cs.SD | 2023-03-05 |
| 764 | Assessing Fine-Grained Explicitness of Song Lyrics Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music plays a crucial role in our lives, with growing consumption and engagement through streaming services and social media platforms. However, caution is needed for children, … |
M. Rospocher; Samaneh Eksir; | Inf. | 2023-03-02 |
| 765 | Continuous Interaction with A Smart Speaker Via Low-dimensional Embeddings of Dynamic Hand Pose Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents a new continuous interaction strategy with visual feedback of hand pose and mid-air gesture recognition and control for a smart music speaker, which utilizes only 2 video frames to recognize gestures. |
Songpei Xu; Chaitanya Kaul; Xuri Ge; Roderick Murray-Smith; | arxiv-cs.HC | 2023-02-28 |
| 766 | A Comparative Analysis Of Latent Regressor Losses For Singing Voice Conversion Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose an alternative loss component in a loss function that is otherwise well-established among VC tasks, which has been shown to improve our model’s SVC performance. |
Brendan O’Connor; Simon Dixon; | arxiv-cs.SD | 2023-02-27 |
| 767 | Multi-Modality in Music: Predicting Emotion in Music from High-Level Audio Features and Lyrics Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This paper aims to test whether a multi-modal approach for music emotion recognition (MER) performs better than a uni-modal one on high-level song features and lyrics. |
Tibor Krols; Yana Nikolova; Ninell Oldenburg; | arxiv-cs.SD | 2023-02-26 |
| 768 | MUSIC Spectrum Based Interference Detection and Localization for MmWave RIS-MIMO System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: For millimeter wave (mmWave) MIMO system, the capacity can be largely improved using beamforming technology if the system can detect the interference signal and its location. This … |
Yafei Hou; K. Yano; Narisato Suga; S. Denno; Toshikazu Sakano; | 2023 25th International Conference on Advanced … | 2023-02-19 |
| 769 | Mixing Levels – A Rock Music Spirit Level App Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: To date, sonification apps are rare. Music apps on the other hand are widely used. Smartphone users like to play with music. In this manuscript, we present Mixing Levels, a spirit … |
Tim Ziemer; | ArXiv | 2023-02-16 |
| 770 | Mixing Levels — A Rock Music Spirit Level App Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this manuscript, we present Mixing Levels, a spirit level sonification based on music mixing. |
Tim Ziemer; | arxiv-cs.MM | 2023-02-16 |
| 771 | Unsupervised Classification to Improve The Quality of A Bird Song Recording Dataset IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Although labelling functions were introduced to expedite strong label assignment, their classification performance remains mostly unknown. To address this issue and reduce label noise (wrong label assignment) in large bird song datasets, we introduce a data-centric novel labelling function composed of three successive steps: 1) time-frequency sound unit segmentation, 2) feature computation for each sound unit, and 3) classification of each sound unit as bird song or noise with either an unsupervised DBSCAN algorithm or the supervised BirdNET neural network. |
Félix Michaud; Jérôme Sueur; Maxime Le Cesne; Sylvain Haupert; | arxiv-cs.LG | 2023-02-15 |
| 772 | GTR-CTRL: Instrument and Genre Conditioning for Guitar-Focused Music Generation with Transformers IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we use the DadaGP dataset for guitar tab music generation, a corpus of over 26k songs in GuitarPro and token formats. |
PEDRO SARMENTO et. al. | arxiv-cs.SD | 2023-02-10 |
| 773 | ERNIE-Music: Text-to-Waveform Music Generation with Diffusion Models IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Nevertheless, the direct synthesis of music waveforms from unrestricted textual prompts remains a relatively underexplored domain. In response to this lacuna, this paper introduces a pioneering contribution in the form of a text-to-waveform music generation model, underpinned by the utilization of diffusion models. |
PENGFEI ZHU et. al. | arxiv-cs.SD | 2023-02-09 |
| 774 | Incorporating Total Variation Regularization in The Design of An Intelligent Query By Humming System Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we incorporate Total Variation Regularization (TVR) to denoise queries. |
Shivangi Ranjan; Vishal Srivastava; | arxiv-cs.SD | 2023-02-09 |
| 775 | Goniometers Are A Powerful Acoustic Feature for Music Information Retrieval Tasks Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: Goniometers, also known as Phase Scopes or Vector Scopes, are audio metering tools that help music producers and mixing engineers monitor spatial aspects of a music mix, such as … |
Tim Ziemer; | arxiv-cs.SD | 2023-02-02 |
| 776 | Goal Orientation in Music Composition and Other Social Behaviors Leading to The Common Quantitative Law Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The power-law distribution is ubiquitous and common in many natural, engineering, and social systems. In this article, we found that goal orientation is the driving reason on the … |
Nan Nan; Xiaohong Guan; | IEEE Transactions on Computational Social Systems | 2023-02-01 |
| 777 | Channel Reconstruction-Aided MUSIC Algorithms for Joint AoA&AoD Estimation in MIMO Systems IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This letter discusses the issue of joint angle-of-arrival (AoA) and angle-of-departure (AoD) estimation for multi-input multi-output (MIMO) arrays, so as to conceive a novel … |
Teng Ma; Yue Xiao; Xia Lei; | IEEE Wireless Communications Letters | 2023-02-01 |
| 778 | An Analysis of Classification Approaches for Hit Song Prediction Using Engineered Metadata Features with Lyrics and Audio Features Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This study aims to improve the prediction result of the top 10 hits among Billboard Hot 100 songs using more alternative metadata, including song audio features provided by Spotify, song lyrics, and novel metadata-based features (title topic, popularity continuity and genre class). |
Mengyisong Zhao; Morgan Harvey; David Cameron; Frank Hopfgartner; Valerie J. Gillet; | arxiv-cs.IR | 2023-01-31 |
| 779 | Research in Computational Expressive Music Performance and Popular Music Production: A Potential Field of Application? Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In music, the interpreter manipulates the performance parameters in order to offer a sonic rendition of the piece that is capable of conveying specific expressive intentions. … |
P. Bontempi; S. Canazza; Filippo Carnovalini; A. Rodà; | Multimodal Technol. Interact. | 2023-01-31 |
| 780 | DanceAnyWay: Synthesizing Beat-Guided 3D Dances with Randomized Temporal Contrastive Learning Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present DanceAnyWay, a generative learning method to synthesize beat-guided dances of 3D human characters synchronized with music. |
Aneesh Bhattacharya; Manas Paranjape; Uttaran Bhattacharya; Aniket Bera; | arxiv-cs.SD | 2023-01-30 |
| 781 | An Comparative Analysis of Different Pitch and Metrical Grid Encoding Methods in The Task of Sequential Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents a integrated analysis of the influence of two low-level feature, pitch and meter, on the performance of a token-based sequential music generation model. |
Yuqiang Li; Shengchen Li; George Fazekas; | arxiv-cs.SD | 2023-01-30 |
| 782 | Automated Arrangements of Multi-Part Music for Sets of Monophonic Instruments Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper we study the problem of automating music arrangements for music pieces written for monophonic instruments or voices. |
Matthew Mccloskey; Gabrielle Curcio; Amulya Badineni; Kevin Mcgrath; Dimitris Papamichail; | arxiv-cs.SD | 2023-01-27 |
| 783 | Moûsai: Text-to-Music Generation with Long-Context Latent Diffusion IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In our work, we bridge text and music via a text-to-music generation model that is highly efficient, expressive, and can handle long-term structure. |
Flavio Schneider; Ojasv Kamal; Zhijing Jin; Bernhard Schölkopf; | arxiv-cs.CL | 2023-01-27 |
| 784 | MusicLM: Generating Music From Text IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We introduce MusicLM, a model generating high-fidelity music from text descriptions such as a calming violin melody backed by a distorted guitar riff. |
ANDREA AGOSTINELLI et. al. | arxiv-cs.SD | 2023-01-26 |
| 785 | Lightweight Convolutional Neural Network Architecture Design for Music Genre Classification Using Evolutionary Stochastic Hyperparameter Selection Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Convolutional neural networks (CNNs) have succeeded in various domains, including music information retrieval (MIR). Music genre classification (MGC) is one such task in the MIR … |
Yeshwant Singh; Anupam Biswas; | Expert Systems | 2023-01-24 |
| 786 | Dance2MIDI: Dance-driven Multi-instruments Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Based on our proposed dataset, we introduce a multi-instruments MIDI generation framework (Dance2MIDI) conditioned on dance video. |
Bo Han; Yuheng Li; Yixuan Shen; Yi Ren; Feilin Han; | arxiv-cs.MM | 2023-01-22 |
| 787 | SpotHitPy: A Study For ML-Based Song Hit Prediction Using Spotify Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, we approached the Hit Song Prediction problem, which aims to predict which songs will become Billboard hits. |
Ioannis Dimolitsas; Spyridon Kantarelis; Afroditi Fouka; | arxiv-cs.SD | 2023-01-19 |
| 788 | A Computer Vision-aided Analysis of Facial Similarities in Song Dynasty Imperial Portraits Related Papers Related Patents Related Grants Related Venues Related Experts View |
Grace Zhong; | Computer Vision and Image Analysis of Art | 2023-01-16 |
| 789 | Msanii: High Fidelity Music Synthesis on A Shoestring Budget Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we present Msanii, a novel diffusion-based model for synthesizing long-context, high-fidelity music efficiently. |
Kinyugo Maina; | arxiv-cs.SD | 2023-01-16 |
| 790 | An Order-Complexity Model for Aesthetic Quality Assessment of Symbolic Homophony Music Scores Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Based on Birkhoff’s aesthetic measure, this paper proposes an objective quantitative evaluation method for homophony music score aesthetic quality assessment. |
XIN JIN et. al. | arxiv-cs.SD | 2023-01-14 |
| 791 | Music Playlist Title Generation Using Artist Information Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: Automatically generating or captioning music playlist titles given a set of tracks is of significant interest in music streaming services as customized playlists are widely used … |
Haven Kim; Seungheon Doh; Junwon Lee; Juhan Nam; | ArXiv | 2023-01-14 |
| 792 | In BLOOM: Creativity and Affinity in Artificial Lyrics and Art Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We apply a large multilingual language model (BLOOM-176B) in open-ended generation of Chinese song lyrics, and evaluate the resulting lyrics for coherence and creativity using human reviewers. |
Evan Crothers; Herna Viktor; Nathalie Japkowicz; | arxiv-cs.CL | 2023-01-13 |
| 793 | WuYun: Exploring Hierarchical Skeleton-guided Melody Generation Using Knowledge-enhanced Deep Learning Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Here, we present WuYun, a knowledge-enhanced deep learning architecture for improving the structure of generated melodies, which first generates the most structurally important notes to construct a melodic skeleton and subsequently infills it with dynamically decorative notes into a full-fledged melody. |
KEJUN ZHANG et. al. | arxiv-cs.SD | 2023-01-11 |
| 794 | AI-Based Affective Music Generation Systems: A Review of Methods, and Challenges Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music is a powerful medium for altering the emotional state of the listener. In recent years, with significant advancement in computing capabilities, artificial intelligence-based … |
Adyasha Dash; Kat R. Agres; | ArXiv | 2023-01-10 |
| 795 | DOA Estimation of Indoor Sound Sources Based on Spherical Harmonic Domain Beam-Space MUSIC Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Multiple Signal Classification (MUSIC) algorithm has become one of the most popular algorithms for estimating the direction-of-arrival (DOA) of multiple sources due to its … |
LIUQING WENG et. al. | Symmetry | 2023-01-09 |
| 796 | Deep Audio Embeddings and Attention Based Music Emotion Recognition Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The emotion is an intricated impression present in the music that is extremely hard to capture even using refined feature engineering techniques. The emotion of a song is an … |
S. Gupta; | 2023 15th International Conference on Developments in … | 2023-01-09 |
| 797 | Multi-Genre Music Transformer — Composing Full Length Musical Piece Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The objective of the project is to implement a Multi-Genre Transformer which learns to produce music pieces through more adaptive learning process involving more challenging task where genres or form of the composition is also considered. |
Abhinav Kaushal Keshari; | arxiv-cs.SD | 2023-01-06 |
| 798 | Procedural Rhythm Game Generation in Virtual Reality Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Rhythm games and Virtual Reality (VR) often find themselves coming together through the help of various applications designed with the intent to deliver a unique gameplay … |
Devin Perry; Thomas Bivins; Bianca Dehaan; Wanwan Li; | Proceedings of the 2023 6th International Conference on … | 2023-01-06 |
| 799 | Improve Symbolic Music Pre-training Model Using MusicTransformer Structure Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Pre-training driven by vast data has shown great power in natural language understanding. The idea has also been applied to symbolic music. However, many existing works using … |
Yingfeng Fu; Y. Tanimura; H. Nakada; | 2023 17th International Conference on Ubiquitous … | 2023-01-03 |
| 800 | Improved Particle Swarm Optimization for Laser Cutting Path Planning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This research focuses on the long empty cutting path problem during the laser cutting process by employing an improved proximity method to establish the starting point set in … |
Pengju Qu; Feilong Du; | IEEE Access | 2023-01-01 |
| 801 | Computational Music: Analysis of Music Forms Related Papers Related Patents Related Grants Related Venues Related Experts View |
Jing Zhao; Koksheik Wong; Vishnu Monn Baskaran; Kiki Adhinugraha; D. Taniar; | Communication Systems and Applications | 2023-01-01 |
| 802 | Enhancing The Detection of Misogynistic Content in Social Media By Transferring Knowledge From Song Phrases Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Misogyny is a serious social problem that affects the mental and physical health of women and can even lead to femicide. This problem is visible and prevalent in different … |
Ricardo Calderón-Suarez; R. Ortega-Mendoza; M. Montes-y-Gómez; Carina Toxqui-Quitl; M. A. Márquez-Vera; | IEEE Access | 2023-01-01 |
| 803 | Wagner Ring Dataset: A Complex Opera Scenario for Music Processing and Computational Musicology Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper introduces the Wagner Ring Dataset (WRD), a multi-modal and multi-version resource on the large-scale opera cycle Der Ring des Nibelungen by Richard Wagner. The Ring … |
CHRISTOF WEISS et. al. | Trans. Int. Soc. Music. Inf. Retr. | 2023-01-01 |
| 804 | Piano Concerto Dataset (PCD): A Multitrack Dataset of Piano Concertos Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The piano concerto is a genre of central importance in Western classical music, often consisting of a virtuoso solo part for piano and an orchestral accompaniment. In this … |
YIGITCAN ÖZER et. al. | Trans. Int. Soc. Music. Inf. Retr. | 2023-01-01 |
| 805 | Research on Long- and Short-term Music Preference Recommendation Method Integrating Music Emotional Attention Related Papers Related Patents Related Grants Related Venues Related Experts View |
Yan Yang; | Int. J. Netw. Virtual Organisations | 2023-01-01 |
| 806 | The Classification and Judgment of Abnormal Problems in Music Song Interpretation Based on Deep Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Song singing interpretation is one of the people’s favorite entertainment pastimes, but there are some abnormal problems in the process of song singing. Traditional song singing … |
ZHONGWEI XU et. al. | IEEE Access | 2023-01-01 |
| 807 | How Control and Transparency for Users Could Improve Artist Fairness in Music Recommender Systems Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: As streaming services have become a main channel for music consumption, they significantly impact various stakeholders: users, artists who provide music, and other professionals … |
Karlijn Dinnissen; Christine Bauer; | International Society for Music Information Retrieval … | 2023-01-01 |
| 808 | Using A Language Model to Generate Music in Its Symbolic Domain While Controlling Its Perceived Emotion Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This work proposes a transformer-based model capable of generating music in its symbolic domain, in a controllable fashion. The ultimate goal of this is to build a system with … |
Naomi Imasato; Kazuki Miyazawa; C. Duncan; Takayuki Nagai; | IEEE Access | 2023-01-01 |
| 809 | Vocal92: Audio Dataset With A Cappella Solo Singing and Speech Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Singer recognition plays a vital role in music information retrieval systems. Most songs in the singer recognition system are mixed audios of music and voice. In contrast, there … |
Zhuo Deng; R. Zhou; | IEEE Access | 2023-01-01 |
| 810 | Imitation System of Humanoid Robots and Its Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper, we propose an imitation system that imitates human motions in videos to plan robot actions that are similar to human motions, with the aim of the complicated … |
Ze-Feng Zhan; Han-Pang Huang; | IEEE Open Journal of Circuits and Systems | 2023-01-01 |
| 811 | Music Theory-Inspired Acoustic Representation for Speech Emotion Recognition Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This research presents a music theory-inspired acoustic representation (hereafter, MTAR) to address improved speech emotion recognition. The recognition of emotion in speech and … |
XINGFENG LI et. al. | IEEE/ACM Transactions on Audio, Speech, and Language … | 2023-01-01 |
| 812 | Hyperbolic Music Transformer for Structured Music Generation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the field of music generation, generating structured music is a highly challenging research topic. Music generation methods are currently learned in Euclidean space and usually … |
Wenkai Huang; Yujia Yu; Haizhou Xu; Zhiwen Su; Yuehua Wu; | IEEE Access | 2023-01-01 |
| 813 | Robust DOA Estimation Method for Underwater Acoustic Vector Sensor Array in Presence of Ambient Noise Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The ambient noise covariance matrix for the array of underwater acoustic vector sensors (AVSs) is not equal to a scaled identity matrix. This fact contradicts the requirement of … |
Aifei Liu; Shengguo Shi; Xinyi Wang; | IEEE Transactions on Geoscience and Remote Sensing | 2023-01-01 |
| 814 | Musi-ABC for Predicting Musical Emotions Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: To address the issues of insufficient accuracy and low training efficiency in general musical emotion prediction models, we propose the muSi-ABC architecture for predicting music … |
J. Yang; | IEEE Access | 2023-01-01 |
| 815 | Content-Based Music-Image Retrieval Using Self- and Cross-Modal Feature Embedding Memory Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper describes a method based on deep metric learning for content-based cross-modal retrieval of a piece of music and its representative image (i.e., a music audio signal … |
Takayuki Nakatsuka; Masahiro Hamasaki; Masataka Goto; | 2023 IEEE/CVF Winter Conference on Applications of Computer … | 2023-01-01 |
| 816 | Proposal of A Music Auditioning Application Using Music Compact Disk Jacket As Augmented Reality Marker Related Papers Related Patents Related Grants Related Venues Related Experts View |
Naho Kuriya; Momoka Hagihara; Tomoyuki Ishida; | International Conference on Innovative Mobile and Internet … | 2023-01-01 |
| 817 | Hierarchical Classification for Instrument Activity Detection in Orchestral Music Recordings Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Instrument activity detection is a fundamental task in music information retrieval, serving as a basis for many applications, such as music recommendation, music tagging, or … |
Michael Krause; Meinard Müller; | IEEE/ACM Transactions on Audio, Speech, and Language … | 2023-01-01 |
| 818 | Music Deep Learning: Deep Learning Methods for Music Signal Processing—A Review of The State-of-the-Art IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The discipline of Deep Learning has been recognized for its strong computational tools, which have been extensively used in data and signal processing, with innumerable promising … |
L. MOYSIS et. al. | IEEE Access | 2023-01-01 |
| 819 | Music Recommender System Considering The Variations in Music Selection Criterion Using An Interactive Genetic Algorithm Related Papers Related Patents Related Grants Related Venues Related Experts View |
T. Saito; Eri Sato-Shimokawara; | International Conference on Computer Information Systems … | 2023-01-01 |
| 820 | Generating Polyphonic Symbolic Emotional Music in The Style of Bach Using Convolutional Conditional Variational Autoencoder Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In times of increasing human-machine interaction, the implementation of emotional intelligence in machines should not only recognize and track emotions during human interaction, … |
Jacek Grekow; | IEEE Access | 2023-01-01 |
| 821 | Toward Human-level Tonal and Modal Melody Harmonizations Related Papers Related Patents Related Grants Related Venues Related Experts View |
J. Mycka; A. Żychowski; J. Mańdziuk; | J. Comput. Sci. | 2023-01-01 |
| 822 | Generating High Coherence Monophonic Music Using Monte-Carlo Tree Search Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music generation task is commonly considered as a note-by-note prediction problem. Moreover, prediction models generating one musical note at a time may ignore the overall … |
Xiao Fu; Hangyu Deng; Xin Yuan; Jinglu Hu; | IEEE Transactions on Multimedia | 2023-01-01 |
| 823 | SongRec: A Facial Expression Recognition System for Song Recommendation Using CNN Related Papers Related Patents Related Grants Related Venues Related Experts View |
S. Deore; | Int. J. Perform. Eng. | 2023-01-01 |
| 824 | Underwater Acoustic DOA Estimation of Incoherent Signal Based on Improved GA-MUSIC Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The problem of poor real-time capability, a large number of traversals and the long operation time of the MUSIC algorithm bring great difficulties to the application of DOA … |
CHAOFENG LAN et. al. | IEEE Access | 2023-01-01 |
| 825 | RadioMe: Adaptive Radio to Support People with Mild Dementia in Their Own Home Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: . People with dementia and their carers are experiencing a complicated and highly personal health journey. The RadioMe system, an adaptive live radio system enriched with reminder … |
PATRIZIA DI CAMPLI SAN VITO et. al. | HHAI | 2023-01-01 |
| 826 | Correlation of EEG Responses Reflects Structural Similarity of Choruses in Popular Music Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music structure analysis is a core topic in Music Information Retrieval and could be advanced through the inclusion of new data modalities. In this study we consider neural … |
Neha Rajagopalan; Blair Kaneshiro; | International Society for Music Information Retrieval … | 2023-01-01 |
| 827 | BPS-Motif: A Dataset for Repeated Pattern Discovery of Polyphonic Symbolic Music Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Intra-opus repeated pattern discovery in polyphonic symbolic music data has challenges in both algorithm design and data annotation. To solve these challenges, we pro-pose … |
Yo-Wei Hsiao; Tzu-Yun Hung; Tsung-Ping Chen; Li Su; | International Society for Music Information Retrieval … | 2023-01-01 |
| 828 | Towards Computational Music Analysis for Music Therapy Related Papers Related Patents Related Grants Related Venues Related Experts View |
Anja Volk; Tinka Veldhuis; K. Foubert; J. D. Backer; | International Society for Music Information Retrieval … | 2023-01-01 |
| 829 | Quantifying The Ease of Playing Song Chords on The Guitar Related Papers Related Patents Related Grants Related Venues Related Experts View |
Marcel A. Vélez Vásquez; Mariëlle Baelemans; Jonathan Driedger; Willem H. Zuidema; J. Burgoyne; | International Society for Music Information Retrieval … | 2023-01-01 |
| 830 | The Analysis of Music Emotion and Visualization Fusing Long Short-Term Memory Networks Under The Internet of Things Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper aims to provide an automatic analysis of music emotion, enhancing users’ ability to perceive and comprehend the emotional nuances conveyed in music intuitively. It … |
Yujing Cao; Jinwan Park; | IEEE Access | 2023-01-01 |
| 831 | Dual Attention-Based Multi-Scale Feature Fusion Approach for Dynamic Music Emotion Recognition Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music Emotion Recognition (MER) refers to automatically extracting emotional information from music and predicting its perceived emotions, and it has social and psychological … |
Liyue Zhang; Xinyu Yang; Yichi Zhang; Jing Luo; | International Society for Music Information Retrieval … | 2023-01-01 |
| 832 | Efficient Notation Assembly in Optical Music Recognition Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Optical Music Recognition (OMR) is the field of research that studies how to computationally read music notation from written documents. Thanks to recent advances in computer … |
Carlos Peñarrubia; Carlos Garrido-Munoz; J. J. Valero-Mas; Jorge Calvo-Zaragoza; | International Society for Music Information Retrieval … | 2023-01-01 |
| 833 | Gender-Coded Sound: Analysing The Gendering of Music in Toy Commercials Via Multi-Task Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music can convey ideological stances, and gender is just one of them. Evidence from musicology and psychology research shows that gender-loaded messages can be reliably encoded … |
Luca Marinelli; Gyorgy Fazekas; C. Saitis; | International Society for Music Information Retrieval … | 2023-01-01 |
| 834 | Human-AI Music Creation: Understanding The Perceptions and Experiences of Music Creators for Ethical and Productive Collaboration Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Recently, there has been a surge in Artificial Intelligence (AI) tools that allow creators to develop melodies, har-monies, lyrics, and mixes with the touch of a button. The … |
Michele Newman; Lidia Morris; Jin Ha Lee; | International Society for Music Information Retrieval … | 2023-01-01 |
| 835 | Motif Transformer: Generating Music With Motifs Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music is composed of a set of regular sound waves, which are usually ordered and have a large number of repetitive structures. Important notes, chords, and music fragments often … |
Heng Wang; Sen Hao; Cong Zhang; Xiaohui Wang; Yilin Chen; | IEEE Access | 2023-01-01 |
| 836 | Pairwise Learning to Rank for Hit Song Prediction Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: : Predicting the popularity of songs in advance is of great interest to the music industry, possible applications include assessing the potential of a new song, automated … |
Maximilian Mayerl; M. Vötter; Günther Specht; Eva Zangerle; | Datenbanksysteme für Business, Technologie und Web | 2023-01-01 |
| 837 | A Music Programming Course for Undergraduate Music Conservatory Students: Evaluation and Lessons Learnt Related Papers Related Patents Related Grants Related Venues Related Experts View |
M. Mandanici; Simone Spagnol; | International Conference on Computer Supported Education | 2023-01-01 |
| 838 | Music Jamming As A Participatory Design Method. A Case Study with Disabled Musicians Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We propose a method that uses music jamming as a tool for the design of musical instruments. Both designers and musicians collaborate in the music making process for the … |
Teodoro Dannemann; | New Interfaces for Musical Expression | 2023-01-01 |
| 839 | What Song Am I Thinking Of? Related Papers Related Patents Related Grants Related Venues Related Experts View |
Niall McGuire; Yashar Moshfeghi; | International Conference on Machine Learning, Optimization, … | 2023-01-01 |
| 840 | MELODY: A Platform-Agnostic Model for Building and Evaluating Remote Labs of Software-Defined Radio Technology IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Studies have emphasized the pivotal role of remote laboratories in delivering high-quality engineering education. Specifically, within the domain of wireless communication, remote … |
Marcos Inonan; Rania Hussein; | IEEE Access | 2023-01-01 |
| 841 | Background Music for Studying: A Naturalistic Experiment on Music Characteristics and User Perception Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Despite the advances in context-aware background music (BM) recommendation, automated BM selection for studying-related contexts is still challenging in that the BM has to not … |
Fanjie Li; Xiao Hu; | IEEE MultiMedia | 2023-01-01 |
| 842 | Beyond Diverse Datasets: Responsible MIR, Interdisciplinarity, and The Fractured Worlds of Music Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Musical worlds, not unlike our lived realities, are fundamentally fragmented and diverse, a fact often seen as a challenge or even a threat to the validity of research in Music … |
R. Huang; A. Holzapfel; Bob L. Sturm; Anna-Kaisa Kaila; | Trans. Int. Soc. Music. Inf. Retr. | 2023-01-01 |
| 843 | WebChucK: Computer Music Programming on The Web Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: WebChucK is ChucK—a strongly-timed computer music programming language—running on the web. Recent advancements in browser technology (including WebAssembly and the Web Audio API’s … |
MICHAEL MULSHINE et. al. | New Interfaces for Musical Expression | 2023-01-01 |
| 844 | Clean Vs. Overlapped Speech-Music Detection Using Harmonic-Percussive Features and Multi-Task Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Detection of speech and music signals in isolated and overlapped conditions is an essential preprocessing step for many audio applications. Speech signals have wavy and continuous … |
Ieee Mrinmoy Bhattacharjee Graduate Student Member; Ieee S. R. M. Prasanna Senior Member; Ieee Prithwijit Guha Member; | IEEE/ACM Transactions on Audio, Speech, and Language … | 2023-01-01 |
| 845 | LLark: A Multimodal Foundation Model for Music IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music has a unique and complex structure which is challenging for both expert humans and existing AI systems to understand, and presents unique challenges relative to other forms … |
Josh Gardner; Simon Durand; Daniel Stoller; Rachel M. Bittner; | ArXiv | 2023-01-01 |
| 846 | Deep Transfer Learning-Based Automated Identification of Bird Song Related Papers Related Patents Related Grants Related Venues Related Experts View |
Nabanita Das; Neelamadhab Padhy; N. Dey; Sudipta Bhattacharya; João Manuel R. S. Tavares; | Int. J. Interact. Multim. Artif. Intell. | 2023-01-01 |
| 847 | TunesFormer: Forming Tunes with Control Codes Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In recent years, deep learning techniques have been applied to music generation systems with promising results. However, one of the main challenges in this field has been the lack … |
Shangda Wu; Maosong Sun; | ArXiv | 2023-01-01 |
| 848 | Understanding The Influence of Music on People’s Mental Health Through Dynamic Music Engagement Model Related Papers Related Patents Related Grants Related Venues Related Experts View |
ARPITA BHATTACHARYA et. al. | iConference | 2023-01-01 |
| 849 | ACO and Generative Art – Artificial Music Related Papers Related Patents Related Grants Related Venues Related Experts View |
Urszula Boryczka; Mariusz Boryczka; Paweł Chmielarski; | International Conference on Knowledge-Based Intelligent … | 2023-01-01 |
| 850 | TeleMelody: Lyric-to-Melody Generation with A Template-Based Two-Stage Method IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we develop TeleMelody, a two-stage lyric-to-melody generation system with music template (e.g., tonality, chord progression, rhythm pattern, and cadence) to bridge the gap between lyrics and melodies (i.e., the system consists of a lyric-to-template module and a template-to-melody module). |
ZEQIAN JU et. al. | emnlp | 2022-12-30 |
| 851 | Data-Efficient Playlist Captioning With Musical and Linguistic Knowledge Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we propose PlayNTell, a data-efficient multi-modal encoder-decoder model for automatic playlist captioning. |
Giovanni Gabbolini; Romain Hennequin; Elena Epure; | emnlp | 2022-12-30 |
| 852 | Affective Idiosyncratic Responses to Music Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Despite consensus that idiosyncratic factors play a key role in regulating how listeners emotionally respond to music, precisely measuring the marginal effects of these variables has proved challenging. To address this gap, we develop computational methods to measure affective responses to music from over 403M listener comments on a Chinese social music platform. |
Sky CH-Wang; Evan Li; Oliver Li; Smaranda Muresan; Zhou Yu; | emnlp | 2022-12-30 |
| 853 | MERP: A Music Dataset with Emotion Ratings and Raters’ Profile Information IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music is capable of conveying many emotions. The level and type of emotion of the music perceived by a listener, however, is highly subjective. In this study, we present the Music … |
Enyan Koh; K. Cheuk; Kwan Yee Heung; Kat R. Agres; Dorien Herremans; | Sensors (Basel, Switzerland) | 2022-12-29 |
| 854 | Music Genre Classification Based on Fusing Audio and Lyric Information Related Papers Related Patents Related Grants Related Venues Related Experts View |
You Li; Zhihai Zhang; Han Ding; Liang Chang; | Multimedia Tools and Applications | 2022-12-29 |
| 855 | Universality of Preference Behaviors in Online Music-listener Bipartite Networks: A Big Data Analysis Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We combine the methods from complex networks theory and information sciences within the context of Big Data analysis to unveil statistical patterns and community structures underlying the formation and evolution of musical preference behaviors. |
Xiao-Pu Han; Fen Lin; Jonathan J. H. Zhu; Tarik Hadzibeganovic; | arxiv-cs.SI | 2022-12-26 |
| 856 | Explainable Convolutional Neural Network with Facial Emotion Enabled Music Recommender System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the modern world, there is a lot of stress and exhaustion, which increases hopelessness and poor health. Medical research shows that listening to music that matches one’s mood … |
U. R; Mridul Garg; A. Yadav; | Proceedings of the 4th International Conference on … | 2022-12-23 |
| 857 | Sounds of Health Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper explores the feasibility of using sonification in delivering and communicating health and wellness status on personal devices. Ambient displays have proven to inform … |
Matthew Clark; Afsaneh Doryab; | Proceedings of the ACM on Interactive, Mobile, Wearable and … | 2022-12-21 |
| 858 | Polytopic Analysis of Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present this model, which we call polytopic analysis of music, along with a new opensource dedicated toolbox called MusicOnPolytopes (in Python). |
Axel Marmoret; Jérémy E. Cohen; Frédéric Bimbot; | arxiv-cs.SD | 2022-12-21 |
| 859 | How Do You Watch Music Video: Watching or Listening? Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music videos are one of the most important factors for stakeholders in the music industry. … |
Jong-Bae Jeon; Seung-hun Kim; Joohee Oh; | 2022 IEEE International Conference on Big Data (Big Data) | 2022-12-17 |
| 860 | JamSketch Deep Α: A CNN-Based Improvisation System in Accordance with User’s Melodic Outline Drawing Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We present an improvisation system called JamSketch Deep α, which generates melodies using a convolutional neural network (CNN) according to melodic outlines given by the user. … |
Tetsuro Kitahara; Akio Yonamine; | Proceedings of the 4th ACM International Conference on … | 2022-12-13 |
| 861 | Redefining Relationships in Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: While these tools can have the potential to empower creativity, they may fundamentally redefine relationships between stakeholders, to the benefit of some and the detriment of others. In this position paper, we argue that these tools will fundamentally reshape our music culture, with profound effects (for better and for worse) on creators, consumers and the commercial enterprises that often connect them. |
CHRISTIAN DETWEILER et. al. | arxiv-cs.CY | 2022-12-13 |
| 862 | TRBLLmaker – Transformer Reads Between Lyrics Lines Maker Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Even for us, it can be challenging to comprehend the meaning of songs. As part of this project, we explore the process of generating the meaning of songs. Despite the widespread … |
Mor Ventura; Michael Toker; | ArXiv | 2022-12-09 |
| 863 | TRBLLmaker — Transformer Reads Between Lyrics Lines Maker Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we present a generative model that offers implicit meanings for several lines of a song. |
Mor Ventura; Michael Toker; | arxiv-cs.CL | 2022-12-09 |
| 864 | Robust Handcrafted Features for Music Genre Classification IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View |
Victor Hugo da Silva Muniz; João Baptista de Oliveira e Souza Filho; | Neural Computing and Applications | 2022-12-07 |
| 865 | MAP-Music2Vec: A Simple and Effective Baseline for Self-Supervised Music Audio Representation Learning IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The deep learning community has witnessed an exponen-tially growing interest in self-supervised learning (SSL). However, it still remains unexplored how to build a framework for … |
YIZHI LI et. al. | ArXiv | 2022-12-05 |
| 866 | Melody Transcription Via Generative Pre-training IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: A key challenge in melody transcription is building methods which can handle broad audio containing any number of instrument ensembles and musical styles – existing strategies work well for some melody instruments or styles but not all. To confront this challenge, we leverage representations from Jukebox (Dhariwal et al. 2020), a generative model of broad music audio, thereby improving performance on melody transcription by $20$% relative to conventional spectrogram features. |
Chris Donahue; John Thickstun; Percy Liang; | arxiv-cs.SD | 2022-12-04 |
| 867 | Sonus Texere! Automated Dense Soundtrack Construction for Books Using Movie Adaptations Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose the first fully automatic method to build a dense soundtrack for books, which can play high-quality instrumental music for the entirety of the reading duration. |
Jaidev Shriram; Makarand Tapaswi; Vinoo Alluri; | arxiv-cs.SD | 2022-12-02 |
| 868 | A Domain-Knowledge-Inspired Music Embedding Space and A Novel Attention Mechanism for Symbolic Music Modeling IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose the Fundamental Music Embedding (FME) for symbolic music based on a bias-adjusted sinusoidal encoding within which both the absolute and the relative attributes can be embedded and the fundamental musical properties (e.g., translational invariance) are explicitly preserved. |
Z. Guo; J. Kang; D. Herremans; | arxiv-cs.SD | 2022-12-02 |
| 869 | Proceedings of The 3rd International Workshop on Reading Music Systems Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The International Workshop on Reading Music Systems (WoRMS) is a workshop that tries to connect researchers who develop systems for reading music, such as in the field of Optical … |
Jorge Calvo-Zaragoza; Alexander Pacha; | arxiv-cs.CV | 2022-12-01 |
| 870 | Proceedings of The 2nd International Workshop on Reading Music Systems Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The International Workshop on Reading Music Systems (WoRMS) is a workshop that tries to connect researchers who develop systems for reading music, such as in the field of Optical … |
Jorge Calvo-Zaragoza; Alexander Pacha; | arxiv-cs.CV | 2022-12-01 |
| 871 | Retaining Semantics in Image to Music Conversion Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We propose a method for generating music from a given image through three stages of translation, from image to caption, caption to lyrics, and lyrics to instrumental music, which … |
Zeyu Xiong; Pei-Chun Lin; Amin Farjudian; | 2022 IEEE International Symposium on Multimedia (ISM) | 2022-12-01 |
| 872 | Fusion-based Music Recommender System Using Music Affective Space Based on Serendipity Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In recent years, as the popularity of music distribution services has increased, research on music recommendation has become more active. In particular, factors not only … |
T. Saito; E. Sato-Shimokawara; Lieu-Hen Chen; | 2022 International Conference on Technologies and … | 2022-12-01 |
| 873 | Automatic Music Mastering Using Deep Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The process of mastering music has long been a tedious component of music production. Since the early ages of recorded music, it has presented a hurdle for many musicians, … |
Jared Smit; Byeong Kil Lee; | 2022 International Conference on Computational Science and … | 2022-12-01 |
| 874 | Assessing The Impact of Music Recommendation Diversity on Listeners: A Longitudinal Study Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We present the results of a 12-week longitudinal user study wherein the participants, 110 subjects from Southern Europe, received on a daily basis Electronic Music (EM) diversified recommendations. |
Lorenzo Porcaro; Emilia Gómez; Carlos Castillo; | arxiv-cs.HC | 2022-12-01 |
| 875 | A Neural Harmonic-aware Network with Gated Attentive Fusion for Singing Melody Extraction Related Papers Related Patents Related Grants Related Venues Related Experts View |
Shuai Yu; Yi Yu; Xiaoheng Sun; Wei Li; | Neurocomputing | 2022-12-01 |
| 876 | Alignment of Visual Senses and Acoustical Senses Based on Emotion Recognitions Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Recently, due to the rapid advances on multimedia technology, multimedia data such as pictures and music has heavily invaded our daily life. By the mobile camera, users capture … |
JA-HWUNG SU et. al. | 2022 Joint 12th International Conference on Soft Computing … | 2022-11-29 |
| 877 | Melody Generation from Lyrics with Local Interpretability Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Melody generation aims to learn the distribution of real melodies to generate new melodies conditioned on lyrics, which has been a very interesting topic in the area of artificial … |
WEI DUAN et. al. | ACM Transactions on Multimedia Computing, Communications … | 2022-11-29 |
| 878 | VOCAL: Vowel and Consonant Layering for Expressive Animator-Centric Singing Animation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Singing and speaking are two fundamental forms of human communication. From a modeling perspective however, speaking can be seen as a subset of singing. We present VOCAL, a system … |
Yifang Pan; Chris Landreth; E. Fiume; Karan Singh; | SIGGRAPH Asia 2022 Conference Papers | 2022-11-29 |
| 879 | MuSFA: Improving Music Structural Function Analysis with Partially Labeled Data Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose to repurpose a public dataset, HookTheory Lead Sheet Dataset (HLSD), to improve the performance. |
Ju-Chiang Wang; Jordan B. L. Smith; Yun-Ning Hung; | arxiv-cs.SD | 2022-11-28 |
| 880 | OK Computer Analysis: An Audio Corpus Study of Radiohead Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In the present work, a corpus of Radiohead songs across their career from 1992 to 2017 are subjected to automated audio analysis. |
Nick Collins; | arxiv-cs.SD | 2022-11-28 |
| 881 | SongRewriter: A Chinese Song Rewriting System with Controllable Content and Rhyme Scheme Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Although lyrics generation has achieved significant progress in recent years, it has limited practical applications because the generated lyrics cannot be performed without composing compatible melodies. In this work, we bridge this practical gap by proposing a song rewriting system which rewrites the lyrics of an existing song such that the generated lyrics are compatible with the rhythm of the existing melody and thus singable. |
Yusen Sun; Liangyou Li; Qun Liu; Dit-Yan Yeung; | arxiv-cs.CL | 2022-11-27 |
| 882 | BEAMERS: Brain-Engaged, Active Music-based Emotion Regulation System Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The work shows that: (1) a novel music-based emotion regulation system with a commercial EEG device is designed without employing deterministic emotion recognition models for daily usage; (2) the system considers users’ variant emotions towards the same song, and by which calculate user’s emotion instability and it is in accordance with Big Five Personality Test; (3) the system supports different emotion regulation styles with users’ designation of desired emotion variation, and achieves an accuracy of over $0.85$ with 2-seconds EEG data; (4) people feel easier to report their emotion variation comparing with absolute emotional states, and would accept a more delicate music recommendation system for emotion regulation according to the questionnaire. |
Jiyang Li; Wei Wang; Kratika Bhagtani; Yincheng Jin; Zhanpeng Jin; | arxiv-cs.HC | 2022-11-26 |
| 883 | EEGLog: Lifelogging EEG Data When You Listen to Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: With the development of wearable EEG devices, we introduce a novel modality of logging EEG data while listening to music, and bring up the idea of the neural-centric way of life with the designed data analysis application named EEGLog. |
JIYANG LI et. al. | arxiv-cs.HC | 2022-11-26 |
| 884 | Toward Universal Text-to-Music Retrieval IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This paper introduces effective design choices for text-to-music retrieval systems. |
SeungHeon Doh; Minz Won; Keunwoo Choi; Juhan Nam; | arxiv-cs.IR | 2022-11-26 |
| 885 | Proceedings of The 4th International Workshop on Reading Music Systems Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The International Workshop on Reading Music Systems (WoRMS) is a workshop that tries to connect researchers who develop systems for reading music, such as in the field of Optical … |
Jorge Calvo-Zaragoza; Alexander Pacha; Elona Shatri; | arxiv-cs.CV | 2022-11-23 |
| 886 | A Dataset for Greek Traditional and Folk Music: Lyra Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, apart from presenting the dataset in detail, we propose a baseline deep-learning classification approach to recognize the involved musicological attributes. |
Charilaos Papaioannou; Ioannis Valiantzas; Theodoros Giannakopoulos; Maximos Kaliakatsos-Papakostas; Alexandros Potamianos; | arxiv-cs.SD | 2022-11-21 |
| 887 | Exploring The Efficacy of Pre-trained Checkpoints in Text-to-Music Generation Task IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we carry out the first study of generating complete and semantically consistent symbolic music scores from text descriptions, and explore the efficacy of using publicly available checkpoints (i.e., BERT, GPT-2, and BART) for natural language processing in the task of text-to-music generation. |
Shangda Wu; Maosong Sun; | arxiv-cs.SD | 2022-11-21 |
| 888 | ComMU: Dataset for Combinatorial Music Generation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we introduce combinatorial music generation, a new task to create varying background music based on given conditions. |
LEE HYUN et. al. | arxiv-cs.SD | 2022-11-17 |
| 889 | Learning About Plant Intelligence from A Flying Plum Tree: Music Recommenders and Posthuman User Experiences Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Recommender Systems (RS) are used in many different applications such as ecommerce and for media streaming, including music. Recommenders not only help users discover new music, … |
Maliheh Ghajargar; Jeffrey Bardzell; | Proceedings of the 25th International Academic Mindtrek … | 2022-11-16 |
| 890 | Video-Music Retrieval:A Dual-Path Cross-Modal Network Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose a method to recommend background music for videos. |
Xin Gu; Yinghua Shen; Chaohui Lv; | arxiv-cs.MM | 2022-11-16 |
| 891 | A Review of Intelligent Music Generation Systems IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Some of the available literature reviews lack a systematic benchmark of generative models and are traditional and conservative in their perspective, resulting in a vision of the future development of the field that is not deeply integrated with the current rapid scientific progress. In this paper, we conduct a comprehensive survey and analysis of recent intelligent music generation techniques,provide a critical discussion, explicitly identify their respective characteristics, and present them in a general table. |
ZIYI ZHAO et. al. | arxiv-cs.SD | 2022-11-16 |
| 892 | Pied Piper: Meta Search for Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose Pied piper, a meta search engine for music. |
Pulak Malhotra; Ashwin Rao; | arxiv-cs.IR | 2022-11-14 |
| 893 | YM2413-MDB: A Multi-Instrumental FM Video Game Music Dataset with Emotion Annotations Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose YM2413-MDB, an 80s FM video game music dataset with multi-label emotion annotations. |
EUNJIN CHOI et. al. | arxiv-cs.SD | 2022-11-14 |
| 894 | Music Similarity Calculation of Individual Instrumental Sounds Using Metric Learning Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Towards the development of a more flexible music recommendation system, we propose a music similarity calculation method that focuses on individual instrumental sound sources in a musical piece. |
Yuka Hashizume; Li Li; Tomoki Toda; | arxiv-cs.SD | 2022-11-14 |
| 895 | Exploiting Device and Audio Data to Tag Music with User-Aware Listening Contexts Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, for designing a fully automatised music retrieval system, we propose to disambiguate the user’s listening information from their stream data. |
Karim M. Ibrahim; Elena V. Epure; Geoffroy Peeters; Gaël Richard; | arxiv-cs.SD | 2022-11-14 |
| 896 | Py2lispIDyOM: A Python Package for The Information Dynamics of Music (IDyOM) Model Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music is a complex, multi-layered signal that displays structures along a variety of dimensions among which melodic and rhythmic sequences play a crucial role across styles and … |
Xinyi Guan; Zeng Ren; Claire Pelofi; | J. Open Source Softw. | 2022-11-11 |
| 897 | Vis2Mus: Exploring Multimodal Representation Mapping for Controllable Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this study, we explore the representation mapping from the domain of visual arts to the domain of music, with which we can use visual arts as an effective handle to control music generation. |
Runbang Zhang; Yixiao Zhang; Kai Shao; Ying Shan; Gus Xia; | arxiv-cs.SD | 2022-11-10 |
| 898 | Cross-Cultural Exploration of Music Sharing Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music sharing is a common social activity that people have long engaged in, from gifting mixtapes to sharing music links. Our practices around sharing music have shifted markedly … |
S. Park; Kyung Yun Lee; Jin Ha Lee; | Proceedings of the ACM on Human-Computer Interaction | 2022-11-07 |
| 899 | Collaboration As A Driving Factor for Hit Song Classification Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Web has transformed many services and products, including the way we consume music. In a currently streaming-oriented era, predicting hit songs is a major open issue for the … |
Mariana O. Silva; Gabriel P. Oliveira; Danilo B. Seufitelli; A. Lacerda; M. Moro; | Proceedings of the Brazilian Symposium on Multimedia and … | 2022-11-07 |
| 900 | A Spatio-temporal Learning for Music Conditioned Dance Generation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The music-conditioned dance generation, i.e., dancing to music, is a usage scenario of multi-modality human motion synthesis. Typically, it is a challenge to choreograph … |
Li Zhou; Yan Luo; | Proceedings of the 2022 International Conference on … | 2022-11-07 |
| 901 | Museformer: Transformer with Fine- and Coarse-Grained Attention for Music Generation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose Museformer, a Transformer with a novel fine- and coarse-grained attention for symbolic music generation. |
BOTAO YU et. al. | nips | 2022-11-06 |
| 902 | Efficient Submodular Optimization Under Noise: Local Search Is Robust Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper designs a novel local search framework that can handle the effect of noise and achieve near-optimal approximation guarantees for submodular maximization with polynomial queries. |
Lingxiao Huang; Yuyi Wang; Chunxue Yang; Huanjian Zhou; | nips | 2022-11-06 |
| 903 | M4Singer: A Multi-Style, Multi-Singer and Musical Score Provided Mandarin Singing Corpus IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: The lack of publicly available high-quality and accurately labeled datasets has long been a major bottleneck for singing voice synthesis (SVS). To tackle this problem, we present M4Singer, a free-to-use Multi-style, Multi-singer Mandarin singing collection with elaborately annotated Musical scores as well as its benchmarks. |
LICHAO ZHANG et. al. | nips | 2022-11-06 |
| 904 | Fully Fused Cover Song Identification Model Via Feature Fusing and Clustering Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In recent years, Cover Song Identification (CSI) based on Siamese Network and music representation learning has achieved good performance, however, there are still many problems … |
Qiang Yuan; Shibiao Xu; Li Guo; | Proceedings of the 8th International Conference on … | 2022-11-03 |
| 905 | Song Popularity Prediction Model Based on Multi-modal Feature Fusion and LightGBM Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Since the task of hit song prediction was proposed, many experts and technicians have done a lot of research and achieved good results, but there are still some problems such as … |
Huafeng Zeng; Qiang Yuan; Li Guo; Shibiao Xu; | Proceedings of the 8th International Conference on … | 2022-11-03 |
| 906 | Pop2Piano : Pop Audio-based Piano Cover Generation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we present Pop2Piano, a Transformer network that generates piano covers given waveforms of pop music. |
Jongho Choi; Kyogu Lee; | arxiv-cs.SD | 2022-11-02 |
| 907 | Comparision Of Adversarial And Non-Adversarial LSTM Music Generative Models Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This work implements and compares adversarial and non-adversarial training of recurrent neural network music composers on MIDI data. |
Moseli Mots’oehli; Anna Sergeevna Bosman; Johan Pieter De Villiers; | arxiv-cs.LG | 2022-11-01 |
| 908 | SDMuse: Stochastic Differential Music Editing and Generation Via Hybrid Representation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose SDMuse, a unified Stochastic Differential Music editing and generation framework, which can not only compose a whole musical piece from scratch, but also modify existing musical pieces in many ways, such as combination, continuation, inpainting, and style transferring. |
Chen Zhang; Yi Ren; Kejun Zhang; Shuicheng Yan; | arxiv-cs.SD | 2022-10-31 |
| 909 | Analysis and Detection of Singing Techniques in Repertoires of J-POP Solo Singers Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we focus on singing techniques within the scope of music information retrieval research. |
Yuya Yamamoto; Juhan Nam; Hiroko Terasawa; | arxiv-cs.SD | 2022-10-31 |
| 910 | Manual Conversion of Sadhukarn to Thai and Western Music Notations and Their Translation Into A Rhyme Structure for Music Analysis Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Sadhukarn plays an important role as the most sacred music composition in Thai, Cambodian, and Lao music cultural areas. Due to various versions of unverified Sadhukarn main … |
Sumetus Eambangyung; Gretel Schwörer-Kohl; W. Purahong; | Data | 2022-10-31 |
| 911 | LCD: Adaptive Label Correction for Denoising Music Recommendation Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music recommendation is usually modeled as a Click-Through Rate (CTR) prediction problem, which estimates the probability of a user listening a recommended song. CTR prediction … |
QUANYU DAI et. al. | cikm | 2022-10-29 |
| 912 | An Empirical Study on How People Perceive AI-generated Music IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we evaluate human satisfaction with the state-of-the-art automatic symbolic music generation models using deep learning. |
HYESHIN CHU et. al. | cikm | 2022-10-29 |
| 913 | A Case Study in Educational Recommenders: Recommending Music Partitures at Tomplay Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Here we provide a study on the benefits of recommendation technologies in an educational platform with a focus on music learning. |
Ahmad Ajalloeian; Michalis Vlachos; Johannes Schneider; Alexis Steinmann; | cikm | 2022-10-29 |
| 914 | Music4All-Onion — A Large-Scale Multi-faceted Content-Centric Music Recommendation Dataset Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We organize distinct item content features in an onion model according to their semantics, and perform a comprehensive examination of the impact of different layers of this model (e.g., audio features, user-generated content, and derivative content) on content-driven music recommendation, demonstrating how various content features influence accuracy, novelty, and fairness of music recommendation systems. |
Marta Moscati; Emilia Parada-Cabaleiro; Yashar Deldjoo; Eva Zangerle; Markus Schedl; | cikm | 2022-10-29 |
| 915 | On The Role of Visual Context in Enriching Music Representations Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this study, we propose VCMR — Video-Conditioned Music Representations, a contrastive learning framework that learns music representations from audio and the accompanying music videos. |
Kleanthis Avramidis; Shanti Stewart; Shrikanth Narayanan; | arxiv-cs.SD | 2022-10-27 |
| 916 | Convolutive Block-Matching Segmentation Algorithm with Application to Music Structure Analysis Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This work presents a new algorithm, called Convolutive Block-Matching (CBM) algorithm, devoted to MSA. |
Axel Marmoret; Jérémy E. Cohen; Frédéric Bimbot; | arxiv-cs.SD | 2022-10-27 |
| 917 | LyricJam Sonic: A Generative System for Real-Time Composition and Musical Improvisation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Subsequently, it is difficult for artists to rediscover audio segments that might be suitable for use in their compositions from thousands of hours of recordings. In this paper, we describe LyricJam Sonic — a novel creative tool for musicians to rediscover their previous recordings, re-contextualize them with other recordings, and create original live music compositions in real-time. |
Olga Vechtomova; Gaurav Sahu; | arxiv-cs.SD | 2022-10-27 |
| 918 | A Survey on Artificial Intelligence for Music Generation: Agents, Domains and Perspectives Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Music generation with Artificial Intelligence is an emerging field that is gaining much attention in the recent years. In this paper, we describe how humans compose music and how new AI systems could imitate such process by comparing past and recent advances in the field with music composition techniques. |
Carlos Hernandez-Olivan; Javier Hernandez-Olivan; Jose R. Beltran; | arxiv-cs.AI | 2022-10-25 |
| 919 | Clarinet: A Music Retrieval System Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: A MIDI based approach for music recognition is proposed and implemented in this paper. |
Kshitij Alwadhi; Rohan Sharma; Siddhant Sharma; | arxiv-cs.IR | 2022-10-23 |
| 920 | Empowering Blind Musicians to Compose and Notate Music with SoundCells Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Commercial technologies for notating music pose usage barriers to blind and visually impaired (BVI) musicians because they use graphic user interfaces and only produce visual, … |
W. PAYNE et. al. | Proceedings of the 24th International ACM SIGACCESS … | 2022-10-22 |
| 921 | Learning Music Blind: Understanding The Application of Technology to Support BLV Music Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Learning to play a musical instrument and engaging in musical activities have enabled blind and/or low vision people to develop self-identity, find community and pursue music as a … |
Leon Lu; | Proceedings of the 24th International ACM SIGACCESS … | 2022-10-22 |
| 922 | Content and Popularity-Based Music Recommendation System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The future of many modern technologies includes machine learning and deep learning methodologies. One of the prominent applications of these technologies is the recommender … |
Mamata Garanayak; S. K. Nayak; K. Sangeetha; T. Choudhury; S. Shitharth; | Int. J. Inf. Syst. Model. Des. | 2022-10-20 |
| 923 | Data-Augmented Counterfactual Learning for Bundle Recommendation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a novel graph learning paradigm called Counterfactual Learning for Bundle Recommendation (CLBR) to mitigate the impact of data sparsity problem and improve bundle recommendation. |
Shixuan Zhu; Qi Shen; Yiming Zhang; Zhenwei Dong; Zhihua Wei; | arxiv-cs.IR | 2022-10-19 |
| 924 | Quantized GAN for Complex Music Generation from Dance Videos IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We present Dance2Music-GAN (D2M-GAN), a novel adversarial multi-modal framework that generates complex musical samples conditioned on dance videos. |
YE ZHU et. al. | eccv | 2022-10-19 |
| 925 | Identifying Elements of Gamification for Reading Music Notation in Music Education Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Innovations related to learning music notation through audio-visual media of music notation using gamification make teaching and learning more interesting. Also, it may help … |
Jessellah Samat; Aslina Baharum; Christina Andin; | 2022 13th International Conference on Information and … | 2022-10-19 |
| 926 | On The Challenges of Podcast Search at Spotify Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Online music streaming is enjoying ever-growing popularity in the last decades, enabled by the abundance of music content in digital format and online streaming services. In the … |
Mi Tian; C. Hauff; Praveen Chandar; | Proceedings of the 31st ACM International Conference on … | 2022-10-17 |
| 927 | Modelling Emotion Dynamics in Song Lyrics with State Space Models Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we propose a method to predict emotion dynamics in song lyrics without song-level supervision. |
Yingjin Song; Daniel Beck; | arxiv-cs.CL | 2022-10-17 |
| 928 | Music Information Retrieval Using Similarity Based Relevance Ranking Techniques Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The purpose of this proposed study activity is to construct a system for the job of automatically assessing the relevance of music datasets, which will be used in future work. … |
Karthik Vasu; Savita Choudhary; | Scalable Comput. Pract. Exp. | 2022-10-13 |
| 929 | Design and Realization of Composition System Based on Computer Information Technology Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the progress of the times and the development of science and technology, computer technology is also maturing day by day. In recent years, computer technology has also been … |
Hongqiong Duan; | 2022 World Automation Congress (WAC) | 2022-10-11 |
| 930 | Research on Music Information Retrieval Algorithm Based on Deep Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the exponential growth of various network resources, the use of search engine has become one of the most basic skills of everyone in today’s society, and an efficient … |
X. Yuan; | 2022 World Automation Congress (WAC) | 2022-10-11 |
| 931 | Content Based User Preference Modeling in Music Generation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Automatic music generation (AMG) has been an emerging research topic in AI in recent years. However, generating user-preferred music remains an unsolved problem. To address this … |
Xichu Ma; Yuchen Wang; Ye Wang; | Proceedings of the 30th ACM International Conference on … | 2022-10-10 |
| 932 | PC-Dance: Posture-controllable Music-driven Dance Synthesis Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music-driven dance synthesis is a task to generate high-quality dance according to the music given by the user, which has promising entertainment applications. However, most of … |
Jibin Gao; Junfu Pu; Honglun Zhang; Ying Shan; Weishi Zheng; | Proceedings of the 30th ACM International Conference on … | 2022-10-10 |
| 933 | Conditional Hybrid GAN for Melody Generation from Lyrics IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View |
YI YU et. al. | Neural Computing and Applications | 2022-10-08 |
| 934 | Supervised and Unsupervised Learning of Audio Representations for Music Understanding IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we provide a broad comparative analysis of strategies for pre-training audio understanding models for several tasks in the music domain, including labelling of genre, era, origin, mood, instrumentation, key, pitch, vocal characteristics, tempo and sonority. |
Matthew C. McCallum; Filip Korzeniowski; Sergio Oramas; Fabien Gouyon; Andreas F. Ehmann; | arxiv-cs.SD | 2022-10-07 |
| 935 | AnimeTAB: A New Guitar Tablature Dataset of Anime and Game Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we present AnimeTAB, a fingerstyle guitar tablature dataset in MusicXML format, which provides more high-quality guitar tablature for both researchers and guitar players. |
Yuecheng Zhou; Yaolong Ju; Lingyun Xie; | arxiv-cs.SD | 2022-10-06 |
| 936 | Melody Infilling with User-Provided Structural Context Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This paper proposes a novel Transformer-based model for music score infilling, to generate a music passage that fills in the gap between given past and future contexts. |
Chih-Pin Tan; Alvin W. Y. Su; Yi-Hsuan Yang; | arxiv-cs.SD | 2022-10-06 |
| 937 | Music Generation with Bi-Directional Long Short Term Memory Neural Networks Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Deep Learning has been utilized in music generation where long term dependencies and patterns need to be learned by the network. Recurrent Neural Network (RNN) units have been … |
Madhur Rajadhyaksha; Neha Lakhani; Mohammad Anas Mudassir; P. Bhavathankar; | 2022 13th International Conference on Computing … | 2022-10-03 |
| 938 | And What If Two Musical Versions Don’t Share Melody, Harmony, Rhythm, or Lyrics ? Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: On the other hand, using features focusing on specific aspects of musical pieces, such as melody, harmony, or lyrics, yielded interpretable and promising performances. In this work, we build upon these recent advances and propose a metric learning-based system systematically leveraging four dimensions commonly admitted to convey musical similarity between versions: melodic line, harmonic structure, rhythmic patterns, and lyrics. |
Mathilde Abrassart; Guillaume Doras; | arxiv-cs.SD | 2022-10-03 |
| 939 | Application Research of Computer Bibliometric Analysis Based on Cluster Analysis Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Bibliometric analysis is a branch of library and information science that uses mathematical statistics to quantitatively describe, evaluate, and predict academic status and … |
Ye Liu; | Proceedings of the 7th International Conference on … | 2022-09-29 |
| 940 | HSD: A Hierarchical Singing Annotation Dataset Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: Commonly music has an obvious hierarchical structure, especially for the singing parts which usually act as the main melody in pop songs. However, most of the current singing … |
Xiao Fu; Xin Yuan; Jinglu Hu; | 2022 IEEE International Symposium on Multimedia (ISM) | 2022-09-26 |
| 941 | Song Emotion Recognition: A Performance Comparison Between Audio Features and Artificial Neural Networks Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Usually, it takes a data-set, from which audio features are extracted to present this information to a data-driven model, that will, in turn, train to predict what is the probability that a given song matches a target emotion. In this paper, we studied the most common features and models used in recent publications to tackle this problem, revealing which ones are best suited for recognizing emotion in a cappella songs. |
Karen Rosero; Arthur Nicholas dos Santos; Pedro Benevenuto Valadares; Bruno Sanches Masiero; | arxiv-cs.SD | 2022-09-24 |
| 942 | Music Genre Recommendation Based on MLP & Random Forest Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music is the third language of communication between each other in the world. In the process of music development, many music genres have emerged, such as rap and folk music. At … |
Shenyou Fan; Min Fu; | 2022 IEEE 5th International Conference on Information … | 2022-09-23 |
| 943 | Maths, Computation and Flamenco: Overview and Challenges Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Over the recent decade, a number of computational problems related to the automatic analysis of flamenco music have been defined and several methods addressing a variety of musical aspects have been proposed. |
José-Miguel Díaz-Báñez; Nadine Kroher; | arxiv-cs.SD | 2022-09-22 |
| 944 | Learning Hierarchical Metrical Structure Beyond Measures Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we explore a data-driven approach to automatically extract hierarchical metrical structures from scores. |
Junyan Jiang; Daniel Chin; Yixiao Zhang; Gus Xia; | arxiv-cs.SD | 2022-09-21 |
| 945 | Setting The Rhythm Scene: Deep Learning-based Drum Loop Generation from Arbitrary Language Cues Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Here we present a novel method that, given an English word or phrase, generates 2 compasses of a 4-piece drum pattern that embodies the mood of the given language cue, or that could be used for an audiovisual scene described by the language cue. |
Ignacio J. Tripodi; | arxiv-cs.SD | 2022-09-20 |
| 946 | In The Zone: An Analysis of The Music Practices of Remote Software Developers Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Background: Listening to music is a common practice among software developers. Music listening after work can help release work-related stress; while listening to music at work … |
Makayla Moster; Aarav Chandra; Chris W. L. Chu; Weiyi Liu; Paige Rodeghero; | Proceedings of the 16th ACM / IEEE International Symposium … | 2022-09-19 |
| 947 | Oktoechos Classification in Liturgical Music Using SBU-LSTM/GRU Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A distinguishing feature of the music repertoire of the Syrian tradition is the system of classifying melodies into eight tunes, called ’oktoe¯chos’. It inspired many traditions, … |
R. Rajan; Ananya Ayasi; | Interspeech | 2022-09-18 |
| 948 | A Multimodal Strategy for Singing Language Identification Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Identification of the language of performance of songs is important for applications such as personalized recommendations, discovery, and search. In this paper, we present an … |
Wo Jae Lee; E. Coviello; | Interspeech | 2022-09-18 |
| 949 | WideResNet with Joint Representation Learning and Data Augmentation for Cover Song Identification IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Cover song identification (CSI) has been a challenging task and an import topic in music information retrieval (MIR) commu-nity. In recent years, CSI problems have been … |
SHICHAO HU et. al. | Interspeech | 2022-09-18 |
| 950 | Musicaiz: A Python Library for Symbolic Music Generation, Analysis and Visualization Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this article, we present musicaiz, an object-oriented library for analyzing, generating and evaluating symbolic music. |
Carlos Hernandez-Olivan; Jose R. Beltran; | arxiv-cs.SD | 2022-09-16 |
| 951 | Compose & Embellish: Well-Structured Piano Performance Generation Via A Two-Stage Approach IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Observing the above, we devise a two-stage Transformer-based framework that Composes a lead sheet first, and then Embellishes it with accompaniment and expressive touches. |
Shih-Lun Wu; Yi-Hsuan Yang; | arxiv-cs.SD | 2022-09-16 |
| 952 | Multi-Modal Deep Reinforcement Learning in ViZDoom with Audio Component Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this work, the domain of audiovisual reinforcement learning is discussed in the context of ViZDoom environment with the addition of audio component. Two models with audiovisual … |
Artem Sayapin; Ilya Makarov; | 2022 IEEE 20th Jubilee International Symposium on … | 2022-09-15 |
| 953 | Domain Adversarial Training on Conditional Variational Auto-Encoder for Controllable Music Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Specifically, we propose a condition corruption objective that uses the representation to denoise a corrupted condition. |
Jingwei Zhao; Gus Xia; Ye Wang; | arxiv-cs.SD | 2022-09-15 |
| 954 | MR4MR: Mixed Reality for Melody Reincarnation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we describe MR4MR, a sound installation work that allows users to experience melodies produced from interactions with their surrounding space in the context of Mixed Reality (MR). |
ATSUYA KOBAYASHI et. al. | arxiv-cs.HC | 2022-09-14 |
| 955 | Is It Violin or Viola? Classifying The Instruments’ Music Pieces Using Descriptive Statistics Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Classifying music pieces based on their instrument sounds is pivotal for analysis and application purposes. Given its importance, techniques using machine learning have been … |
Chong Hong Tan; Koksheik Wong; Vishnu Monn Baskaran; Kiki Adhinugraha; D. Taniar; | ACM Transactions on Multimedia Computing, Communications … | 2022-09-14 |
| 956 | SongDriver: Real-time Music Accompaniment Generation Without Logical Latency Nor Exposure Bias IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose SongDriver, a real-time music accompaniment generation system without logical latency nor exposure bias. |
ZIHAO WANG et. al. | arxiv-cs.SD | 2022-09-13 |
| 957 | A Hybrid Music Recommendation Method Based on Music Genes and Collaborative Filtering Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the rapid popularization and development of the Internet and Multimedia, music has become one of the most popular ways of entertainment for the public. However, in the face … |
Ruowei Zhang; Shengxia Tu; Zhongzheng Sun; | 2022 IEEE Intl Conf on Dependable, Autonomic and Secure … | 2022-09-12 |
| 958 | MATT: A Multiple-instance Attention Mechanism for Long-tail Music Genre Classification Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Inspired by the success of introducing Multi-instance Learning (MIL) in various classification tasks, we propose a novel mechanism named Multi-instance Attention (MATT) to boost the performance for identifying tail classes. |
Xiaokai Liu; Menghua Zhang; | arxiv-cs.SD | 2022-09-08 |
| 959 | I-BASA: Preserving Heritage Culture with IoT and Edge Cloud Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Gamelan is an indigenous traditional percussion orchestra from Indonesia, mainly made up of tuned metal and wood instruments performed by twenty to forty musicians. Recent studies … |
Hengky Susanto; Brian Lau; Anggle Sugianto; | Proceedings of the 2022 ACM Conference on Information … | 2022-09-07 |
| 960 | Encountering Cover Versions of Songs Derived from Personal Music-Listening History Data: A Design and Field Trial of Musée in Homes Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We designed and implemented Musée to capture the novel experience of interpreting cover versions of music, which contain both familiar and unfamiliar musical components and are … |
Sa-Heum Jang; Woojin Lee; Beomsoo Kim; William Odom; Y. Park; | Interact. Comput. | 2022-09-07 |
| 961 | Towards Ubiquitous Personalized Music Recommendation with Smart Bracelets IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Nowadays, recommender systems play an increasingly important role in the music scenario. Generally, music preferences are related to internal and external conditions. For example, … |
JIAYU LI et. al. | Proceedings of the ACM on Interactive, Mobile, Wearable and … | 2022-09-06 |
| 962 | Exploring Profiling and Personalisation in Sleep Music Design: Towards Conceptualising Musical Sleep Aids for Hospital Use Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music as a low-cost sleep aid is a promising way to improve the sleep quality of people. However, most available sleep music playlists are limited to generic, soothing songs, … |
S. Monache; Doudou Jia; Daan Kamphuis; E. Özcan; | Proceedings of the 17th International Audio Mostly … | 2022-09-06 |
| 963 | Democratizing Access to Collaborative Music Making Over The Network Using Air Instruments Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: To date, scarce research has been conducted on the development of tools capable of fostering the democratization of the access to collaborative music making over the network. This … |
Davide Cocchiara; L. Turchet; | Proceedings of the 17th International Audio Mostly … | 2022-09-06 |
| 964 | ImproScales: A Self-tutoring Web System for Using Scales in Improvisations Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper describes ImproScales, a Web Audio application devised to support musicians in the process of learning to use scales during improvisation. The web application detects … |
Thomas Borgogno; L. Turchet; | Proceedings of the 17th International Audio Mostly … | 2022-09-06 |
| 965 | Improving Choral Music Separation Through Expressive Synthesized Data from Sampled Instruments Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we investigate the use of synthesized training data for the source separation task on real choral music. |
KE CHEN et. al. | arxiv-cs.SD | 2022-09-06 |
| 966 | Instrument Separation of Symbolic Music By Explicitly Guided Diffusion Model Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: Similar to colorization in computer vision, instrument separation is to assign instrument labels (e.g. piano, guitar…) to notes from unlabeled mixtures which contain only … |
Sangjun Han; H. Ihm; DaeHan Ahn; Woohyung Lim; | ArXiv | 2022-09-05 |
| 967 | Bridging Music and Text with Crowdsourced Music Comments: A Sequence-to-Sequence Framework for Thematic Music Comments Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we exploit the crowd-sourced music comments to construct a new dataset and propose a sequence-to-sequence model to generate text descriptions of music. |
Peining Zhang; Junliang Guo; Linli Xu; Mu You; Junming Yin; | arxiv-cs.SD | 2022-09-05 |
| 968 | PreGLAM-MMM: Application and Evaluation of Affective Adaptive Generative Music in Video Games Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We present and evaluate an application of affective adaptive generative music in a single-player, action-RPG video game. We create a score that serves as an audience to the … |
Cale Plut; Philippe Pasquier; J. Ens; R. Tchemeube; | Proceedings of the 17th International Conference on the … | 2022-09-05 |
| 969 | Waiting Along The Path: How Browsing Delays Impact The QoE of Music Streaming Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Streaming has become the dominant source of media consumption, which not only applies to the widely researched field of video streaming, but also to music streaming. Here, … |
Anna-Magdalena Seufert; Ralf Schweifler; Fabian Poignée; Michael Seufert; T. Hossfeld; | 2022 14th International Conference on Quality of Multimedia … | 2022-09-05 |
| 970 | 5 Lanes 5 Fingers Portable Touch-Typing Interface “ParoTone” for Efficient Sensorimotor Learning: Musical Performance Acquisition Much Faster Than Piano Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Being able to play a musical instrument requires complicated sensorimotor learning. Many beginners give up practicing Piano or Guitar because they require a long time of practice … |
SHINJIRO MITA et. al. | International Journal of Human–Computer Interaction | 2022-09-01 |
| 971 | AccoMontage2: A Complete Harmonization and Accompaniment Arrangement System Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We propose AccoMontage2, a system capable of doing full-length song harmonization and accompaniment arrangement based on a lead melody. |
Li Yi; Haochen Hu; Jingwei Zhao; Gus Xia; | arxiv-cs.SD | 2022-09-01 |
| 972 | Music Roles Affect The Selection of Consumption Means: A Questionnaire Survey of People’s Expectations for Music and Exploratory Factor Analysis Related Papers Related Patents Related Grants Related Venues Related Experts View |
Makoto Takeuchi; S. Morishita; Y. Sano; | The Review of Socionetwork Strategies | 2022-09-01 |
| 973 | Generating Coherent Drum Accompaniment With Fills And Improvisations Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we tackle the task of drum pattern generation conditioned on the accompanying music played by four melodic instruments: Piano, Guitar, Bass, and Strings. |
Rishabh Dahale; Vaibhav Talwadker; Preeti Rao; Prateek Verma; | arxiv-cs.SD | 2022-09-01 |
| 974 | Complementary Roles of Note-Oriented and Mixing-Oriented Software in Student Learning of Computer Science Plus Music Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Many introductory computer science educational platforms foster student interest and facilitate student learning through the authentic incorporation of music. Although many such … |
L. MCCALL et. al. | Computer Music Journal | 2022-09-01 |
| 975 | What Is Missing in Deep Music Generation? A Study of Repetition and Structure in Popular Music IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Analyses of two popular music datasets (Chinese and American) illustrate important music construction principles: (1) structure exists at multiple hierarchical levels, (2) songs use repetition and limited vocabulary so that individual songs do not follow general statistics of song collections, (3) structure interacts with rhythm, melody, harmony, and predictability, and (4) over the course of a song, repetition is not random, but follows a general trend as revealed by cross-entropy. These and other findings offer challenges as well as opportunities for deep-learning music generation and suggest new formal music criteria and evaluation methods. |
Shuqi Dai; Huiran Yu; Roger B. Dannenberg; | arxiv-cs.SD | 2022-08-31 |
| 976 | MeloForm: Generating Melody with Musical Form Based on Expert Systems and Neural Networks IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we develop MeloForm, a system that generates melody with musical form using expert systems and neural networks. |
PEILING LU et. al. | arxiv-cs.SD | 2022-08-30 |
| 977 | Towards Robust Music Source Separation on Loud Commercial Music Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Yet, in music source separation, these characteristics have not been thoroughly considered, resulting in the domain mismatch between the laboratory and the real world. In this paper, we confirmed that this domain mismatch negatively affect the performance of the music source separation networks. |
Chang-Bin Jeon; Kyogu Lee; | arxiv-cs.SD | 2022-08-30 |
| 978 | Learning Musical Instrument with The Help of Social Robots: Attitudes and Expectations of Teachers and Parents Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In music education, staying motivated has always been a crucial goal, especially for children. Earlier research has demonstrated how social robots could help improve motivation … |
Heqiu Song; Maria Deetman; P. Markopoulos; Jaap Ham; E. Barakova; | 2022 31st IEEE International Conference on Robot and Human … | 2022-08-29 |
| 979 | Interactive Systems for Music Composition: A New Paradigm in Music Education Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The realities of modern music education have forced many educators and learners to look for new solutions to ensure a high-quality learning process. One of them is creating and … |
Huan-Qing Zhao; Lora Narikbayeva; Yuan-Chang Wu; | Interactive Learning Environments | 2022-08-29 |
| 980 | Transfer Learning for Violinist Identification Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music performer identification is important for music recommendation, music expression analysis and playlist generation. In previous research, audio feature learning methods were … |
Yudong Zhao; György Fazekas; M. Sandler; | 2022 30th European Signal Processing Conference (EUSIPCO) | 2022-08-29 |
| 981 | Multi-objective Hyper-parameter Optimization of Behavioral Song Embeddings Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we study the hyper-parameter optimization of behavioral song embeddings based on Word2Vec on a selection of downstream tasks, namely next-song recommendation, false neighbor rejection, and artist and genre clustering. |
Massimo Quadrana; Antoine Larreche-Mouly; Matthias Mauch; | arxiv-cs.IR | 2022-08-26 |
| 982 | Music Separation Enhancement with Generative Modeling Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose a post-processing model (the Make it Sound Good (MSG) post-processor) to enhance the output of music source separation systems. |
NOAH SCHAFFER et. al. | arxiv-cs.SD | 2022-08-25 |
| 983 | A Study on Broadcast Networks for Music Genre Classification Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we study the broadcast-based neural networks aiming to improve the localization and generalizability under a small set of parameters (about 180k) and investigate twelve variants of broadcast networks discussing the effect of block configuration, pooling method, activation function, normalization mechanism, label smoothing, channel interdependency, LSTM block inclusion, and variants of inception schemes. |
Ahmed Heakl; Abdelrahman Abdelgawad; Victor Parque; | arxiv-cs.SD | 2022-08-25 |
| 984 | Design of The Vocal Music Feature Recognition System Based on The Internet of Things Technology Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In order to meet the needs of vocal feature recognition, the author proposes a system design based on the Internet of things technology. The principle of the method is that the … |
Haifeng Huang; | J. Sensors | 2022-08-25 |
| 985 | Interpreting Song Lyrics with An Audio-Informed Pre-trained Language Model Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper we propose BART-fusion, a novel model for generating lyric interpretations from lyrics and music audio that combines a large-scale pre-trained language model with an audio encoder. |
Yixiao Zhang; Junyan Jiang; Gus Xia; Simon Dixon; | arxiv-cs.SD | 2022-08-24 |
| 986 | Applications of Majority Judgement for Winner Selection in Eurovision Song Contest Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The existence of big data, social media interactions, and digital globalization has changed the way people make decisions either in their life or those of collective importance. … |
Areeba Umair; E. Masciari; Giusi Madeo; Muhammad Habib Ullah; | Proceedings of the 26th International Database Engineered … | 2022-08-22 |
| 987 | Melatonin: A Case Study on AI-induced Musical Style Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper we present a case study of Melatonin, a song produced by extensive use of BassNet, an AI tool originally designed to generate bass lines. |
Emmanuel Deruty; Maarten Grachten; | arxiv-cs.AI | 2022-08-18 |
| 988 | Wireless Play Music Beep Sensor to Assist in Music Fountain Control Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Musical water landscape combines landscape design with audiovisual art and is loved by the general public. However, the performance control form of musical water landscape … |
Qian Wang; | J. Sensors | 2022-08-18 |
| 989 | Musika! Fast Infinite Waveform Music Generation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we introduce Musika, a music generation system that can be trained on hundreds of hours of music using a single consumer GPU, and that allows for much faster than real-time generation of music of arbitrary length on a consumer CPU. |
Marco Pasini; Jan Schlüter; | arxiv-cs.SD | 2022-08-18 |
| 990 | A User-Centered Investigation of Personal Music Tours Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we provide, for the first time, a user-centered evaluation of two tour-generation algorithms (Greedy and Optimal) using semi-structured interviews. |
Giovanni Gabbolini; Derek Bridge; | arxiv-cs.IR | 2022-08-16 |
| 991 | Models of Music Cognition and Composition Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Much like most of cognition research, music cognition is an interdisciplinary field, which attempts to apply methods of cognitive science (neurological, computational and experimental) to understand the perception and process of composition of music. |
Abhimanyu Sethia; | arxiv-cs.SD | 2022-08-14 |
| 992 | Neural Encoding of Songs Is Modulated By Their Enjoyment Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We examine user and song identification from neural (EEG) signals. |
Gulshan Sharma; Pankaj Pandey; Ramanathan Subramanian; Krishna. P. Miyapuram; Abhinav Dhall; | arxiv-cs.HC | 2022-08-13 |
| 993 | Symbolic Music Loop Generation with Neural Discrete Representations Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we propose symbolic music loop generation via learning discrete representations. |
Sangjun Han; Hyeongrae Ihm; Moontae Lee; Woohyung Lim; | arxiv-cs.SD | 2022-08-10 |
| 994 | Pure Data and INScore: Animated Notation for New Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This essay will show a case study that uses Pure Data, in connection with INScore, for making a new type of score that uses animated notation or dynamic musicography for making music with performers. |
Patricio F. Calatayud; | arxiv-cs.SD | 2022-08-09 |
| 995 | Music Generation Using Neural Nets Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the recent period, neural networks are used in more and more applications and services across a broader and broader spectrum of industries and domains. One of the applications … |
BOGDAN-ANTONIO CRETU et. al. | 2022 International Conference on INnovations in Intelligent … | 2022-08-08 |
| 996 | Debiased Cross-modal Matching for Content-based Micro-video Background Music Recommendation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: However, the selection of the user-generated content (UGC) is biased caused by knowledge limitations and historical preferences among music of each uploader. In this paper, we propose a Debiased Cross-Modal (DebCM) matching model to alleviate the influence of such selection bias. |
Jinng Yi; Zhenzhong Chen; | arxiv-cs.MM | 2022-08-07 |
| 997 | A Sequential MUSIC Algorithm for Scatterers Detection 2 in SAR Tomography Enhanced By A Robust Covariance 3 Estimator Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, a new sequential MUSIC algorithm named recursive covariance canceled MUSIC (RCC-MUSIC), is proposed. |
Ahmad Naghavi; Mohammad Sadegh Fazel; Mojtaba Beheshti; Ehsan Yazdian; | arxiv-cs.IT | 2022-08-04 |
| 998 | Large Scale Analysis of Gender Bias and Sexism in Song Lyrics IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We employ Natural Language Processing techniques to analyse 377808 English song lyrics from the Two Million Song Database corpus, focusing on the expression of sexism across five decades (1960-2010) and the measurement of gender biases. |
Lorenzo Betti; Carlo Abrate; Andreas Kaltenbrunner; | arxiv-cs.CY | 2022-08-03 |
| 999 | Interval-based Melody Generation Via Reinforcement Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Melody generation is a fundamental operation in Algorithmic Music Composition. The previous models are usually based on absolute pitch, and the data representation is sparse, … |
Mingzhi Liu; Jinlong Li; Yufei Wang; Xu Zhang; Boyi Sun; | 2022 8th International Conference on Big Data Computing and … | 2022-08-01 |
| 1000 | Spatio-Temporal Dynamics of Entropy in EEGS During Music Stimulation of Alzheimer’s Disease Patients with Different Degrees of Dementia Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music has become a common adjunctive treatment for Alzheimer’s disease (AD) in recent years. Because Alzheimer’s disease can be classified into different degrees of dementia … |
TINGTING WU et. al. | Entropy | 2022-08-01 |
| 1001 | Jazz Contrafact Detection Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper develops a novel vector-space model to represent chord progressions, and uses it for contrafact detection. |
C. Bunks; T. Weyde; | arxiv-cs.SD | 2022-08-01 |
| 1002 | SampleMatch: Drum Sample Retrieval By Musical Context Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we explore the automatic drum sample retrieval based on aesthetic principles learned from data. |
Stefan Lattner; | arxiv-cs.SD | 2022-08-01 |
| 1003 | Phantom Curves: Scientific Discovery Through Interactive Music Visualization Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We introduce phantom curves, a novel music-theoretical concept based on the discrete Fourier transform (DFT), and document the creative process that led to their discovery. In … |
Fabian C. Moss; Giovanni Affatato; Daniel Harasim; | Proceedings of the 9th International Conference on Digital … | 2022-07-28 |
| 1004 | Segmentation, Transcription, Analysis and Visualisation of The Norwegian Folk Music Archive Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We present an ongoing project dedicated to the transmutation of a collection of field recordings of Norwegian folk music established in the 1960s into an easily accessible online … |
O. Lartillot; Anders Elowsson; Mats Johansson; H. Thedens; L. Monstad; | Proceedings of the 9th International Conference on Digital … | 2022-07-28 |
| 1005 | Optimal Classification of Music Genres Based on Acoustic and Visual Features Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Generally, music includes numerous genres like jazz, pop and so forth. Every genre encompasses diverse musical instruments. For classifying music manually, the individual should … |
Balachandra Kumaraswamy; | Concurrency and Computation: Practice and Experience | 2022-07-28 |
| 1006 | Exploiting Negative Preference in Content-based Music Recommendation with Contrastive Learning IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we analyze the role of negative preference in users’ music tastes by comparing music recommendation models with contrastive learning exploiting preference (CLEP) but with three different training strategies – exploiting preferences of both positive and negative (CLEP-PN), positive only (CLEP-P), and negative only (CLEP-N). |
Minju Park; Kyogu Lee; | arxiv-cs.IR | 2022-07-28 |
| 1007 | EEG2Mel: Reconstructing Sound from Brain Responses to Music Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Information retrieval in the form of reconstructing auditory stimuli has also shown some success, but here we improve on previous methods by reconstructing music stimuli well enough to be perceived and identified independently. |
Adolfo G. Ramirez-Aristizabal; Chris Kello; | arxiv-cs.SD | 2022-07-27 |
| 1008 | Perception-Aware Attack: Creating Adversarial Music Via Reverse-Engineering Human Perception Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we formulate the adversarial attack against music signals as a new perception-aware attack framework, which integrates human study into adversarial attack design. |
RUI DUAN et. al. | arxiv-cs.SD | 2022-07-26 |
| 1009 | Unique in What Sense? Heterogeneous Relationships Between Multiple Types of Uniqueness and Popularity in Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper uses songs as a case study to study the multiple facets of uniqueness and their relationship with success. |
Yulin Yu; Pui Yin Cheung; Yong-Yeol Ahn; Paramveer Dhillon; | arxiv-cs.CY | 2022-07-26 |
| 1010 | Automatic Piano Harmony Arrangement System Based on Deep Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Harmony, which plays an important role in enriching melody expression, is a combination of multiple notes. Melody coordination involves adding harmony effect to a single note of … |
Jianhua Li; | J. Sensors | 2022-07-25 |
| 1011 | HouseX: A Fine-grained House Music Dataset and Its Potential in The Music Industry Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In consideration of the consistency of genres of songs in a mixtape or in a DJ (live) set, we have collected and annotated a dataset of house music that provide 4 sub-genre labels, namely future house, bass house, progressive house and melodic house. |
Xinyu Li; | arxiv-cs.SD | 2022-07-24 |
| 1012 | Efficient Music Genre Classification with Deep Convolutional Neural Networks Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper, music genres classification with deep neural networks are explored. A Convolutional Neural Network (CNN) was trained to identify 10 different music genres. Using … |
Wency Suo; | 2022 5th International Conference on Data Science and … | 2022-07-22 |
| 1013 | The WASABI Song Corpus and Knowledge Graph for Music Lyrics Analysis IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View |
MICHAEL FELL et. al. | Language Resources and Evaluation | 2022-07-21 |
| 1014 | Multi-Scale Cascaded Generator for Music-driven Dance Synthesis Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Dance is a creative performance art and must keep coherent with the rhythm and style of music. To address these issues, most of the existing music-driven dance synthesis methods … |
HAO HU et. al. | 2022 International Joint Conference on Neural Networks … | 2022-07-18 |
| 1015 | A Machine Learning Approach for Modeling Time-Varying Hit Song Preferences Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The music industry is investing each year huge amounts of money to artists and their songs with the ultimate goal of becoming a hit song. Since its creation back in 1958, the … |
Dionisios Nikas; Dionisios N. Sotiropoulos; | 2022 13th International Conference on Information, … | 2022-07-18 |
| 1016 | Regularized DTW in Offline Music Score-Following for Sight-Singing Based on Sol-fa Name Recognition Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The automatic scoring of singing evaluation is a hot topic in recent years. Improving the score following effect is the first step to improve the accuracy of evaluation. Most of … |
Rongfeng Li; Kuoxi Yu; | 2022 IEEE International Conference on Multimedia and Expo … | 2022-07-18 |
| 1017 | Melodic Skeleton: A Musical Feature for Automatic Melody Harmonization Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Recently, deep learning models have achieved a good performance on automatic melody harmonization. However, these models often took melody note sequence as input directly without … |
Weiyue Sun; Jianguo Wu; Shengcheng Yuan; | 2022 IEEE International Conference on Multimedia and Expo … | 2022-07-18 |
| 1018 | Memomusic Version 2.0: Extending Personalized Music Recommendation with Automatic Music Generation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music emotion experience is a rather subjective and personalized issue. Therefore, we previously developed a personalized music recommendation system called MemoMusic to navigate … |
LUNTIAN MOU et. al. | 2022 IEEE International Conference on Multimedia and Expo … | 2022-07-18 |
| 1019 | CONEqNet: Convolutional Music Equalizer Network Related Papers Related Patents Related Grants Related Venues Related Experts View |
Jesus Iriz; M. A. Patricio; A. Berlanga; J. M. Molina; | Multimedia Tools and Applications | 2022-07-18 |
| 1020 | Emotional Quality Evaluation for Generated Music Based on Emotion Recognition Model Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the field of musical emotion evaluation, the existing methods usually use subjective experiments, which are demanding on the experimental environment and lack of unified … |
Hongfei Wang; Wei Zhong; Lin Ma; Long Ye; Qin Zhang; | 2022 IEEE International Conference on Multimedia and Expo … | 2022-07-18 |
| 1021 | Multimodal Music Emotion Recognition with Hierarchical Cross-Modal Attention Network Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Computational music emotion recognition is to recognize the emotional content in music tracks. In computational music emotion recognition studies, researchers have paid close … |
JIAHAO ZHAO et. al. | 2022 IEEE International Conference on Multimedia and Expo … | 2022-07-18 |
| 1022 | MICW: A Multi-Instrument Music Generation Model Based on The Improved Compound Word Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this work, we address the task of multi-instrument music generation. Notably, along with the development of artificial neural networks, deep learning has become a leading … |
YI-JR LIAO et. al. | 2022 IEEE International Conference on Multimedia and Expo … | 2022-07-18 |
| 1023 | A Usage History Information Generation and Inquiry Method for Theme, Background and Signal Music Based on Hyperledger Fabric Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Theme, background and signal music is the music inserted into broadcasting contents of a broadcaster, and is recognized as a created content like normal music. Since there are … |
Youngmo Kim; Byeongchan Park; Seok-Yoon Kim; | J. Mobile Multimedia | 2022-07-18 |
| 1024 | Music Question Answering:Cognize and Perceive Music Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music analysis and understanding has always been the work of professionals. In order to help ordinary people congnize and perceive music, we put forward the Music Question … |
Wenhao Gao; Xiaobing Li; Cong Jin; Tie Yun; | 2022 IEEE International Conference on Multimedia and Expo … | 2022-07-18 |
| 1025 | Persong: Multi-Modality Driven Music Recommendation System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this work, we develop PerSong, a music recommendation system that can recommend personalised songs based on the user’s current status. First, multi-modal physiological signals, … |
Haonan Cheng; Xiaoying Huang; Ruyu Zhang; Long Ye; | 2022 IEEE International Conference on Multimedia and Expo … | 2022-07-18 |
| 1026 | CPS: Full-Song and Style-Conditioned Music Generation with Linear Transformer Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Many deep music generation algorithms have recently been able to produce good-sounding music, but there have been few studies on controlled generation. In this process, the human … |
WEIPENG WANG et. al. | 2022 IEEE International Conference on Multimedia and Expo … | 2022-07-18 |
| 1027 | ChoreoGraph: Music-conditioned Automatic Dance Choreography Over A Style and Tempo Consistent Dynamic Graph IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: And finally, basic choreomusical rules should be observed, and the motion generated should be diverse. To address these challenges, we propose ChoreoGraph, which choreographs high-quality dance motion for a given piece of music over a Dynamic Graph. |
Ho Yin Au; Jie Chen; Junkun Jiang; Yike Guo; | arxiv-cs.MM | 2022-07-15 |
| 1028 | Flow Moods: Recommending Music By Moods on Deezer IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The music streaming service Deezer extensively relies on its Flow algorithm, which generates personalized radio-style playlists of songs, to help users discover musical content. … |
TH’EO BONTEMPELLI et. al. | Proceedings of the 16th ACM Conference on Recommender … | 2022-07-15 |
| 1029 | Unaligned Supervision for Automatic Music Transcription in The Wild IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We introduce Note$_{EM}$, a method for simultaneously training a transcriber and aligning the scores to their corresponding performances, in a fully-automated process. |
Ben Maman; Amit H Bermano; | icml | 2022-07-15 |
| 1030 | Multitrack Music Transformer IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we propose a new multitrack music representation that allows a diverse set of instruments while keeping a short sequence length. |
Hao-Wen Dong; Ke Chen; Shlomo Dubnov; Julian McAuley; Taylor Berg-Kirkpatrick; | arxiv-cs.SD | 2022-07-14 |
| 1031 | ReLyMe: Improving Lyric-to-Melody Generation By Incorporating Lyric-Melody Relationships IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose ReLyMe, a method that incorporates Relationships between Lyrics and Melodies from music theory to ensure the harmony between lyrics and melodies. |
CHEN ZHANG et. al. | arxiv-cs.SD | 2022-07-12 |
| 1032 | Towards Proper Contrastive Self-supervised Learning Strategies For Music Audio Representation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we investigate music audio representation learned from different contrastive self-supervised learning schemes and empirically evaluate the embedded vectors on various music information retrieval (MIR) tasks where different levels of the music perception are concerned. |
Jeong Choi; Seongwon Jang; Hyunsouk Cho; Sehee Chung; | arxiv-cs.SD | 2022-07-10 |
| 1033 | Music-driven Dance Regeneration with Controllable Key Pose Constraints Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a novel framework for music-driven dance motion synthesis with controllable key pose constraint. |
Junfu Pu; Ying Shan; | arxiv-cs.CV | 2022-07-08 |
| 1034 | Learning Music-Dance Representations Through Explicit-Implicit Rhythm Synchronization Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Considering the intrinsic alignment between the cadent movement of dancer and music rhythm, we introduce MuDaR, a novel Music-Dance Representation learning framework to perform the synchronization of music and dance rhythms both in explicit and implicit ways. |
Jiashuo Yu; Junfu Pu; Ying Cheng; Rui Feng; Ying Shan; | arxiv-cs.SD | 2022-07-07 |
| 1035 | A Case Study of Middle Schoolers’ Use of Computational Thinking Concepts and Practices During Coded Music Composition Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Researchers and practitioners have demonstrated various benefits of introducing computational thinking (CT) through music composition coding. While researchers have studied the … |
Yifan Zhang; D. Krug; C. Mouza; David C. Shepherd; Lori Pollock; | Proceedings of the 27th ACM Conference on on Innovation and … | 2022-07-07 |
| 1036 | Research Based on The Application and Exploration of Artificial Intelligence in The Field of Traditional Music Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Traditional Chinese music has undergone trials and tribulations. To date, traditional music has been gradually improved, preserved, and passed down, both in terms of theoretical … |
Yi Yang; Xia Huang; | J. Sensors | 2022-07-05 |
| 1037 | Music-CRN: An Efficient Content-Based Music Classification and Recommendation Network Related Papers Related Patents Related Grants Related Venues Related Experts View |
Yuxu Mao; Guoqiang Zhong; Haizhen Wang; Kaizhu Huang; | Cognitive Computation | 2022-07-05 |
| 1038 | An Adaptive Music Generation Architecture for Games Based on The Deep Learning Transformer Mode Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents an architecture for generating music for video games based on the Transformer deep learning model. |
Gustavo Amaral Costa dos Santos; Augusto Baffa; Jean-Pierre Briot; Bruno Feijó; Antonio Luz Furtado; | arxiv-cs.SD | 2022-07-04 |
| 1039 | Haven’t I Just Listened to This?: Exploring Diversity in Music Recommendations Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Recommender systems have recently been criticized for promoting bias and trapping users into filter bubbles. This phenomenon not only limits potential user interactions but also … |
Antonela Tommasel; J. M. Rodríguez; D. Godoy; | Adjunct Proceedings of the 30th ACM Conference on User … | 2022-07-04 |
| 1040 | An Adaptive Music Generation Architecture for Games Based on The Deep Learning Transformer Model Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper presents an architecture for generating music for video games based on the Transformer deep learning model. Our motivation is to be able to customize the generation … |
Gustavo Amaral Costa dos Santos; A. Baffa; Jean-Pierre Briot; Bruno Feij’o; Antonio Luz Furtado; | 2022 21st Brazilian Symposium on Computer Games and Digital … | 2022-07-04 |
| 1041 | ReStyle-MusicVAE: Enhancing User Control of Deep Generative Music Models with Expert Labeled Anchors Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Deep generative models have emerged as one of the most actively researched topics in artificial intelligence. An area that draws increasing attention is the automatic generation … |
Damjan Prvulovic; Richard Vogl; Peter Knees; | Adjunct Proceedings of the 30th ACM Conference on User … | 2022-07-04 |
| 1042 | Automatic and Personalized Sequencing of Music Playlists Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music playlists are appreciated by users, music artists and service providers for various reasons (i.e., no need to waste time choosing what to listen to, showcase to increase … |
Marco Furini; Manuela Montangero; | 2022 IEEE 42nd International Conference on Distributed … | 2022-07-01 |
| 1043 | Music-to-Dance Generation with Optimal Transport Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a Music-to-Dance with Optimal Transport Network (MDOT-Net) for learning to generate 3D dance choreographies from music. |
Shuang Wu; Shijian Lu; Li Cheng; | ijcai | 2022-07-01 |
| 1044 | FLOR: A Federated Learning-based Music Recommendation Engine Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music recommendations are normally based on a users prior artist and genre preference, or based on a similar users preference. This may result in recommendations for users being … |
Jasper Sha; Nathaniel Basara; Joseph Freedman; Hailu Xu; | 2022 International Conference on Computer Communications … | 2022-07-01 |
| 1045 | Tradformer: A Transformer Model of Traditional Music Transcriptions Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We explore the transformer neural network architecture for modeling music, specifically Irish and Swedish traditional dance music. |
Luca Casini; Bob L. T. Sturm; | ijcai | 2022-07-01 |
| 1046 | Long Song Type Classification Based on Lyrics Related Papers Related Patents Related Grants Related Venues Related Experts View |
Bayarsaikhan Namjil; Nandinbilig Ganbaatar; Suvdaa Bat-suuri; | J. Multim. Inf. Syst. | 2022-06-30 |
| 1047 | Interpretable Melody Generation from Lyrics with Discrete-Valued Adversarial Training Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In our proposal, we demonstrate our proposed interpretable lyrics-to-melody generation system which can interact with users to understand the generation process and recreate the desired songs. |
Wei Duan; Zhe Zhang; Yi Yu; Keizo Oyama; | arxiv-cs.SD | 2022-06-30 |
| 1048 | EmoMTB: Emotion-aware Music Tower Blocks Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We introduce Emotion-aware Music Tower Blocks (EmoMTB), an audiovisual interface to explore large music collections. It creates a musical landscape, by adopting the metaphor of a … |
ALESSANDRO B. MELCHIORRE et. al. | Proceedings of the 2022 International Conference on … | 2022-06-27 |
| 1049 | Music-to-Dance Generation with Multiple Conformer IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: It is necessary for the music-to-dance generation to consider both the kinematics in dance that is highly complex and non-linear and the connection between music and dance … |
Mingao Zhang; Changhong Liu; Yong Chen; Zhenchun Lei; Mingwen Wang; | Proceedings of the 2022 International Conference on … | 2022-06-27 |
| 1050 | Automatic Music Transcription for The Thai Xylophone Played with Soft Mallets Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Automatic music transcription (AMT) is the conversion of audio to music notation, which helps with music education, music production, and music creation. The Thai xylophone is a … |
Apichai Huaysrijan; S. Pongpinigpinyo; | 2022 19th International Joint Conference on Computer … | 2022-06-22 |
| 1051 | The Influence of Music Stimulation on Heart Rate Variability: Preliminary Results Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The purpose of this practical approach was to extract the relations between music stimulation and heart rate variability (HRV) in healthy volunteers. Different kinds of music were … |
M. Rodrigues; O. Postolache; F. Cercas; | 2022 IEEE International Symposium on Medical Measurements … | 2022-06-22 |
| 1052 | Optical Medieval Music Recognition Using Background Knowledge Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper deals with the effect of exploiting background knowledge for improving an OMR (Optical Music Recognition) deep learning pipeline for transcribing medieval, monophonic, … |
Alexander Hartelt; F. Puppe; | Algorithms | 2022-06-22 |
| 1053 | Immersive Music Therapy for Elderly Patients Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The preliminary results of immersive virtual reality music therapy experiences are presented, carried out with people between ages of 72 and 96, residents of a nursing home, who … |
PABLO PÉREZ et. al. | ACM International Conference on Interactive Media … | 2022-06-21 |
| 1054 | Calliope: A Co-creative Interface for Multi-Track Music Generation IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Calliope is a web application for co-creative multi-track music composition (MMM) in the symbolic domain. It is built to facilitate the use of multi-track music machine (MMM). The … |
R. Tchemeube; Jeffrey John Ens; P. Pasquier; | Proceedings of the 14th Conference on Creativity and … | 2022-06-20 |
| 1055 | Novelty and Cultural Evolution in Modern Popular Music Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In order to uncover underlying patterns in cultural evolution, we examine the relationship between the established characteristics of different genres and styles, and the introduction of novel ideas that fuel this ongoing creative evolution. To understand how this dynamic plays out and shapes the cultural ecosystem, we compare musical artifacts to their contemporaries to identify novel artifacts, study the relationship between novelty and commercial success, and connect this to the changes in musical content that we can observe over time. |
Katherine O’Toole; Emőke-Ágnes Horvát; | arxiv-cs.CY | 2022-06-15 |
| 1056 | It’s Time for Artistic Correspondence in Music and Video IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present an approach for recommending a music track for a given video, and vice versa, based on both their temporal alignment and their correspondence at an artistic level. |
Didac Suris; Carl Vondrick; Bryan Russell; Justin Salamon; | arxiv-cs.MM | 2022-06-14 |
| 1057 | A Virtual Reality Volumetric Music Video: Featuring New Pagans Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music videos are short films that integrate songs and imagery produced for artistic and promotional purposes. Modern music videos apply various media capture techniques and … |
Gareth W. Young; Néill O’dwyer; A. Smolic; | Proceedings of the 13th ACM Multimedia Systems Conference | 2022-06-14 |
| 1058 | Self-Supervised Representation Learning With MUlti-Segmental Informational Coding (MUSIC) Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, we propose MUlti-Segmental Informational Coding (MUSIC) for self-supervised representation learning. |
Chuang Niu; Ge Wang; | arxiv-cs.CV | 2022-06-13 |
| 1059 | Music Deep Learning: A Survey on Deep Learning Methods for Music Processing Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Deep Learning has emerged as a powerful set of computational methods achieving great results in a variety of different tasks. Music signal processing, a field with rich commercial … |
L. ILIADIS et. al. | 2022 11th International Conference on Modern Circuits and … | 2022-06-08 |
| 1060 | It’s Time for Artistic Correspondence in Music and Video Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present an approach for recommending a music track for a given video, and vice versa, based on both their temporal alignment and their correspondence at an artistic level. |
Dídac Surís; Carl Vondrick; Bryan Russell; Justin Salamon; | cvpr | 2022-06-07 |
| 1061 | Cross-media Usage and Explorative Digital Music Consumption: An Optimum Stimulation-level Perspective and Evidence from China Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Based on a theoretical perspective of the optimum stimulation level (OSL), we investigate how the cross-media usage (multi-device and multi-app usage) of individual users … |
Sunghan Ryu; S. Dutta; Baizhu Chen; | New Media & Society | 2022-06-07 |
| 1062 | The Musical Arrow of Time — The Role of Temporal Asymmetry in Music and Its Organicist Implications Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Adopting a performer-centric perspective, we frequently encounter two statements: music flows, and music is life-like. |
Qi Xu; | arxiv-cs.SD | 2022-06-02 |
| 1063 | Co-creation and Ownership for AI Radio Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present Artificial.fm, a proof-of-concept casual creator that blends AI-music generation, subjective ratings, and personalized recommendation for the creation and curation of AI-generated music. |
Skylar Gordon; Robert Mahari; Manaswi Mishra; Ziv Epstein; | arxiv-cs.CY | 2022-06-01 |
| 1064 | Music Within Limits Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The creation of music relies heavily on, and is tightly intertwined with, mass production and industrialisation, making it virtually inseparable from many of the fundamental … |
Yann Seznec; | 2022 International Conference on ICT for Sustainability … | 2022-06-01 |
| 1065 | Elucidation of The Relationship Between A Song’s Spotify Descriptive Metrics and Its Popularity on Various Platforms Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The music industry and personal music consumption have evolved dramatically with the advent of streaming plat-forms. In this evolving landscape, there is considerable interest in … |
LAURA COLLEY et. al. | 2022 IEEE 46th Annual Computers, Software, and Applications … | 2022-06-01 |
| 1066 | The Contribution of Lyrics and Acoustics to Collaborative Understanding of Mood Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this work, we study the association between song lyrics and mood through a data-driven analysis. Our data set consists of nearly one million songs, with song-mood associations … |
Shahrzad Naseri; S. Reddy; Joana Correia; Jussi Karlgren; Rosie Jones; | ArXiv | 2022-05-31 |
| 1067 | Self-Supervised Music Motion Synchronization Learning for Music-Driven Conducting Motion Generation Related Papers Related Patents Related Grants Related Venues Related Experts View |
Fan Liu; Delong Chen; Rui-Zhi Zhou; Sai Yang; Feng Xu; | Journal of Computer Science and Technology | 2022-05-31 |
| 1068 | SUSing: SU-net for Singing Voice Synthesis IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we proposed SU-net for singing voice synthesis named SUSing. |
Xulong Zhang; Jianzong Wang; Ning Cheng; Jing Xiao; | arxiv-cs.SD | 2022-05-24 |
| 1069 | Singer Identification for Metaverse with Timbral and Middle-Level Perceptual Features IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: It means the music information is noise for using frame-level features to identify the singers. In this paper, instead of only the frame-level features, we propose to use another two features that address this problem. |
Xulong Zhang; Jianzong Wang; Ning Cheng; Jing Xiao; | arxiv-cs.SD | 2022-05-24 |
| 1070 | A Combined CNN-LSTM Network for Audio Emotion Recognition Using Speech and Song Attributs Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Audio emotion recognition is a very active topic. It has many applications in various domains like health care, information technology and defence. This paper presents a hybrid … |
Souha Ayadi; Z. Lachiri; | 2022 6th International Conference on Advanced Technologies … | 2022-05-24 |
| 1071 | MetaSID: Singer Identification with Domain Adaptation for Metaverse Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper proposes the use of the domain adaptation method to solve the live effect in singer identification. |
Xulong Zhang; Jianzong Wang; Ning Cheng; Jing Xiao; | arxiv-cs.SD | 2022-05-24 |
| 1072 | Machine Learning–based Modeling and Prediction of The Intrinsic Relationship Between Human Emotion and Music Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Human emotion is one of the most complex psychophysiological phenomena and has been reported to be affected significantly by music listening. It is supposed that there is an … |
Jun Su; Pengcheng Zhou; | ACM Transactions on Applied Perceptions (TAP) | 2022-05-23 |
| 1073 | A User-customized Automatic Music Composition System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper introduces an intelligent system which composes music following the users’ instructions. Current auto-matic music generation models are lack of stability. Meanwhile, … |
Fan Mo; Xiaoqiang Ji; Huihuan Qian; Yangsheng Xu; | 2022 International Conference on Robotics and Automation … | 2022-05-23 |
| 1074 | “Music Speaks”: Designing Lyrically Based Prompts for Discussion Topics in A Human Futures & Technology Course Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Hans Christian Anderson once said “when words fail, music speaks’’. Discussion prompts can be an important part of many computing courses, however, online discussions can often … |
Briana Bettin; | 2022 Conference on Research in Equitable and Sustained … | 2022-05-23 |
| 1075 | Source Separation By Steering Pretrained Music Models Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We use OpenAI�s Jukebox as the pretrained generative model, and we couple it with four kinds of pretrained music taggers (two architectures and two tagging datasets). |
E. Manilow; P. O�Reilly; P. Seetharaman; B. Pardo; | icassp | 2022-05-22 |
| 1076 | To Catch A Chorus, Verse, Intro, or Anything Else: Analyzing A Song with Structural Functions IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, explicitly identifying the function of each segment (e.g., �verse� or �chorus�) is rarely attempted, but has many applications. We introduce a multi-task deep learning framework to model these structural semantic labels directly from audio by estimating verseness, chorusness, and so forth, as a function of time. |
J. -C. Wang; Y. -N. Hung; J. B. L. Smith; | icassp | 2022-05-22 |
| 1077 | End-To-End Music Remastering System Using Self-Supervised And Adversarial Training Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Remastering follows the same technical process, in which the context lies in mastering a song for the times. As these tasks have high entry barriers, we aim to lower the barriers by proposing an end-to-end music remastering system that transforms the mastering style of input audio to that of the target. |
J. Koo; S. Paik; K. Lee; | icassp | 2022-05-22 |
| 1078 | Ambiguity Modelling with Label Distribution Learning for Music Classification Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we address the issue of ambiguity that can arise in many classification problems. |
M. Buisson; P. Alonso-Jim�nez; D. Bogdanov; | icassp | 2022-05-22 |
| 1079 | Automatic DJ Transitions with Differentiable Audio Effects and Generative Adversarial Networks Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we explore a data-driven approach that uses a generative adversarial network to create the song transition by learning from real-world DJ mixes. |
B. -Y. CHEN et. al. | icassp | 2022-05-22 |
| 1080 | Training Strategies for Automatic Song Writing: A Unified Framework Perspective Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a unified framework following the pre-training and fine-tuning paradigm to address all four ASW tasks with one model. |
T. Qian; J. Shi; S. Guo; P. Wu; Q. Jin; | icassp | 2022-05-22 |
| 1081 | Genre-Conditioned Long-Term 3D Dance Generation Driven By Music IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we focus on generating long-term 3D dance from music with a specific genre. |
Y. Huang; et al. | icassp | 2022-05-22 |
| 1082 | Enhancing Affective Representations Of Music-Induced Eeg Through Multimodal Supervision And Latent Domain Adaptation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper we extract efficient, personalized affective representations from EEG signals during music listening. |
K. Avramidis; C. Garoufis; A. Zlatintsi; P. Maragos; | icassp | 2022-05-22 |
| 1083 | A Melody-Unsupervision Model for Singing Voice Synthesis IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To address the issue, we propose a melody-unsupervision model that requires only audio-and-lyrics pairs without temporal alignment in training time but generates singing voice audio given a melody and lyrics input in inference time. |
S. Choi; J. Nam; | icassp | 2022-05-22 |
| 1084 | Bytecover2: Towards Dimensionality Reduction of Latent Embedding for Efficient Cover Song Identification IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose an up-graded version of ByteCover, termed ByteCover2, which further improves ByteCover in both identification performance and efficiency. |
X. Du; K. Chen; Z. Wang; B. Zhu; Z. Ma; | icassp | 2022-05-22 |
| 1085 | Hierarchical Classification of Singing Activity, Gender, and Type in Complex Music Recordings Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Traditionally, work on singing voice detection has focused on identifying singing activity in music recordings. In this work, our aim is to extend this task towards simultaneously detecting the presence of singing voice as well as determining singer gender and voice type. |
M. Krause; M. M�ller; | icassp | 2022-05-22 |
| 1086 | Genre-Conditioned Acoustic Models for Automatic Lyrics Transcription of Polyphonic Music IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we propose to transcribe the lyrics of polyphonic music using a novel genre-conditioned network. |
X. Gao; C. Gupta; H. Li; | icassp | 2022-05-22 |
| 1087 | Hierarchical Graph-Based Neural Network for Singing Melody Extraction Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a novel hierarchical graph-based network for singing melody extraction. |
S. Yu; X. Chen; W. Li; | icassp | 2022-05-22 |
| 1088 | Deep Augmented Music Algorithm for Data-Driven Doa Estimation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper introduces a new hybrid MB/DD DoA estimation architecture, based on the classical multiple signal classification (MUSIC) algorithm. |
J. P. Merkofer; G. Revach; N. Shlezinger; R. J. G. van Sloun; | icassp | 2022-05-22 |
| 1089 | S3T: Self-Supervised Pre-Training with Swin Transformer For Music Classification IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose S3T, a self-supervised pre-training method with Swin Transformer for music classification, aiming to learn meaningful music representations from massive easily accessible unlabeled music data. |
H. Zhao; C. Zhang; B. Zhu; Z. Ma; K. Zhang; | icassp | 2022-05-22 |
| 1090 | Upmixing Via Style Transfer: A Variational Autoencoder for Disentangling Spatial Images And Musical Content Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a modified variational autoencoder model that learns a latent space to describe the spatial images in multichannel music. |
H. YANG et. al. | icassp | 2022-05-22 |
| 1091 | Music Enhancement Via Image Translation and Vocoding IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Consumer-grade music recordings such as those captured by mobile devices typically contain distortions in the form of background noise, reverb, and microphone-induced EQ. This paper presents a deep learning approach to enhance low-quality music recordings by combining (i) an image-to-image translation model for manipulating audio in its mel-spectrogram representation and (ii) a music vocoding model for mapping synthetically generated mel-spectrograms to perceptually realistic waveforms. |
N. Kandpal; O. Nieto; Z. Jin; | icassp | 2022-05-22 |
| 1092 | Music Phrase Inpainting Using Long-Term Representation and Contrastive Loss IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, we tackle the problem of long-term, phrase-level symbolic melody inpainting by equipping a sequence prediction model with phrase-level representation (as an extra condition) and contrastive loss (as an extra optimization term). |
S. Wei; G. Xia; Y. Zhang; L. Lin; W. Gao; | icassp | 2022-05-22 |
| 1093 | Music Identification Using Brain Responses to Initial Snippets IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We examine EEG encoding of naturalistic musical patterns employing the NMED-T and MUSIN-G datasets. |
P. Pandey; G. Sharma; K. P. Miyapuram; R. Subramanian; D. Lomas; | icassp | 2022-05-22 |
| 1094 | Melons: Generating Melody With Long-Term Structure Using Transformers And Structure Graph IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose MELONS, a melody generation framework based on a graph representation of music structure which consists of eight types of bar-level relations. |
Y. ZOU et. al. | icassp | 2022-05-22 |
| 1095 | Deep Performer: Score-to-Audio Music Performance Synthesis IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Hence, we propose two new techniques for handling polyphonic inputs and providing a fine-grained conditioning in a transformer encoder-decoder model. |
H. -W. Dong; C. Zhou; T. Berg-Kirkpatrick; J. McAuley; | icassp | 2022-05-22 |
| 1096 | Audio-To-Symbolic Arrangement Via Cross-Modal Music Representation Learning Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Could we automatically derive the score of a piano accompaniment based on the audio of a pop song? This is the audio-to-symbolic arrangement problem we tackle in this paper. |
Z. Wang; D. Xu; G. Xia; Y. Shan; | icassp | 2022-05-22 |
| 1097 | Tonet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose TONet1, a plug-and-play model that improves both tone and octave perceptions by leveraging a novel input representation and a novel network architecture. |
K. CHEN et. al. | icassp | 2022-05-22 |
| 1098 | SleepGAN: Towards Personalized Sleep Therapy Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we take the first step towards generating personalized sleep therapy music. |
J. Yang; C. Min; A. Mathur; F. Kawsar; | icassp | 2022-05-22 |
| 1099 | Progressive Teacher-Student Training Framework for Music Tagging Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a progressive two-stage teacher-student training framework to prevent the music tagging model from overfitting label noise. |
R. LU et. al. | icassp | 2022-05-22 |
| 1100 | Design and Construction of Hybrid Music Recommendation System Integrating Music Gene Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In order to improve the effect of mixed music recommendation, this study combines music genes to construct a mixed music recommendation system. From the analysis of the complexity … |
Xuelin Zhao; | J. Electr. Comput. Eng. | 2022-05-18 |
| 1101 | The Power of Fragmentation: A Hierarchical Transformer Model for Structural Segmentation in Symbolic Music Generation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a hierarchical Transformer model to learn multi-scale contexts in music. |
Guowei Wu; Shipei Liu; Xiaoya Fan; | arxiv-cs.SD | 2022-05-17 |
| 1102 | Can Musical Encryption Be Both? A Survey of Music-based Ciphers Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The purpose of this article is to analyze the characteristics of a range of music-based ciphers (from the fifteenth to twentieth centuries) with respect to their intended goals … |
D. Code; | Cryptologia | 2022-05-16 |
| 1103 | CMelGAN: An Efficient Conditional Generative Model Based on Mel Spectrograms Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: There are many applications of machine learning in music, like the classifying the mood of a piece of music, conditional music generation, or popularity prediction. The goal for this project was to develop a genre-conditional generative model of music based on Mel spectrograms and evaluate its performance by comparing it to existing generative music models that use note-based representations. |
Tracy Qian; Jackson Kaunismaa; Tony Chung; | arxiv-cs.SD | 2022-05-15 |
| 1104 | Conditional Vector Graphics Generation for Music Cover Images Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: However, they belong to the highly sophisticated parametric space, which is a restriction for solving the task of synthesizing vector graphics by GANs. In this paper, we consider a specific application domain that softens this restriction dramatically allowing the usage of vector image synthesis. |
Valeria Efimova; Ivan Jarsky; Ilya Bizyaev; Andrey Filchenkov; | arxiv-cs.GR | 2022-05-15 |
| 1105 | Generating Tips from Song Reviews: A New Dataset and Framework Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we create a dataset named MTips for the task and propose a framework named GENTMS for automatically generating tips from song reviews. |
JINGYA ZANG et. al. | arxiv-cs.IR | 2022-05-14 |
| 1106 | Mobile Applications for Music Recommendation System Combined with Brainwave Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Listening to music in one’s life can help focus or relax, but inappropriate music can cause side effects. Moreover, listening to music or playing an instrument can promote memory … |
Rung-Ching Chen; Cheng-Yun Lin; Ming-Jheng Liou; Christine Dewi; | Proceedings of the 6th International Conference on Medical … | 2022-05-13 |
| 1107 | Bangla Music Lyrics Classification Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music is one of the most important factors of human lives. People express their inner thoughts, emotions and feelings with the combination of both lyrics and musical instruments. … |
Shafi Ahmed; Md Humaion Kabir Mehedi; Moh. Absar Rahman; Jawad Bin Sayed; | Proceedings of the 2022 8th International Conference on … | 2022-05-12 |
| 1108 | HSP Datasets: Insights on Song Popularity Prediction Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Estimating the success of a song before its release is an important music industry task. This work uses audio descriptors to predict the success (popularity) of a song, where … |
M. Vötter; Maximilian Mayerl; Günther Specht; Eva Zangerle; | Int. J. Semantic Comput. | 2022-05-12 |
| 1109 | Symphony Generation with Permutation Invariant Language Model IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we propose a permutation invariant language model, SymphonyNet, as a solution for symbolic symphony music generation. |
JIAFENG LIU et. al. | arxiv-cs.SD | 2022-05-10 |
| 1110 | Muskits: An End-to-End Music Processing Toolkit for Singing Voice Synthesis IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This paper introduces a new open-source platform named Muskits for end-to-end music processing, which mainly focuses on end-to-end singing voice synthesis (E2E-SVS). |
JIATONG SHI et. al. | arxiv-cs.SD | 2022-05-09 |
| 1111 | Analysis and Evaluation Research on The Construction of The Music Art Management Curriculum System Based on The Deep Learning Model Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In view of the fact that music courses are seldom offered in schools and lack of management, there are many problems in the management system of music and art. In order to improve … |
Shichang Hu; Lei Yang; | J. Sensors | 2022-05-09 |
| 1112 | Psychologically-Inspired Music Recommendation System Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Our goal is to find a way to integrate users’ personal traits and their current emotional state into a single music recommendation system with both collaborative and content-based filtering. |
Danila Rozhevskii; Jie Zhu; Boyuan Zhao; | arxiv-cs.IR | 2022-05-06 |
| 1113 | Brain Melody Interaction: Understanding Effects of Music on Cerebral Hemodynamic Responses Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music elicits strong emotional reactions in people, regardless of their gender, age or cultural background. Understanding the effects of music on brain activity can enhance … |
J. Rahman; Sabrina Caldwell; Richard Jones; Tom Gedeon; | Multimodal Technol. Interact. | 2022-05-04 |
| 1114 | Is The Algorithmic Kadison-Singer Problem Hard? Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We study the following $\mathsf{KS}_2(c)$ problem: let $c \in\mathbb{R}^+$ be some constant, and $v_1,\ldots, v_m\in\mathbb{R}^d$ be vectors such that $\|v_i\|^2\leq \alpha$ for any $i\in[m]$ and $\sum_{i=1}^m \langle v_i, x\rangle^2 =1$ for any $x\in\mathbb{R}^d$ with $\|x\|=1$. |
Ben Jourdan; Peter Macgregor; He Sun; | arxiv-cs.CC | 2022-05-04 |
| 1115 | Music Interpretation Analysis. A Multimodal Approach To Score-Informed Resynthesis of Piano Recordings Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: First, the main issue is identified in the understanding of how Music Information Processing (MIP) methods can take into consideration the influence of the acoustic context on the music performance. For this, a novel conceptual and mathematical framework named Music Interpretation Analysis (MIA) is presented. |
Federico Simonetta; | arxiv-cs.SD | 2022-05-02 |
| 1116 | New Method of Song Sentiment Classification Based on Neural Network Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In order to classify song text information more effectively, this paper proposes a new neural network classification model based on emotion vector. On the basis of Word2vec, a … |
Ying Yu; | 2022 IEEE 8th Intl Conference on Big Data Security on Cloud … | 2022-05-01 |
| 1117 | Efficient Online Learning to Rank for Sequential Music Recommendation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Nevertheless, these approaches can suffer from slow convergence as a result of their random exploration component and get stuck in local minima as a result of their session-agnostic exploitation component. To overcome these limitations, we propose a novel online learning to rank approach which efficiently explores the space of candidate recommendation models by restricting itself to the orthogonal complement of the subspace of previous underperforming exploration directions. |
Pedro Dalla Vecchia Chaves; Bruno L. Pereira; Rodrygo L. T. Santos; | www | 2022-04-29 |
| 1118 | Contrastive Learning with Positive-Negative Frame Mask for Music Representation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, those coarse-grained methods neglect some inessential or noisy elements at the frame level, which may be detrimental to the model to learn the effective representation of music. Towards this end, this paper proposes a novel Positive-nEgative frame mask for Music Representation based on the contrastive learning framework, abbreviated as PEMR. |
DONG YAO et. al. | www | 2022-04-29 |
| 1119 | Music Enhancement Via Image Translation and Vocoding IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Consumer-grade music recordings such as those captured by mobile devices typically contain distortions in the form of background noise, reverb, and microphone-induced EQ. This paper presents a deep learning approach to enhance low-quality music recordings by combining (i) an image-to-image translation model for manipulating audio in its mel-spectrogram representation and (ii) a music vocoding model for mapping synthetically generated mel-spectrograms to perceptually realistic waveforms. |
Nikhil Kandpal; Oriol Nieto; Zeyu Jin; | arxiv-cs.SD | 2022-04-28 |
| 1120 | Unaligned Supervision For Automatic Music Transcription in The Wild IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We introduce NoteEM, a method for simultaneously training a transcriber and aligning the scores to their corresponding performances, in a fully-automated process. |
Ben Maman; Amit H. Bermano; | arxiv-cs.SD | 2022-04-28 |
| 1121 | A New Interactive Music System By Fusion of Melody Morphing and Body Movements Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The fusion of music-information processing and human physical functions will enable new musical experiences to be created. We developed an interactive music system, which provides … |
Hiroyasu Miura; Masatoshi Hamanaka; | CHI Conference on Human Factors in Computing Systems … | 2022-04-27 |
| 1122 | The Melody of The Mysterious Stones: A VR Mindfulness Game Using Sound Spatialization Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Melody of Mysterious Stones is a VR meditation game that utilizes spatial audio technologies. One of the most common mindfulness exercises is to notice and observe five senses … |
Haven Kim; Jaeran Choi; Y. Doh; Juhan Nam; | CHI Conference on Human Factors in Computing Systems … | 2022-04-27 |
| 1123 | Variapsody: Creating Three Interactive Music Listening Experiences That Use Diversified Positive Emotion Regulation Strategies to Promote Subjective Well-being Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Over the past decade, initiatives to design for subjective well-being have gained increased attention and momentum in design research. These initiatives often draw from positive … |
Majed Bou Ghanem; Jungkyoon Yoon; | CHI Conference on Human Factors in Computing Systems … | 2022-04-27 |
| 1124 | AR Music Visualizers: Application Space and Design Guidelines Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music visualization has recently become a popular application of augmented-reality (AR) technology. However, despite their various designs and functionalities, their potential … |
Thitaree Tanprasert; Dongwook Yoon; | CHI Conference on Human Factors in Computing Systems … | 2022-04-27 |
| 1125 | SoundCells: Designing A Browser-based Music Technology for Braille and Print Notation IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Technologies for notating music pose usage barriers to blind and visually impaired musicians requiring many to overcome a significant learning curve and/or rely on complicated … |
W. Payne; Fabiha Ahmed; Michael Gardell; R. DuBois; Amy Hurst; | Proceedings of the 19th International Web for All Conference | 2022-04-25 |
| 1126 | Sounds and (Braille) Cells: Co-designing Music Technology with Blind and Visually Impaired Musicians Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music creation technologies often use highly visual representations of music and mouse/touch screen gestures for manipulating it. While graphic user interfaces can make music … |
W. Payne; | Proceedings of the 19th International Web for All Conference | 2022-04-25 |
| 1127 | SinTra: Learning An Inspiration Model from A Single Multi-track Music Segment Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose SinTra, an auto-regressive sequential generative model that can learn from a single multi-track music segment, to generate coherent, aesthetic, and variable polyphonic music of multi-instruments with an arbitrary length of bar. |
Qingwei Song; Qiwei Sun; Dongsheng Guo; Haiyong Zheng; | arxiv-cs.SD | 2022-04-21 |
| 1128 | A Selective Encryption/Decryption Method of Sensitive Music Usage History Information on Theme, Background and Signal Music Blockchain Network Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The theme, background, and signal music usage history information consists of general information such as music information, platform information, and music usage information, and … |
Youngmo Kim; Byeongchan Park; Seok-Yoon Kim; | J. Web Eng. | 2022-04-20 |
| 1129 | Cross-Cultural Examination of Music Sharing Intentions on Social Media: A Comparative Study in China and The United States Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The study of knowledge-sharing intentions has been well developed. However, little is known about the intention of sharing entertaining information on social media. In this study, … |
Qian Liu; Mengyu Luo; | International Journal of Human–Computer Interaction | 2022-04-20 |
| 1130 | Accessible Digital Musical Instruments in Special Educational Needs Schools – Design Considerations Based on 16 Qualitative Interviews with Music Teachers Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Accessible digital musical instruments (ADMIs) can provide access to active music-making to a broad range of people, including those who may experience different access barriers … |
Andreas Förster; | International Journal of Human–Computer Interaction | 2022-04-19 |
| 1131 | Research on The Teaching of Music Education in Colleges and Universities Under The Reflective Teaching Dimension Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Reflective teaching, that is, teaching reflection, is a teaching method that scholars have studied more and more, and its importance has attracted the attention of today’s … |
FEIYU WANG et. al. | Proceedings of the 7th International Conference on … | 2022-04-14 |
| 1132 | Identity Authentication Based on Music-Induced Autobiographical Memory EEG Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The need for identity authentication has become essential in various aspects of people’s life. In this paper, we propose a novel biometric authentication strategy based on … |
Xin Xu; Lan Jiang; Tingting Xu; | J. Circuits Syst. Comput. | 2022-04-13 |
| 1133 | Deep Conditional Representation Learning for Drum Sample Retrieval By Vocalisation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this study, we investigated the potential of conditional autoencoder models to learn informative features for Drum Sample Retrieval by Vocalisation (DSRV). |
Alejandro Delgado; Charalampos Saitis; Emmanouil Benetos; Mark Sandler; | arxiv-cs.SD | 2022-04-10 |
| 1134 | Genre-conditioned Acoustic Models for Automatic Lyrics Transcription of Polyphonic Music IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we propose to transcribe the lyrics of polyphonic music using a novel genre-conditioned network. |
Xiaoxue Gao; Chitralekha Gupta; Haizhou Li; | arxiv-cs.SD | 2022-04-07 |
| 1135 | Late Multimodal Fusion for Image and Audio Music Transcription IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this respect, multimodal image and audio music transcription comprises the challenge of effectively combining the information conveyed by image and audio modalities. In this work, we explore this question at a late-fusion level: we study four combination approaches in order to merge, for the first time, the hypotheses regarding end-to-end OMR and AMT systems in a lattice-based search space. |
María Alfaro-Contreras; Jose J. Valero-Mas; José M. Iñesta; Jorge Calvo-Zaragoza; | arxiv-cs.MM | 2022-04-06 |
| 1136 | Online Music Style Recognition Via Mobile Computing Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music is a widely used data format in the explosion of Internet information. Automatically identifying the style of online music in the Internet is an important and hot topic in … |
Lizhu Yuan; Yue Zhang; | Int. J. Mob. Comput. Multim. Commun. | 2022-04-01 |
| 1137 | How Can Generative Adversarial Networks Impact Computer Generated Art? Insights from Poetry to Melody Conversion Related Papers Related Patents Related Grants Related Venues Related Experts View |
Sakib Shahriar; Noora Al Roken; | Int. J. Inf. Manag. Data Insights | 2022-04-01 |
| 1138 | Streaming Media Music Classroom Teaching Mode and Effect Analysis Based on Audio Band Analysis Technology Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music teaching mode refers to the basic structure or framework of various types of music teaching activities under the guidance of certain music teaching ideas and music teaching … |
Huizhong Wang; | J. Sensors | 2022-03-31 |
| 1139 | Iranian Modal Music (Dastgah) Detection Using Deep Neural Networks Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we have implemented several deep neural networks to recognize Iranian modal music in seven highly correlated categories. |
Danial Ebrat; Farzad Didehvar; Milad Dadgar; | arxiv-cs.SD | 2022-03-29 |
| 1140 | Machine Composition of Korean Music Via Topological Data Analysis and Artificial Neural Network Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we present a way of machine composition that trains a machine the composition principle embedded in the given music data instead of directly feeding music pieces. |
Mai Lan Tran; Dongjin Lee; Jae-Hun Jung; | arxiv-cs.SD | 2022-03-29 |
| 1141 | Subjective Evaluation of Deep Learning Models for Symbolic Music Composition Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a subjective method to evaluate AI-based music composition systems by asking questions related to basic music principles to different levels of users based on their musical experience and knowledge. |
Carlos Hernandez-Olivan; Jorge Abadias Puyuelo; Jose R. Beltran; | arxiv-cs.SD | 2022-03-28 |
| 1142 | Automatic Song Translation for Tonal Languages IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose three criteria for effective AST — preserving meaning, singability and intelligibility — and design metrics for these criteria. |
FENFEI GUO et. al. | arxiv-cs.CL | 2022-03-24 |
| 1143 | An Interactive Music Infilling Interface for Pop Music Composition Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This work builds a max patch for interactive music infilling application with different levels of control, including track density/polyphony/occupation rate and bar tonal tension control. |
Rui Guo; | arxiv-cs.SD | 2022-03-23 |
| 1144 | CorpusVis: Visual Analysis of Digital Sheet Music Collections Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Bridging this gap, we contribute CorpusVis, an interactive visual workspace, enabling scalable and multi-faceted analysis. |
Matthias Miller; Julius Rauscher; Daniel A. Keim; Mennatallah El-Assady; | arxiv-cs.HC | 2022-03-23 |
| 1145 | Music Students’ Perception Towards Music Distance Learning Education During COVID-19 Pandemic: Cross-Sectional Study in Jordan Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: During COVID-19 pandemic countries have faced various levels of COVID-19 infection rates, and millions of students are affected by changing the educational process. However, many … |
Nedal Nsairat; H. Fakhouri; R. Alsawalqa; Faten Hamad; | Int. J. Interact. Mob. Technol. | 2022-03-22 |
| 1146 | Music Generation Using An LSTM Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Taking this into account, we provide a brief synopsis of the intuition, theory, and application of LSTMs in music generation, develop and present the network we found to best achieve this goal, identify and address issues and challenges faced, and include potential future improvements for our network. |
MICHAEL CONNER et. al. | arxiv-cs.SD | 2022-03-22 |
| 1147 | Expressive Communication: Evaluating Developments in Generative Models and Steering Interfaces for Music Creation IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: There is an increasing interest from ML and HCI communities in empowering creators with better generative models and more intuitive interfaces with which to control them. In … |
Ryan Louie; Jesse Engel; Cheng-Zhi Anna Huang; | 27th International Conference on Intelligent User Interfaces | 2022-03-22 |
| 1148 | Music Trend Prediction Based on Improved LSTM and Random Forest Algorithm Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: As one of the entertainment consumption products, pop music attracts more and more people’s attention. In the context of big data, many pop music listeners can determine the … |
Xiangli Liu; | J. Sensors | 2022-03-22 |
| 1149 | The Diversity of Music Recommender Systems Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: While the algorithms used by music streaming services to provide recommendations have often been studied in offline, isolated settings, little research has been conducted studying … |
Ian Baracskay; Donald J Baracskay III; Mehtab Iqbal; Bart P. Knijnenburg; | 27th International Conference on Intelligent User Interfaces | 2022-03-22 |
| 1150 | WeSinger: Data-augmented Singing Voice Synthesis with Auxiliary Losses IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we develop a new multi-singer Chinese neural singing voice synthesis (SVS) system named WeSinger. |
Zewang Zhang; Yibin Zheng; Xinhui Li; Li Lu; | arxiv-cs.SD | 2022-03-21 |
| 1151 | Speech and Music Separation Approaches – A Survey Related Papers Related Patents Related Grants Related Venues Related Experts View |
Mohaddeseh Mirbeygi; Aminollah Mahabadi; A. Ranjbar; | Multimedia Tools and Applications | 2022-03-14 |
| 1152 | Bi-Sampling Approach to Classify Music Mood Leveraging Raga-Rasa Association in Indian Classical Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper explores a novel framework to leverage the raga-rasa association in Indian classical Music to build an intelligent classifier and its application in music recommendation system based on user’s current mood and the mood they aspire to be in. |
MOHAN RAO B C et. al. | arxiv-cs.SD | 2022-03-13 |
| 1153 | Emotion Recognition of Chinese Traditional Folk Music Using An Assembling Machine Learning Method Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Various papers published recently about the emotion of western pop music, none have looked into how to describe Chinese traditional folk music. The accuracy of existing algorithms … |
Chaoyu Wang; Zijie Zheng; | Proceedings of the 2022 7th International Conference on … | 2022-03-11 |
| 1154 | Music Genre Classification and Feature Comparison Using ML Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: An essential feature of the music is the genre, which can be considered a high-level description of an individual piece of music. In this sense, genre as a music feature is … |
Zhengxin Qi; M. Rahouti; M. Jasim; N. Siasi; | Proceedings of the 2022 7th International Conference on … | 2022-03-11 |
| 1155 | The Relaxation Effect of Music and Natural Sounds Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the spread of the coronavirus infection in Japan, the suicide rate has increased. So, we thought that we want to take care of people’s mental health by using music. In … |
Hatta Hikaru; Shimojo Keijiro; Shima Okada; K. Hiromatsu; Nanako Takeda; | 2022 IEEE 4th Global Conference on Life Sciences and … | 2022-03-07 |
| 1156 | Music Generation Based on Emotional EEG Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Transforming electroencephalogram (EEG) into music has been playing an important role in social life. How to generate music that can express a certain emotion state is a challenge … |
Gang Luo; Hao Chen; Zhengxiu Li; M. Wang; | Proceedings of the 2022 6th International Conference on … | 2022-03-04 |
| 1157 | Audience Experiences of A Volumetric Virtual Reality Music Video Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music videos are short films that integrate songs and imagery and are produced for artistic and promotional purposes. Modern music videos apply various media capture techniques … |
Gareth W. Young; Néill O’dwyer; Matthew Moynihan; A. Smolic; | 2022 IEEE Conference on Virtual Reality and 3D User … | 2022-03-01 |
| 1158 | Jamming in MR: Towards Real-Time Music Collaboration in Mixed Reality Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Recent pandemic-related contact restrictions have made it difficult for musicians to meet in person to make music. As a result, there has been an increased demand for applications … |
R. SCHLAGOWSKI et. al. | 2022 IEEE Conference on Virtual Reality and 3D User … | 2022-03-01 |
| 1159 | Local Music Collectors in Cultural Heritage Organizations: Finding Joy Through Occupational Devotion Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Abstract:Local music collecting in cultural heritage organizations is a rich practice for the study of joy and information. This article examines the joyful and personally … |
Sean Luyk; Carolyn Doi; | Library Trends | 2022-03-01 |
| 1160 | Can We Predict The Billboard Music Chart Winner? Machine Learning Prediction Based on Twitter Artist-fan Interactions Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Billboard chart is a clear barometer for measuring a song’s success in the music industry. Therefore, a number of artists and affiliated marketers in the music industry have … |
Jihwan Aum; Jisu Kim; Eunil Park; | Behaviour & Information Technology | 2022-02-27 |
| 1161 | Use of Gaussian Process to Model, Predict and Explain Human Emotional Response to Chinese Traditional Music Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music listening is one of the most enigmatic of human mental phenomena; it not only triggers emotions but also changes our behavior. During the music session many people are … |
Jun Su; Pengcheng Zhou; | Adv. Complex Syst. | 2022-02-25 |
| 1162 | Pedestrian Dynamics in Single-File Movement Under Background Music with Different Tempos Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Large crowds are challenging the comfort and safety level of big cities, while music may be a potential method to improve pedestrian flow. This paper focuses on the influence of … |
GUANG ZENG et. al. | Adv. Complex Syst. | 2022-02-24 |
| 1163 | A Framework for Content-Based Search in Large Music Collections Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We address the problem of scalable content-based search in large collections of music documents. Music content is highly complex and versatile and presents multiple facets that … |
Tiange Zhu; Raphaël Fournier-S’niehotta; P. Rigaux; Nicolas Travers; | Big Data Cogn. Comput. | 2022-02-23 |
| 1164 | Introduction of Beat Oscillation to Improve The Performance of Music BCI Decoder Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A Brain-Computer Interface (BCI) is emerging as next-generation technology to overcome disabilities and human physical limitations. Recently, the BCI for language and music as … |
Youmin Shin; Jii Kwon; J. Kim; C. Chung; | 2022 10th International Winter Conference on Brain-Computer … | 2022-02-21 |
| 1165 | Enhancing Affective Representations of Music-Induced EEG Through Multimodal Supervision and Latent Domain Adaptation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper we extract efficient, personalized affective representations from EEG signals during music listening. |
Kleanthis Avramidis; Christos Garoufis; Athanasia Zlatintsi; Petros Maragos; | arxiv-cs.SD | 2022-02-20 |
| 1166 | Multimedia Programmes: Creating Computer Music to Enhance Creative Thinking Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Creative music skills promote much more divergent thinking perceived as a key element of creativity. The current research examines how music-making software enhances creative … |
Y. Cheng; | Interactive Learning Environments | 2022-02-18 |
| 1167 | Chord-Conditioned Melody Harmonization with Controllable Harmonicity Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: Melody harmonization has long been closely associated with chorales composed by Johann Sebastian Bach. Previous works rarely emphasised chorale generation conditioned on chord … |
Shangda Wu; Xiaobing Li; Maosong Sun; | arxiv-cs.SD | 2022-02-16 |
| 1168 | Automatic Song Indexing By Predicting Listener’s Emotion Using EEG Correlates and Multi-neural Networks Related Papers Related Patents Related Grants Related Venues Related Experts View |
Pranesh Gonegandla; M. Kolekar; | Multimedia Tools and Applications | 2022-02-16 |
| 1169 | Learning Long-term Music Representations Via Hierarchical Contextual Constraints Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a novel approach to learn long-term symbolic music representations through contextual constraints. |
Shiqi Wei; Gus Xia; | arxiv-cs.SD | 2022-02-12 |
| 1170 | Deep Performer: Score-to-Audio Music Performance Synthesis IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Hence, we propose two new techniques for handling polyphonic inputs and providing a fine-grained conditioning in a transformer encoder-decoder model. |
Hao-Wen Dong; Cong Zhou; Taylor Berg-Kirkpatrick; Julian McAuley; | arxiv-cs.SD | 2022-02-12 |
| 1171 | MusIAC: An Extensible Generative Framework for Music Infilling Applications with Multi-level Control IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present a novel music generation framework for music infilling, with a user friendly interface. |
Rui Guo; Ivor Simpson; Chris Kiefer; Thor Magnusson; Dorien Herremans; | arxiv-cs.AI | 2022-02-11 |
| 1172 | Design of Music Training Assistant System Based on Artificial Intelligence IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In order to improve the input accuracy and response speed of music training, this paper designs an intelligent assistant system. The architecture is divided into infrastructure … |
Hua Zhihan; Liang Yuan; Tao Jin; | EAI Endorsed Trans. Scalable Inf. Syst. | 2022-02-11 |
| 1173 | The HaMSE Ontology: Using Semantic Technologies to Support Music Representation Interoperability and Musicological Analysis Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this research, we propose HaMSE, an ontology capable of describing musical features that can assist musicological research. |
Andrea Poltronieri; Aldo Gangemi; | arxiv-cs.SD | 2022-02-11 |
| 1174 | Barwise Compression Schemes for Audio-Based Music Structure Analysis Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: More specifically, under the hypothesis that MSA is correlated with similarities occurring at the bar scale, this article introduces the use of linear and non-linear compression schemes on barwise audio signals. |
Axel Marmoret; Jérémy E. Cohen; Frédéric Bimbot; | arxiv-cs.SD | 2022-02-10 |
| 1175 | Research on The Architecture of Digital Song and Dance Costume Design System Based on Intelligent Deep Learning Algorithm Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In order to improve the intelligence and reliability of song and dance costume design, this article combines the intelligent deep learning algorithm to improve the digital costume … |
Wenli Wang; | J. Sensors | 2022-02-07 |
| 1176 | DanceFormer: Music Conditioned 3D Dance Generation with Parametric Motion Transformer IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we reformulate it by a two-stage process, i.e., a key pose generation and then an in-between parametric motion curve prediction, where the key poses are easier to be synchronized with the music beats and the parametric curves can be efficiently regressed to render fluent rhythm-aligned movements. |
Buyu Li; Yongchi Zhao; Shi Zhelun; Lu Sheng; | aaai | 2022-02-07 |
| 1177 | Learning to Generate Emotional Music Correlated with Music Structure Features Related Papers Related Patents Related Grants Related Venues Related Experts View |
Lin Ma; Wei Zhong; Xin Ma; Long Ye; Qin Zhang; | Cogn. Comput. Syst. | 2022-02-04 |
| 1178 | Musical Audio Similarity with Self-supervised Convolutional Neural Networks Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We have built a music similarity search engine that lets video producers search by listenable music excerpts, as a complement to traditional full-text search. |
Carl Thomé; Sebastian Piwell; Oscar Utterbäck; | arxiv-cs.SD | 2022-02-04 |
| 1179 | Melody Extraction from Polyphonic Music By Deep Learning Approaches: A Review Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, an attempt has been made to review the up-to-date data-driven deep learning approaches for melody extraction from polyphonic music. |
Gurunath Reddy M; K. Sreenivasa Rao; Partha Pratim Das; | arxiv-cs.SD | 2022-02-02 |
| 1180 | Analysis of Multimedia Teaching Path of Popular Music Based on Multiple Intelligence Teaching Mode Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Pop music multimedia is one of the popular digital pop music types. Based on the multiple intelligences teaching model, a multimedia multiple intelligences teaching method of … |
Dongfang Wang; | Adv. Multim. | 2022-01-28 |
| 1181 | Dual Learning Music Composition and Dance Choreography Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a novel extension, where we jointly model both tasks in a dual learning approach. |
Shuang Wu; Zhenguang Li; Shijian Lu; Li Cheng; | arxiv-cs.SD | 2022-01-28 |
| 1182 | Exploring Spatial Variations of US Rock Music Concerts in Relation to Population Demographics and Leisure and Hospitality Industry Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Rock music is an integral part of American culture. This paper presents a study of sensing and analysing over 57,000 rock music live performances between 2007 and 2017. Spatial … |
Tianyu Li; | Annals of GIS | 2022-01-27 |
| 1183 | Understanding and Compressing Music with Maximal Transformable Patterns Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present a polynomial-time algorithm that discovers all maximal patterns in a point set, $D\subset\mathbb{R}^k$, that are related by transformations in a user-specified class, $F$, of bijections over $\mathbb{R}^k$. |
David Meredith; | arxiv-cs.LG | 2022-01-26 |
| 1184 | FIGARO: Generating Symbolic Music with Fine-Grained Artistic Control IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We propose the self-supervised description-to-sequence task, which allows for fine-grained controllable generation on a global level. |
Dimitri von Rütte; Luca Biggio; Yannic Kilcher; Thomas Hofmann; | arxiv-cs.SD | 2022-01-26 |
| 1185 | Diversity in The Music Listening Experience: Insights from Focus Group Interviews Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Albeit several works have proposed new techniques for developing diversity-aware recommendations, little is known about how people perceive diversity while interacting with music recommendations. |
Lorenzo Porcaro; Emilia Gómez; Carlos Castillo; | arxiv-cs.HC | 2022-01-25 |
| 1186 | Explainability in Music Recommender Systems IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this article, we discuss how explainability can be addressed in the context of MRSs. |
DARIUS AFCHAR et. al. | arxiv-cs.LG | 2022-01-25 |
| 1187 | Multimedia Pop Music Teaching Model Integrating Semifinished Teaching Strategies Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In order to improve the effect of popular music teaching, this paper combines the intelligent music frame feature recognition technology and the semifinished product teaching … |
Kangtan Dong; | Adv. Multim. | 2022-01-22 |
| 1188 | A Survey of Music Emotion Recognition IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View |
Donghong Han; Yanru Kong; Jiayi Han; Guoren Wang; | Frontiers of Computer Science | 2022-01-22 |
| 1189 | Audio-Oriented Video Interpolation Using Key Pose Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper describes a deep learning-based method for long-term video interpolation that generates intermediate frames between two music performance videos of a person playing a … |
Takayuki Nakatsuka; Yukitaka Tsuchiya; Masatoshi Hamanaka; S. Morishima; | Int. J. Pattern Recognit. Artif. Intell. | 2022-01-22 |
| 1190 | Can Machines Generate Personalized Music? A Hybrid Favorite-aware Method for User Preference Music Transfer Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: User preference music transfer (UPMT) is a new problem in music style transfer that can be applied to many scenarios but remains understudied. … |
Zhejing Hu; Yan Liu; Gong Chen; Yongxu Liu; | arxiv-cs.SD | 2022-01-20 |
| 1191 | Opencpop: A High-Quality Open Source Chinese Popular Song Corpus for Singing Voice Synthesis IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper introduces Opencpop, a publicly available high-quality Mandarin singing corpus designed for singing voice synthesis (SVS). |
YU WANG et. al. | arxiv-cs.SD | 2022-01-19 |
| 1192 | Improved Self‐attentive Musical Instrument Digital Interface Content‐based Music Recommendation System IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Automatic music recommendation is an open research problem that has seen much work in recent years. A common and successful music recommendation approach is collaborative … |
Naina Yadav; Anil Kumar Singh; Sukomal Pal; | Computational Intelligence | 2022-01-19 |
| 1193 | Unveiling Music Genre Structure Through Common-interest Communities Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Using a dataset of more than 90,000 metal music reviews written by over 9,000 users in a period of 15 years, we analyse the genre structure of metal music with the aid of review text information. |
Zhiheng Jiang; Hoai Nguyen Huynh; | arxiv-cs.SI | 2022-01-18 |
| 1194 | A Novel Multi-Task Learning Method for Symbolic Music Emotion Recognition IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we present a simple multi-task framework for SMER, which incorporates the emotion recognition task with other emotion-related auxiliary tasks derived from the intrinsic structure of the music. |
Jibao Qiu; C. L. Philip Chen; Tong Zhang; | arxiv-cs.SD | 2022-01-15 |
| 1195 | ‘Don’t Mess with My Algorithm’: Exploring The Relationship Between Listeners and Automated Curation and Recommendation on Music Streaming Services IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Given access to huge online collections of music on streaming platforms such as Spotify or Apple Music, users have become increasingly reliant on algorithmic recommender systems … |
Sophie Freeman; M. Gibbs; Bjørn Nansen; | First Monday | 2022-01-11 |
| 1196 | Correlation Analysis Between Cultural Differences and Normal Music Perception Based on Embedded Voice Multisensor Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In order to effectively improve the sense of difference brought by the extracorporeal machine to users and minimize the related derived problems, the implementation based on … |
Zhuo Wang; Zhenjiang Zhao; Lujia Wei; | J. Sensors | 2022-01-10 |
| 1197 | Augmenting Digital Sheet Music Through Visual Analytics Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music analysis tasks, such as structure identification and modulation detection, are tedious when performed manually due to the complexity of the common music notation (CMN). … |
Matthias Miller; Daniel Fürst; H. Hauptmann; D. Keim; Mennatallah El-Assady; | Computer Graphics Forum | 2022-01-05 |
| 1198 | Merged Pitch Histograms and Pitch-duration Histograms Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: : The traditional pitch histogram and various features extracted from it play a pivotal role in music information retrieval. In the research on songs, especially applying pitch … |
Hui Liu; Tingting Xue; Tanja Schultz; | Signal Processing and Multimedia Applications | 2022-01-01 |
| 1199 | BMNet-5: A Novel Approach of Neural Network to Classify The Genre of Bengali Music Based on Audio Features IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music genre classification (MGC) is the process of putting genre labels on music by analyzing the sounds or words. With the rapid growth of music data repositories, MGC can be … |
KHAN MD HASIB et. al. | IEEE Access | 2022-01-01 |
| 1200 | Fostering Computational Thinking in Undergraduated Music Conservatory Students Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: : This paper presents and discusses the syllabus of a music technology course at undergraduate level in a Music Conservatory. The aim of the course is to introduce the students to … |
M. Mandanici; | International Conference on Computer Supported Education | 2022-01-01 |
| 1201 | Graph-Based Attentive Sequential Model With Metadata for Music Recommendation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Massive music data and diverse listening behaviors have caused great difficulties for existing methods in user-personalized recommendation scenarios. Most previous music … |
He Weng; Jianjiang Chen; Dongjing Wang; X. Zhang; Dongjin Yu; | IEEE Access | 2022-01-01 |
| 1202 | A Sequence-to-Sequence Framework Based on Transformer With Masked Language Model for Optical Music Recognition Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Optical music recognition technology is of great significance in the development of the digital music. In recent years, the convolutional recurrent neural network framework with … |
Cuihong Wen; Longjiao Zhu; | IEEE Access | 2022-01-01 |
| 1203 | Augmented Tensor MUSIC for DOA Estimation Using Nested Acoustic Vector-Sensor Array Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Nested acoustic vector sensor (AVS) arrays have attracted growing interest, and their performance can be further improved by assembling AVSs with spatially separated (SS) … |
Xinghao Qu; Yi Lou; Yunjiang Zhao; Yinheng Lu; Gang Qiao; | IEEE Signal Processing Letters | 2022-01-01 |
| 1204 | Measuring The Structural Complexity of Music: From Structural Segmentations to The Automatic Evaluation of Models for Music Generation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Composing musical ideas longer than motifs or figures is still rare in music generated by machine learning methods, a problem that is commonly referred to as the lack of long-term … |
Jacopo de Berardinis; A. Cangelosi; E. Coutinho; | IEEE/ACM Transactions on Audio, Speech, and Language … | 2022-01-01 |
| 1205 | A Fuzzy Training Framework for Controllable Sequence-to-Sequence Generation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The generation of music lyrics by artificial intelligence (AI) is frequently modeled as a language-targeted sequence-to-sequence generation task. Formally, if we convert the … |
JIAJIA LI et. al. | IEEE Access | 2022-01-01 |
| 1206 | An Approach to Discover Similar Musical Patterns Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: An algorithm has been developed to find the similarity between given songs. The song pattern similarity has been determined by knowing the note structures and the fundamental … |
S. Chakrabarty; Ruhul Islam; Emil Pricop; H. Sarma; | IEEE Access | 2022-01-01 |
| 1207 | A Song of Digitization and Law – Design Requirements for A Digitization Check of The Legislative Process Related Papers Related Patents Related Grants Related Venues Related Experts View |
Michael Koddebusch; Sebastian Halsbenning; Lennart Laude; Vivien Voss; Jörg Becker; | Electronic Participation | 2022-01-01 |
| 1208 | MIC_FuzzyNET: Fuzzy Integral Based Ensemble for Automatic Classification of Musical Instruments From Audio Signals Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music has been an integral part of the history of humankind with theories suggesting it is more antediluvian than speech itself. Music is an ordered succession of tones and … |
KARAM KUMAR SAHOO et. al. | IEEE Access | 2022-01-01 |
| 1209 | Learning to Automatically Generating Genre-Specific Song Lyrics: A Comparative Study Related Papers Related Patents Related Grants Related Venues Related Experts View |
Tze Huat Tee; Belicia Qiao Bei Yeap; Gan Keng Hoon; T. Tan; | Iberoamerican Conference on Knowledge Graphs and Semantic … | 2022-01-01 |
| 1210 | Musical Success in The United States and Brazil: Novel Datasets and Temporal Analyses Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: . Music is not only a worldwide essential cultural industry but also one of the most dynamic. The increasing volume of complex music-related data defines new challenges and … |
GABRIEL P. OLIVEIRA et. al. | J. Inf. Data Manag. | 2022-01-01 |
| 1211 | Multi-Source DoA Estimation of EM Waves Impinging Spherical Antenna Array With Unknown Mutual Coupling Using Relative Signal Pressure Based Multiple Signal Classification Approach IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: !Spherical antenna array (SAA) is a configuration that scans almost all the radiation sphere with constant directivity. It finds applications in spacecraft and satellite … |
O. J. Famoriji; T. Shongwe; | IEEE Access | 2022-01-01 |
| 1212 | Music Emotion Recognition Method Based on Multi Feature Fusion Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Software that can correlate musical changes in an audio recording of a song with perceived emotional content would be useful across the music industry, particularly in terms of … |
Yali Zhang; | Int. J. Arts Technol. | 2022-01-01 |
| 1213 | Computationally Efficient Dilated Convolutional Model for Melody Extraction Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper we propose a dilated convolutional model for music melody extraction. Taking variable-q transforms (VQTs) as inputs, it first uses consecutive layers of convolution … |
Xian Wang; Lingqiao Liu; Javen Qinfeng Shi; | IEEE Signal Processing Letters | 2022-01-01 |
| 1214 | Ontology for Analytic Claims in Music Related Papers Related Patents Related Grants Related Venues Related Experts View |
Emilio M. Sanfilippo; R. Freedman; | Symposium on Advances in Databases and Information Systems | 2022-01-01 |
| 1215 | Translating Melody to Chord: Structured and Flexible Harmonization of Melody with Transformer IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Recent deep learning approaches for melody harmonization have achieved remarkable performance by overcoming the uneven chord distributions of music data. However, most of these … |
Seungyeon Rhyu; Hyeonseok Choi; Sarah Kim; Kyogu Lee; | IEEE Access | 2022-01-01 |
| 1216 | Multitrack Music Transformer: Learning Long-Term Dependencies in Music with Diverse Instruments Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Existing approaches for generating multitrack music with transformer models have been limited to either a small set of instruments or short music segments. This is partly due to … |
Hao-Wen Dong; K. Chen; S. Dubnov; Julian McAuley; Taylor Berg-Kirkpatrick; | ArXiv | 2022-01-01 |
| 1217 | Visualization of Tonal Harmony for Jazz Lead Sheets Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Jazz improvisation is the extemporaneous expression of melody, and musicians commonly base their performances on chord progressions given by lead sheets. It is standard practice … |
W. Aigner; C. Bunks; Tillman Weyde; A. Slingsby; J. Wood; | Eurographics Conference on Visualization | 2022-01-01 |
| 1218 | A Song Can Do That: An Emotion Induction Study for The Development of Intelligent Emotion-Aware Systems Related Papers Related Patents Related Grants Related Venues Related Experts View |
F. D. Simone; R. Presta; | Intelligent Systems with Applications | 2022-01-01 |
| 1219 | Real-Time MIR Algorithms for Music-Reactive Game World Generation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In music education, an important learning objective is to acquire a sense of rhythm and melody, e.g., by tapping or singing along to a musical performance. In this context, music … |
Peter Meier; Simon J. Schwär; Sebastian Rosenzweig; Meinard Müller; | Message Understanding Conference | 2022-01-01 |
| 1220 | Self-Supervised Learning of Music-Dance Representation Through Explicit-Implicit Rhythm Synchronization Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Although audio-visual representation has been proved to be applicable in many downstream tasks, the representation of dancing videos, which is more specific and always accompanied … |
Jiashuo Yu; Junfu Pu; Ying Cheng; Rui Feng; Ying Shan; | ArXiv | 2022-01-01 |
| 1221 | ATRemix: An Auto-tune Remix Dataset for Singer Recognition Related Papers Related Patents Related Grants Related Venues Related Experts View |
LIFANG WANG et. al. | Chinese Conference on Biometric Recognition | 2022-01-01 |
| 1222 | Embedding-based Next Song Recommendation for Playlists Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: . In recent years, music storage and consumption has shifted massively to digital platforms, where large-scale libraries of songs are stored along with their metadata. As a … |
Raphaël Romero; T. D. Bie; | ESANN 2022 proceedings | 2022-01-01 |
| 1223 | Self-Supervised Contrastive Learning for Singing Voices IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: This study introduces self-supervised contrastive learning to acquire feature representations of singing voices. To acquire robust representations in an unsupervised manner, … |
Hiromu Yakura; Kento Watanabe; Masataka Goto; | IEEE/ACM Transactions on Audio, Speech, and Language … | 2022-01-01 |
| 1224 | Temporal Planning-Based Choreography from Music Related Papers Related Patents Related Grants Related Venues Related Experts View |
Yuechang Liu; Dongbo Xie; Hankui Zhuo; Liqian Lai; Zhimin Li; | Chinese Conference on Computer Supported Cooperative Work … | 2022-01-01 |
| 1225 | U-Singer: Multi-Singer Singing Voice Synthesizer That Controls Emotional Intensity Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We propose U-Singer, the first multi-singer emotional singing voice synthesizer that expresses various levels of emotional intensity. During synthesizing singing voices according … |
Sungjae Kim; Kihyun Na; C. Lee; Jehyeon An; Injung Kim; | ArXiv | 2022-01-01 |
| 1226 | Singer Diarization for Polyphonic Music With Unison Singing Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper introduces a new framework for singer diarization, which is a technique to reveal who sings when in songs with multiple singers. Although various techniques have been … |
Hitoshi Suda; D. Saito; Satoru Fukayama; Tomoyasu Nakano; Masataka Goto; | IEEE/ACM Transactions on Audio, Speech, and Language … | 2022-01-01 |
| 1227 | RECAP: Retrieval Augmented Music Captioner Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the prevalence of stream media platforms serving music search and recommendation, interpreting music by understanding audio and lyrics interactively has become an important … |
Zihao He; Weituo Hao; Xuchen Song; | ArXiv | 2022-01-01 |
| 1228 | Recurrent Neural Networks for Music Genre Classification Related Papers Related Patents Related Grants Related Venues Related Experts View |
Chaitanya Kakarla; Vidyashree Eshwarappa; Lakshmi Babu Saheer; Mahdi Maktabdar Oghaz; | SGAI Conferences | 2022-01-01 |
| 1229 | SteelyGAN: Semantic Unsupervised Symbolic Music Genre Transfer Related Papers Related Patents Related Grants Related Venues Related Experts View |
Zhaoxu Ding; Xiang Liu; Guoqiang Zhong; D. Wang; | Chinese Conference on Pattern Recognition and Computer … | 2022-01-01 |
| 1230 | Music To Improve Health: The Cantico Project Related Papers Related Patents Related Grants Related Venues Related Experts View |
FEDERICA ARPAIA et. al. | FNC/MobiSPC/SEIT | 2022-01-01 |
| 1231 | Hypercube + Rubik’s Cube + Music = HyperCubeHarmonic Related Papers Related Patents Related Grants Related Venues Related Experts View |
Maria Mannone; T. Yoshino; Pascal Chiu; Y. Kitamura; | Mathematics and Computation in Music | 2022-01-01 |
| 1232 | Benford’s Law and Music Note Frequencies Related Papers Related Patents Related Grants Related Venues Related Experts View |
S. Nelson; Brian Wickman; J. Null; Eric Gazin; | Mathematics and Computation in Music | 2022-01-01 |
| 1233 | Hybrid Context-Content Based Music Recommendation System Related Papers Related Patents Related Grants Related Venues Related Experts View |
Victor Omowonuola; Bryce Wilkerson; S. Kher; | Future Technologies Conference | 2022-01-01 |
| 1234 | Fonts That Fit The Music: A Multi-Modal Design Trend Analysis of Lyric Videos Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Lyric videos, or kinetic typography videos, are music videos showing lyric text in synchronization with the music. The purpose of this paper is to quantitatively and qualitatively … |
Daichi Haraguchi; S. Sakaguchi; Jun Kato; Masataka Goto; Seiichi Uchida; | IEEE Access | 2022-01-01 |
| 1235 | Emotion Identification from Tamil Song Lyrics Using Machine Learning Algorithms Related Papers Related Patents Related Grants Related Venues Related Experts View |
M. Rajasekar; A. Geetha; | ICACIS | 2022-01-01 |
| 1236 | Deep Learning and Knowledge Integration for Music Audio Analysis (Dagstuhl Seminar 22082) Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Given the increasing amount of digital music, the development of computational tools that allow users to find, organize, analyze, and interact with music has become central to the … |
Meinard Müller; Rachel M. Bittner; Juhan Nam; | Dagstuhl Reports | 2022-01-01 |
| 1237 | Research on Intelligent Interactive Music Information Based on Visualization Technology Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Combining images with music is a music visualization to deepen the knowledge and understanding of music information. This study briefly introduced the concept of music … |
Ningjie Liao; | Journal of Intelligent Systems | 2022-01-01 |
| 1238 | InverseMV: Composing Piano Scores with A Convolutional Video-Music Transformer Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Therefore, we propose a novel attention-based model VMT (Video-Music Transformer) that automatically generates piano scores from video frames. |
Chin-Tung Lin; Mu Yang; | arxiv-cs.LG | 2021-12-31 |
| 1239 | Evaluating Deep Music Generation Methods Using Data Augmentation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We analyse music samples generated by three models — SampleRNN, Jukebox, and DDSP — and employ a homogeneous framework across all methods to allow for objective comparison. |
TOBY GODWIN et. al. | arxiv-cs.SD | 2021-12-31 |
| 1240 | Audio-to-symbolic Arrangement Via Cross-modal Music Representation Learning Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This is the audio-to-symbolic arrangement problem we tackle in this paper. |
Ziyu Wang; Dejing Xu; Gus Xia; Ying Shan; | arxiv-cs.SD | 2021-12-30 |
| 1241 | On Skipping Behaviour Types in Music Streaming Sessions IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we investigate different behaviours during entire listening sessions with regards to the users’ session-based skipping activity. |
Francesco Meggetto; Crawford Revie; John Levine; Yashar Moshfeghi; | cikm | 2021-12-30 |
| 1242 | Explorative Visual Analysis of Rap Music Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Detecting references and similarities in music lyrics can be a difficult task. Crowdsourced knowledge platforms such as Genius. can help in this process through user-annotated … |
C. Meinecke; Ahmad Dawar Hakimi; S. Jänicke; | Inf. | 2021-12-28 |
| 1243 | An Analysis of Three Pricing Strategies for Digital Music Products Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Digital music albums can be sold either as singles or as a full album, which is not an option for selling physical music products. This paper investigates three pricing strategies … |
Jingxian Chen; Liang Liang; Samar K. Mukhopadhyay; Dong-qing Yao; | Journal of the Operational Research Society | 2021-12-23 |
| 1244 | Exploring Key Competencies and Professional Development of Music Teachers in Primary Schools in The Era of Artificial Intelligence IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Artificial intelligence (AI) has introduced new era elements to the connotation of key competencies and professional development of music teachers in primary schools. The … |
Xiantong Zhao; Zhenjie Guo; Shanqin Liu; | Sci. Program. | 2021-12-23 |
| 1245 | Artificial Intelligence Technology Assisted Music Teaching Design IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the continuous improvement of the global economic level and scientific level, information technology has penetrated into all fields of people’s life. Today, the strategy of … |
Dandan Dai; | Sci. Program. | 2021-12-21 |
| 1246 | Generating Chord Progression from Melody with Flexible Harmonic Rhythm and Controllable Harmonic Density Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: While previous neural network-based systems have been successful in producing chord progressions for given melodies, they have not adequately addressed controllable melody harmonization, nor have they focused on generating harmonic rhythms with flexibility in the rates or patterns of chord changes. This paper presents AutoHarmonizer, a novel system for harmonic density-controllable melody harmonization with such a flexible harmonic rhythm. |
Shangda Wu; Yue Yang; Zhaowen Wang; Xiaobing Li; Maosong Sun; | arxiv-cs.SD | 2021-12-21 |
| 1247 | I Keep Counting: An Experiment in Human/AI Co-creative Songwriting Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Musical co-creativity aims at making humans and computers collaborate to compose music. As an MIR team in computational musicology, we experimented with co-creativity when writing … |
G. Micchi; Louis Bigo; Mathieu Giraud; R. Groult; Florence Levé; | Trans. Int. Soc. Music. Inf. Retr. | 2021-12-21 |
| 1248 | Application of The Theory of Brainstorming in Visual Teaching of Music Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Visual teaching is a teaching method or teaching tool that presents a clearer and more intuitive image of music works to students. Drawing on the theory of brainstorming, this … |
Nan Lin; Jiannan Li; | Int. J. Emerg. Technol. Learn. | 2021-12-21 |
| 1249 | EmotionBox: A Music-element-driven Emotional Music Generation System Using Recurrent Neural Network Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents EmotionBox -an music-element-driven emotional music generator that is capable of composing music given a specific emotion, where this model does not require a music dataset labeled with emotions. |
KAITONG ZHENG et. al. | arxiv-cs.SD | 2021-12-15 |
| 1250 | Can A Machine Win A Grammy? An Evaluation of AI-generated Song Lyrics Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Through lyrics, pitch, and rhythm, music is a natural way of expressing one’s thoughts. As one of the essential music composition elements, lyrics’ composition is complicated as … |
Junlan Lu; Magdalini Eirinaki; | 2021 IEEE International Conference on Big Data (Big Data) | 2021-12-15 |
| 1251 | Embedding-based Music Emotion Recognition Using Composite Loss Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We propose an embedding-based music emotion recognition approach that associates music samples with emotions in a common embedding space by considering both general emotional categories and fine-grained discrimination within each category. |
Naoki Takashima; Frédéric Li; Marcin Grzegorzek; Kimiaki Shirahama; | arxiv-cs.SD | 2021-12-14 |
| 1252 | Vibrato Learning in Multi-Singer Singing Voice Synthesis Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Decent vibratos are a trait of good vocal training, often associated with perceived level of singing skill. In this paper we present a system for multi-singer singing voice … |
Ruolan Liu; Xue Wen; Chunhui Lu; Liming Song; June Sig Sung; | 2021 IEEE Automatic Speech Recognition and Understanding … | 2021-12-13 |
| 1253 | Automatic Synthesis Technology of Music Teaching Melodies Based on Recurrent Neural Network IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Computer music creation boasts broad application prospects. It generally relies on artificial intelligence (AI) and machine learning (ML) to generate the music score that matches … |
Yingxue Zhang; Zhe Li; | Sci. Program. | 2021-12-09 |
| 1254 | Context-Aware Music Recommender Systems for Groups: A Comparative Study Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Nowadays, recommender systems are present in multiple application domains, such as e-commerce, digital libraries, music streaming services, etc. In the music domain, these systems … |
Adrián Valera; Á. L. Murciego; M. M. García; | Inf. | 2021-12-07 |
| 1255 | The Artificial Synesthete: Image-melody Translations with Variational Autoencoders Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Abstract This project presents a system of neural networks to translate between images and melodies. |
Karl Wienand; Wolfgang M. Heckl; | arxiv-cs.CV | 2021-12-06 |
| 1256 | Research on Multimodal Music Emotion Recognition Method Based on Image Sequence Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The work of music performance system is to control the light change by identifying the emotional elements of music. Therefore, once the identification error occurs, it will not be … |
Zhao Yu; | Sci. Program. | 2021-12-06 |
| 1257 | Malakai: Music That Adapts to The Shape of Emotions Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: By leveraging these models and combining them with procedural algorithms from the last few decades, it is possible to create a dynamic song that composes music in real-time to accompany interactive experiences. |
ZACK HARRIS et. al. | arxiv-cs.MM | 2021-12-03 |
| 1258 | We Are Not Groupies⋯ We Are Band Aids’: Assessment Reliability in The AI Song Contest Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In 2020, inspired by the expectation that Rotterdam would host the Eurovision Song Contest, the Dutch public broadcaster VPRO sponsored an international AI Song Contest. The … |
J. Burgoyne; Hendrik Vincent Koops; | Trans. Int. Soc. Music. Inf. Retr. | 2021-12-03 |
| 1259 | Research on Music Teaching and Creation Based on Deep Learning IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Under the background of quality education, music learning is also changing, from the original shallow learning to deep learning gradually. In-depth learning is a new teaching … |
Mingxing Liu; | Mob. Inf. Syst. | 2021-12-02 |
| 1260 | SangeetXML: An XML Format for Score Retrieval for Indic Music Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Efficient retrieval of score information from a large set of XML-encoded scores and lyrics in an XML database requires such music data to be stored in a well-structured and … |
Chandan Misra; | Proceedings of the 3rd ACM International Conference on … | 2021-12-01 |
| 1261 | Using A Portable Gait Rhythmogram to Examine The Effect of Music Therapy on Parkinson’s Disease-Related Gait Disturbance Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: External cues improve walking by evoking internal rhythm formation related to gait in the brain in patients with Parkinson’s disease (PD). This study examined the usefulness of … |
Emiri Gondo; S. Mikawa; A. Hayashi; | Sensors (Basel, Switzerland) | 2021-12-01 |
| 1262 | Visual Storytelling of Song Ci and The Poets in The Social-cultural Context of Song Dynasty Related Papers Related Patents Related Grants Related Venues Related Experts View |
Wei Zhang; Qiang Ma; Rusheng Pan; Wei Chen; | Vis. Informatics | 2021-12-01 |
| 1263 | A Knowledge-Based System for Children’s Music Teaching Strategies Based on The Inheritance of Local Music Culture in Southern Jiangsu IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In order to analyze the feasibility of integrating Sunan music into children’s music teaching through research, a knowledge-based system for children’s music teaching strategies … |
Lina Su; Qing Jiang; | Int. J. Pattern Recognit. Artif. Intell. | 2021-11-30 |
| 1264 | Expressive Communication: A Common Framework for Evaluating Developments in Generative Models and Steering Interfaces Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, we investigate through a common framework how developments in both models and user interfaces are important for empowering co-creation where the goal is to create music that communicates particular imagery or ideas (e.g., as is common for other purposeful tasks in music creation like establishing mood or creating accompanying music for another media). |
Ryan Louie; Jesse Engel; Anna Huang; | arxiv-cs.HC | 2021-11-29 |
| 1265 | Design of Online Music Teaching System Based on B/S Architecture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Under the global epidemic situation, offline face-to-face teaching has not adapted to the current teaching environment. Using computer technology to carry out online assisted … |
Dandan Dai; | Sci. Program. | 2021-11-29 |
| 1266 | NonupleCLMR: Contrastive Learning of Musical Representation with NonupleMIDI Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: An excellent music representation means that the model can better understand music with symbolic data, which is conducive to better complete various downstream tasks. The current … |
JinHong Miao; Yan Yang; | 2021 16th International Conference on Intelligent Systems … | 2021-11-26 |
| 1267 | Emotion Embedding Spaces for Matching Music to Stories IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, our goal is to help creators find music to match the emotion of their story. |
Minz Won; Justin Salamon; Nicholas J. Bryan; Gautham J. Mysore; Xavier Serra; | arxiv-cs.IR | 2021-11-26 |
| 1268 | Semi-Supervised Music Tagging Transformer IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We present Music Tagging Transformer that is trained with a semi-supervised approach. |
Minz Won; Keunwoo Choi; Xavier Serra; | arxiv-cs.SD | 2021-11-26 |
| 1269 | A-Muze-Net: Music Generation By Composing The Harmony Based on The Generated Melody Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present a method for the generation of Midi files of piano music. |
Or Goren; Eliya Nachmani; Lior Wolf; | arxiv-cs.SD | 2021-11-25 |
| 1270 | Music Impression Extraction Method By Chord Impressions and Its Application to Music Media Retrieval Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper, we represent an impression extraction method for music by relationship between chords and impression terms. Our methods extract impression term with weights from … |
Hiroki Nakata; Takafumi Nakanishi; | 2021 IEEE/ACIS 22nd International Conference on Software … | 2021-11-24 |
| 1271 | Music Classification: Beyond Supervised Learning, Towards Real-world Applications IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this book, we present three lectures as follows: 1. |
Minz Won; Janne Spijkervet; Keunwoo Choi; | arxiv-cs.SD | 2021-11-22 |
| 1272 | Comparing The Accuracy of Deep Neural Networks (DNN) and Convolutional Neural Network (CNN) in Music Genre Recognition (MGR): Experiments on Kurdish Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this research, we developed a dataset that contains 880 samples from eight different Kurdish music genres. |
Aza Zuhair; Hossein Hassani; | arxiv-cs.SD | 2021-11-22 |
| 1273 | Music Students’ Use of Mobile Applications for Learning Purposes Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper analyzes the use of mobile applications for learning purposes by music education department students. The survey design was used as the research method. The Mobile … |
Erkan Demirtaş; Sadik Özçelik; | International Journal of Modern Education Studies | 2021-11-21 |
| 1274 | Catch-A-Waveform: Learning to Generate Audio from A Single Short Example IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Specifically, we present a GAN-based generative model that can be trained on one short audio signal from any domain (e.g. speech, music, etc.) and does not require pre-training or any other form of external supervision. |
Gal Greshler; Tamar Shaham; Tomer Michaeli; | nips | 2021-11-20 |
| 1275 | How Does It Sound? Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we explore this problem and propose a novel system, called `RhythmicNet’, which takes as an input a video which includes human movements and generates a soundtrack for it. |
Kun Su; Xiulong Liu; Eli Shlizerman; | nips | 2021-11-20 |
| 1276 | Video Background Music Generation with Controllable Music Transformer IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we address the task of video background music generation. |
SHANGZHE DI et. al. | arxiv-cs.MM | 2021-11-16 |
| 1277 | Symbolic Music Loop Generation with VQ-VAE Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, the objective is to generate a loop of 8 bars that can be used as a building block of music. |
Sangjun Han; Hyeongrae Ihm; Woohyung Lim; | arxiv-cs.SD | 2021-11-15 |
| 1278 | Say What? Collaborative Pop Lyric Generation Using Multitask Transfer Learning Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we present a collaborative line-level lyric generation system that utilizes transfer-learning via the T5 transformer model, which, till date, has not been used to generate pop lyrics. |
Naveen Ram; Tanay Gummadi; Rahul Bhethanabotla; Richard J. Savery; Gil Weinberg; | arxiv-cs.CL | 2021-11-15 |
| 1279 | Deep Embeddings and Section Fusion Improve Music Segmentation IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music segmentation algorithms identify the structure of a music recording by automatically dividing it into sections and determining which sections repeat and when. Since the … |
J. Salamon; Oriol Nieto; Nicholas J. Bryan; | 2021-11-07 | |
| 1280 | Digital Audio Processing Tools for Music Corpus Studies Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The survey of extraction methods includes both a primer on signal processing and background theory on audio feature extraction. |
Johanna Devaney; | arxiv-cs.SD | 2021-11-06 |
| 1281 | Feature Vector Design for Music Genre Classification Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the massive growth of digital music availability, it emerges the need of categorising them according to some tags, like the music genre. The development of automatic music … |
Víctor Muñiz; J. B. O. S. Filho; Souza Filho; | 2021 IEEE Latin American Conference on Computational … | 2021-11-02 |
| 1282 | Dual-Function Integrated Emotion-Based Music Classification System Using Features From Physiological Signals IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper, we propose an emotion-based music classification system using features from physiological signals. The proposed system integrates two functions; the first uses … |
Hyoung‐Gook Kim; Gi Yong Lee; Min-soo Kim; | IEEE Transactions on Consumer Electronics | 2021-11-01 |
| 1283 | Root High-order Cumulant MUSIC Related Papers Related Patents Related Grants Related Venues Related Experts View |
Yaxing Yue; Yougen Xu; Zhiwen Liu; | Digit. Signal Process. | 2021-11-01 |
| 1284 | From Music Information Retrieval to Stock Market Analysis: Theoretical Discussion on Feature Extraction Transfer Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Finding similar objects and patterns based on the similarity score is one of the fundamental and useful tasks in Data Mining. Different applications may introduce different … |
Hanchao Li; Xiang Fei; Ming Yang; K. Chao; Chaobo He; | 2021 IEEE International Conference on e-Business … | 2021-11-01 |
| 1285 | Novel Datasets for Evaluating Song Popularity Prediction Tasks Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Estimating the success of a song before its release is an important music industry task. Current work uses audio descriptors to predict the success (popularity) of a song, where … |
M. Vötter; Maximilian Mayerl; Günther Specht; Eva Zangerle; | 2021 IEEE International Symposium on Multimedia (ISM) | 2021-11-01 |
| 1286 | My Friends Also Prefer Diverse Music: Homophily and Link Prediction with User Preferences for Mainstream, Novelty, and Diversity in Music Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: The insights from this study will inform future work on social context-aware music recommendation, user modeling, and link prediction. |
Tomislav Duricic; Dominik Kowald; Markus Schedl; Elisabeth Lex; | arxiv-cs.SI | 2021-10-31 |
| 1287 | Music Popularity Prediction Through Data Analysis of Music’s Characteristics Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Today, the music industry has grown tremendously with the emergence of smartphones and streaming services. In the past, the most of revenue was from the album’s sales and … |
Jae-Hyuck Kim; | International Journal of Science, Technology and Society | 2021-10-29 |
| 1288 | Exploring Single-song Autoencoding Schemes for Audio-based Music Structure Analysis Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This work explores a piece-specific autoencoding scheme, in which a low-dimensional autoencoder is trained to learn a latent/compressed representation specific to a given song, which can then be used to infer the song structure. |
Axel Marmoret; Jérémy E. Cohen; Frédéric Bimbot; | arxiv-cs.SD | 2021-10-27 |
| 1289 | Unsupervised Source Separation By Steering Pretrained Music Models Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We use OpenAI’s Jukebox as the pretrained generative model, and we couple it with four kinds of pretrained music taggers (two architectures and two tagging datasets). |
Ethan Manilow; Patrick O’Reilly; Prem Seetharaman; Bryan Pardo; | arxiv-cs.SD | 2021-10-25 |
| 1290 | Actions Speak Louder Than Listening: Evaluating Music Style Transfer Based on Editing Experience Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose an editing test to evaluate users’ editing experience of music generation models in a systematic way. |
Wei-Tsung Lu; Meng-Hsuan Wu; Yuh-Ming Chiu; Li Su; | arxiv-cs.SD | 2021-10-25 |
| 1291 | Quantum Computer Music: Foundations and Initial Experiments Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: A bespoke generative music algorithm is presented, the Basak-Miranda algorithm, which leverages a property of quantum mechanics known as constructive and destructive interference to operate a musical Markov chain. |
Eduardo R. Miranda; Suchitra T. Bask; | arxiv-cs.ET | 2021-10-24 |
| 1292 | OrangeMusic: An Orange Computing‐inspired Recommender Framework in Internet of Music Things Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Recent computational analytics in the domain of the Internet of Things provides crowd‐sourced reviews for decision assistance for innumerable aspects of our living standards and … |
Samarjit Roy; Anwesha Mukherjee; Debashis De; | Internet Technology Letters | 2021-10-24 |
| 1293 | Research on Automatic Composition Based on Multiple Machine Learning Models Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music is everywhere, let the machine learn to compose music, so as to help people create music better, and in the problem of music generation, there are many aspects worth … |
Xiaoran Yang; | 2021 3rd International Conference on Artificial … | 2021-10-23 |
| 1294 | Influence Measurement and Similarity Research Mathematical Model Based on Data Analysis and Smart Computing Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Through the processing and analysis of 98341 music industry data, this paper establishes a mathematical model based on data set influence and similarity analysis. First, a … |
Wen-jie Mu; | 2021 3rd International Conference on Artificial … | 2021-10-23 |
| 1295 | Audio Recognition and Interactive Generation System Through Digital Information Identification and Artificial Intelligence Technology Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music information extraction has been a popular research direction in artificial intelligence technology, which can identify the digital information of the music in the audio, … |
Yuxiao Zhang; Yujie Yin; Yue Wang; | 2021 3rd International Conference on Artificial … | 2021-10-23 |
| 1296 | Research on The Application of Big Data in The Evaluation System of Music Teaching in Chinese Colleges and Universities Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The teaching effect of music courses in Colleges and universities is closely related to the teaching quality of teachers. Starting with the application of big data in the teaching … |
Chenyu Wang; Bai’an Jiang; Shichang Zhong; | Proceedings of the 13th International Conference on … | 2021-10-22 |
| 1297 | Melody Generation with Emotion Constraint Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: At present, most of the melody generation models consider the introduction of chord, rhythm and other constraints in the melody generation process to ensure the quality of the … |
REN-GE HUANG et. al. | Proceedings of the 2021 5th International Conference on … | 2021-10-22 |
| 1298 | Multi-modal, Multi-task and Multi-label for Music Genre Classification and Emotion Regression Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A smart system is highly desirable with the capability to divide music into coarse and fine categories based on emotion and genre. In this paper, we classify the music based on … |
Yagya Raj Pandeya; Jie You; Bhuwan Bhattarai; Joonwhoan Lee; | 2021 International Conference on Information and … | 2021-10-20 |
| 1299 | Novel LSTM-GAN Based Music Generation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the rapid development of deep learning, many models for music generation have emerged. There are, however, many problems for methods based on the general neural network … |
Guangwei Li; Shuxue Ding; Yujie Li; | 2021 13th International Conference on Wireless … | 2021-10-20 |
| 1300 | SpecTNT: A Time-Frequency Transformer for Music Audio IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose SpecTNT, a Transformer-based architecture to model both spectral and temporal sequences of an input time-frequency representation. |
Wei-Tsung Lu; Ju-Chiang Wang; Minz Won; Keunwoo Choi; Xuchen Song; | arxiv-cs.SD | 2021-10-18 |
| 1301 | User-Guided One-Shot Deep Model Adaptation for Music Source Separation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music source separation is the task of isolating individual instruments which are mixed in a musical piece. This task is particularly challenging, and even state-of-the-art models … |
Giorgia Cantisani; A. Ozerov; S. Essid; G. Richard; | 2021 IEEE Workshop on Applications of Signal Processing to … | 2021-10-17 |
| 1302 | MusicBERT: A Self-supervised Learning of Music Representation IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music recommendation has been one of the most used information retrieval services on internet. Finding suitable music for users’ demands from tens of millions of music relies on … |
Hongyuan Zhu; Ye Niu; Di Fu; Hao Wang; | Proceedings of the 29th ACM International Conference on … | 2021-10-17 |
| 1303 | MUSIC and Improved MUSIC Algorithms for Parameter Estimation Using A Polarization Sensitive Array Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper considers the multiple signal classification (MUSIC) and improved MUSIC algorithms for parameter estimation using a polarized antenna array. The signal direction of … |
Xinyue Hu; Tingting Lyu; M. Zhang; Hao Zhang; T. Gulliver; | 2021 IEEE 21st International Conference on Communication … | 2021-10-13 |
| 1304 | Singer Separation for Karaoke Content Generation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In particular, we introduced three models for the singer separation task and designed an automatic model selection scheme to distinguish how many lead singers are in the song. |
Hsuan-Yu Lin; Xuanjun Chen; Jyh-Shing Roger Jang; | arxiv-cs.SD | 2021-10-13 |
| 1305 | Semi-automatic Music Piece Creation Based on Impression Words Extracted from Object and Background in Color Image Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper shows semi-automatic music piece creation method by extracting impression words from object and background in color image. The picture and the music strongly influence … |
Yasuyuki Saito; Honoka Fujii; S. Sagayama; | 2021 IEEE 10th Global Conference on Consumer Electronics … | 2021-10-12 |
| 1306 | An Annihilating Filter-Based DOA Estimation for Uniform Linear Array Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a new method to design an annihilating filter (AF) for direction-of-arrival (DOA) estimation of multiple snapshots within an uniform linear array. |
Son Phan; Lam Pham; | arxiv-cs.SD | 2021-10-12 |
| 1307 | Music Sentiment Transfer Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Music sentiment transfer attempts to apply the high level objective of sentiment transfer to the domain of music. |
Miles Sigel; Michael Zhou; Jiebo Luo; | arxiv-cs.SD | 2021-10-12 |
| 1308 | MELONS: Generating Melody with Long-term Structure Using Transformers and Structure Graph IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose MELONS, a melody generation framework based on a graph representation of music structure which consists of eight types of bar-level relations. |
YI ZOU et. al. | arxiv-cs.SD | 2021-10-11 |
| 1309 | Multi-task Learning with Metadata for Music Mood Classification Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To this end, we propose a multi-task learning approach in which a shared model is simultaneously trained for mood and metadata prediction tasks with the goal to learn richer representations. |
Rajnish Kumar; Manjeet Dahiya; | arxiv-cs.SD | 2021-10-10 |
| 1310 | Securing Music Sharing Platforms: A Blockchain-Based Approach Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper provides an internet database platform for artists, which uses the distributed and tamper-proof technology of the Ethereum blockchain to store music works, and protect the copyright information of each album or music produced by artists in the music industry. |
Isaac Adjei-Mensah; Isaac Osei Agyemang; Collins Sey; Linda Delali Fiasam; Abdulhaq Adetunji Salako; | arxiv-cs.CR | 2021-10-10 |
| 1311 | AI Choreographer: Music Conditioned 3D Dance Generation With AIST++ IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We present AIST++, a new multi-modal dataset of 3D dance motion and music, along with FACT, a Full-Attention Cross-modal Transformer network for generating 3D dance motion conditioned on music. |
Ruilong Li; Shan Yang; David A. Ross; Angjoo Kanazawa; | iccv | 2021-10-08 |
| 1312 | Passive RFID-based Music Player Textile Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music has always been an important way of expressing ourselves. Creating music from bodily interaction has gained lots of attention: Various gestures, body touch, movements of … |
A. SHAIKH et. al. | 2021 IEEE International Conference on RFID Technology and … | 2021-10-06 |
| 1313 | Bach Style Music Authoring System Based on Deep Learning Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The research purpose of this paper is to design a Bach style music authoring system based on deep learning. |
Minghe Kong; Lican Huang; | arxiv-cs.AI | 2021-10-06 |
| 1314 | Exploring The Music Perception Skills of Crowd Workers Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music content annotation campaigns are common on paid crowdsourcing platforms. Crowd workers are expected to annotate complicated music artefacts, which can demand certain skills … |
I. P. SAMIOTIS et. al. | AAAI Conference on Human Computation & Crowdsourcing | 2021-10-04 |
| 1315 | Multimodal Fusion Based Attentive Networks for Sequential Music Recommendation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose a novel deep learning approach by refining Attentive Neural Networks using representations derived via a Transformer model for lyrics and Variational Autoencoder for acoustic features. |
Kunal Vaswani; Yudhik Agrawal; Vinoo Alluri; | arxiv-cs.MM | 2021-10-03 |
| 1316 | Research on Yunnan Folk Music Classification Based on The Features of HHT-MFCC Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Folk music is an art form that expresses human emotions and carries rich deep meanings. The classification of folk music helps to understand the history and culture of the nation. … |
JIANG LIU et. al. | Proceedings of the 2021 4th International Conference on … | 2021-09-24 |
| 1317 | The Study on The Development of Traditional Music in Internet Age Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Traditional music has been dormant for many years, and its basic form of communication has been unable to keep up with the rapid development in the 21st century. Adding Internet … |
Qilong Shi; | Proceedings of the 5th International Conference on … | 2021-09-24 |
| 1318 | Towards A Computational Definition of The Tresillo Rhythm and Its Tracing in Popular Music Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This paper discusses the use and popularity of a rhythm, which henceforth is referred to as Tresillo rhythm. |
Pushkar Jajoria; Florian Krenn; Aurel Mäder; | arxiv-cs.IR | 2021-09-21 |
| 1319 | TeleMelody: Lyric-to-Melody Generation with A Template-Based Two-Stage Method IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we develop TeleMelody, a two-stage lyric-to-melody generation system with music template (e.g., tonality, chord progression, rhythm pattern, and cadence) to bridge the gap between lyrics and melodies (i.e., the system consists of a lyric-to-template module and a template-to-melody module). |
ZEQIAN JU et. al. | arxiv-cs.SD | 2021-09-20 |
| 1320 | MS-SincResNet: Joint Learning of 1D and 2D Kernels Using Multi-scale SincNet and ResNet for Music Genre Classification IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this study, we proposed a new end-to-end convolutional neural network, called MS-SincResNet, for music genre classification. |
Pei-Chun Chang; Yong-Sheng Chen; Chang-Hsing Lee; | arxiv-cs.SD | 2021-09-18 |
| 1321 | Evaluating Music Recommendations with Binary Feedback for Multiple Stakeholders Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We show that a matrix factorization algorithm trained on both likes and dislikes performs significantly better compared to one trained only on likes for all three stakeholders. |
Sasha Stoikov; Hongyi Wen; | arxiv-cs.IR | 2021-09-15 |
| 1322 | Structure-Enhanced Pop Music Generation Via Harmony-Aware Learning IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose to leverage harmony-aware learning for structure-enhanced pop music generation. |
Xueyao Zhang; Jinchao Zhang; Yao Qiu; Li Wang; Jie Zhou; | arxiv-cs.SD | 2021-09-14 |
| 1323 | Baby Shark to Barracuda: Analyzing Children’s Music Listening Behavior Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music is an important part of childhood development, with online music listening platforms being a significant channel by which children consume music. Children’s offline music … |
LAWRENCE SPEAR et. al. | Proceedings of the 15th ACM Conference on Recommender … | 2021-09-13 |
| 1324 | Optimum Music: Gesture Controlled, Personalized Music Recommendation System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music plays an important role in everyone’s life since it helps to relax the mind when appropriate music is played. This paper presents a music recommendation system based on the … |
RAVIN WIJEKOON et. al. | 2021 IEEE 16th International Conference on Industrial and … | 2021-09-12 |
| 1325 | Cyberdream: An Interactive Rave Music Visualization in Virtual Reality Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Virtual reality (VR) provides new opportunities for the design of interactive music visualizations. Exploring this area, Cyberdream is a prototype VR application realized through … |
Jonathan Weinel; | SIGGRAPH Asia 2021 XR | 2021-09-06 |
| 1326 | The Meaning in the Mix: Using Ethnography to Inform The Design of Intelligent Tools in The Context of Music Production Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper we report on two ethnographic studies of professional music producers at work in their respective studio settings, to underpin the design of intelligent tools and … |
Glenn McGarry; A. Chamberlain; Andy Crabtree; Christopher Greenhalgh; | Proceedings of the 16th International Audio Mostly … | 2021-09-01 |
| 1327 | EXPLORING THE COMPETITIVE ADVANTAGES OF AN INNOVATIVE ONLINE MUSIC PRODUCTION FRAMEWORK COMBINED WITH DEEP LEARNING Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This research constructs an online music production process framework, explains the operation process of the system process, and conducts comparative analysis, competitive … |
S. Weng; Hung-chia Chen; | International Journal of Electronic Commerce Studies | 2021-09-01 |
| 1328 | Controllable Deep Melody Generation Via Hierarchical Music Structure Representation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper introduces MusicFrameworks, a hierarchical music structure representation and a multi-step generative process to create a full-length melody guided by long-term repetitive structure, chord, melodic contour, and rhythm constraints. |
Shuqi Dai; Zeyu Jin; Celso Gomes; Roger B. Dannenberg; | arxiv-cs.SD | 2021-09-01 |
| 1329 | Unsupervised Learning of Deep Features for Music Segmentation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, unsupervised training of deep feature embeddings using convolutional neural networks (CNNs) is explored for music segmentation. |
Matthew C. McCallum; | arxiv-cs.SD | 2021-08-29 |
| 1330 | Armor: A Benchmark for Meta-evaluation of Artificial Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we present Armor, a complex and cross-domain benchmark dataset that serves for this purpose. |
Songhe Wang; Zheng Bao; Jingtong E; | arxiv-cs.SD | 2021-08-29 |
| 1331 | Music Composition with Deep Learning: A Review IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper we want to put into context the existing relationships between AI-based music composition models and human musical composition and creativity processes. |
Carlos Hernandez-Olivan; Jose R. Beltran; | arxiv-cs.SD | 2021-08-27 |
| 1332 | AccoMontage: Accompaniment Arrangement Via Phrase Selection and Style Transfer IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: To address this problem, we propose AccoMontage, an accompaniment arrangement system for whole pieces of music through unifying phrase selection and neural style transfer. |
Jingwei Zhao; Gus Xia; | arxiv-cs.SD | 2021-08-25 |
| 1333 | Violinist Identification Based on Vibrato Features Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Identifying performers from polyphonic music is a challenging task in music information retrieval. As a ubiquitous expressive element in violin music, vibrato contains important … |
Yudong Zhao; Changhong Wang; György Fazekas; Emmanouil Benetos; M. Sandler; | 2021 29th European Signal Processing Conference (EUSIPCO) | 2021-08-23 |
| 1334 | Analysis and Improvements of The Cepstrum Method for Fundamental Frequency Estimation in Music Signals Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Fundamental frequency estimation has many applications in speech and music processing. Among other methods, peak tracking in the cepstrum domain has been established as a robust … |
J. Gauer; Diana Kleingarn; Rainer Martin; | 2021 29th European Signal Processing Conference (EUSIPCO) | 2021-08-23 |
| 1335 | Differential Music: Automated Music Generation Using LSTM Networks with Representation Based on Melodic and Harmonic Intervals Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents a generative AI model for automated music composition with LSTM networks that takes a novel approach at encoding musical information which is based on movement in music rather than absolute pitch. |
Hooman Rafraf; | arxiv-cs.SD | 2021-08-23 |
| 1336 | Contextual Mood Analysis with Knowledge Graph Representation for Hindi Song Lyrics in Devanagari Script Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The contextual analysis is stored as a knowledge base, updated using an incremental learning approach with new data. |
Makarand Velankar; Rachita Kotian; Parag Kulkarni; | arxiv-cs.CL | 2021-08-16 |
| 1337 | Automatic Translation of Music-to-Dance for In-Game Characters Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper provides a new solution to this task where we re-formulate the translation as a piece-wise dance phrase retrieval problem based on the choreography theory. |
YINGLIN DUAN et. al. | ijcai | 2021-08-13 |
| 1338 | Neural Instant Search for Music and Podcast Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we conduct a large-scale log analysis to study and compare podcast and music search behavior on Spotify, a major audio streaming platform. |
HELIA HASHEMI et. al. | kdd | 2021-08-12 |
| 1339 | ChoreoMaster: Choreography-oriented Music-driven Dance Synthesis IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we present ChoreoMaster, a production-ready music-driven dance motion synthesis system. |
KANG CHEN et. al. | siggraph | 2021-08-06 |
| 1340 | Predicting Music Relistening Behavior Using The ACT-R Framework IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we describe a psychology-informed approach to model and predict music relistening behavior that is inspired by studies in music psychology, which relate music preferences to human memory. |
MARKUS REITER-HAAS et. al. | arxiv-cs.IR | 2021-08-04 |
| 1341 | An Empirical Evaluation of End-to-End Polyphonic Optical Music Recognition IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Building upon the encoder-decoder architecture and an image encoder proposed in past work on end-to-end OMR, we propose two novel decoder models — FlagDecoder and RNNDecoder — that correspond to the two formulations. |
Sachinda Edirisooriya; Hao-Wen Dong; Julian McAuley; Taylor Berg-Kirkpatrick; | arxiv-cs.CV | 2021-08-03 |
| 1342 | Artist Popularity: Do Web and Social Music Services Agree? IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Recommendations based on the most popular products in a catalogue is a common technique when information about users is scarce or absent. In this paper we explore different ways … |
Alejandro Bellogín; A. D. Vries; Jiyin He; | Proceedings of the International AAAI Conference on Web and … | 2021-08-03 |
| 1343 | EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we present the EMOPIA (pronounced `yee-m\`{o}-pi-uh’) dataset, a shared multi-modal (audio and MIDI) database focusing on perceived emotion in pop piano music, to facilitate research on various tasks related to music emotion. |
HSIAO-TZU HUNG et. al. | arxiv-cs.SD | 2021-08-03 |
| 1344 | Is There A language of Music-video Clips ? A Qualitative and Quantitative Study Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: As a first step toward the improvement of these recommendation systems, we study in this paper the relationship between music and video temporal organization. |
Laure Prétet; Gaël Richard; Geoffroy Peeters; | arxiv-cs.MM | 2021-08-02 |
| 1345 | Cross-cultural Mood Perception in Pop Songs and Its Alignment with Mood Detection Algorithms IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: How closely do human ratings across different cultures approximate automatic mood detection algorithms that are often trained on corpora of predominantly Western popular music? We created a dataset of 360 recent pop songs drawn from major music charts of the countries and constructed semantically identical mood descriptors across English, Korean, and Portuguese languages. |
Harin Lee; Frank Hoeger; Marc Schoenwiesner; Minsu Park; Nori Jacoby; | arxiv-cs.IR | 2021-08-02 |
| 1346 | SurpriseNet: Melody Harmonization Conditioning on User-controlled Surprise Contours IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this study, we introduce the concept of deriving entropy variations over time, so that the surprise contour of each chord sequence can be extracted. |
Yi-Wei Chen; Hung-Shin Lee; Yen-Hsing Chen; Hsin-Min Wang; | arxiv-cs.SD | 2021-08-01 |
| 1347 | DadaGP: A Dataset of Tokenized GuitarPro Songs for Sequence Models IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we present DadaGP, a new symbolic music dataset comprising 26,181 song scores in the GuitarPro format covering 739 musical genres, along with an accompanying tokenized format well-suited for generative sequence models such as the Transformer. |
PEDRO SARMENTO et. al. | arxiv-cs.SD | 2021-07-30 |
| 1348 | SONG: Self-Organizing Neural Graphs Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we fill this gap and provide a general paradigm based on Markov processes, which allows for efficient training of the special type of decision graphs, which we call Self-Organizing Neural Graphs (SONG). |
Łukasz Struski; Tomasz Danel; Marek Śmieja; Jacek Tabor; Bartosz Zieliński; | arxiv-cs.LG | 2021-07-28 |
| 1349 | Content-driven Music Recommendation: Evolution, State of The Art, and Challenges IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this survey, we review 55 articles on content-driven music recommendation. |
Yashar Deldjoo; Markus Schedl; Peter Knees; | arxiv-cs.IR | 2021-07-25 |
| 1350 | Multi-Channel Automatic Music Transcription Using Tensor Algebra Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This report aims at developing some of the existing techniques towards Music Transcription, particularly matrix factorization, and introducing the concept of multi-channel automatic music transcription. |
Marmoret Axel; Bertin Nancy; Cohen Jeremy; | arxiv-cs.SD | 2021-07-23 |
| 1351 | Fine-Grained Music Plagiarism Detection: Revealing Plagiarists Through Bipartite Graph Matching and A Comprehensive Large-Scale Dataset Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: To detect the fine-grained plagiarism pairs effectively, we propose a graph-based method called Bipatite Melody Matching Detector (BMM-Det), which formulates the problem as a max matching problem in the bipartite graph. |
WENXUAN LIU et. al. | arxiv-cs.SD | 2021-07-21 |
| 1352 | Melody Structure Transfer Network: Generating Music with Separable Self-Attention Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose to transfer the structure of training samples for new music generation, and develop a novel separable self-attention based model which enable the learning and transferring of the structure embedding. |
Ning Zhang; Junchi Yan; | arxiv-cs.SD | 2021-07-21 |
| 1353 | Cross-modal Variational Auto-encoder for Content-based Micro-video Background Music Recommendation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a cross-modal variational auto-encoder (CMVAE) for content-based micro-video background music recommendation. |
Jing Yi; Yaochen Zhu; Jiayi Xie; Zhenzhong Chen; | arxiv-cs.MM | 2021-07-15 |
| 1354 | Dance2Music: Automatic Dance-driven Music Generation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We present a search-based offline approach that generates music after processing the entire dance video and an online approach that uses a deep neural network to generate music on-the-fly as the video proceeds. |
Gunjan Aggarwal; Devi Parikh; | arxiv-cs.SD | 2021-07-13 |
| 1355 | Towards Automatic Instrumentation By Learning to Separate Parts in Symbolic Multitrack Music Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we aim to further extend this idea and examine the feasibility of automatic instrumentation — dynamically assigning instruments to notes in solo music during performance. |
Hao-Wen Dong; Chris Donahue; Taylor Berg-Kirkpatrick; Julian McAuley; | arxiv-cs.SD | 2021-07-13 |
| 1356 | MidiBERT-Piano: Large-scale Pre-training for Symbolic Music Understanding IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents an attempt to employ the mask language modeling approach of BERT to pre-train a 12-layer Transformer model over 4,166 pieces of polyphonic piano MIDI files for tackling a number of symbolic-domain discriminative music understanding tasks. |
Yi-Hui Chou; I-Chun Chen; Chin-Jui Chang; Joann Ching; Yi-Hsuan Yang; | arxiv-cs.SD | 2021-07-12 |
| 1357 | Oblivious Sketching-based Central Path Method for Linear Programming IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we propose a sketching-based central path method for solving linear programmings, whose running time matches the state of the art results [Cohen, Lee, Song STOC 19; Lee, Song, Zhang COLT 19]. |
Zhao Song; Zheng Yu; | icml | 2021-07-08 |
| 1358 | BumbleBee: A Transformer for Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We will introduce BumbleBee, a transformer model that will generate MIDI music data . |
Lucas Fenaux; Maria Juliana Quintero; | arxiv-cs.SD | 2021-07-07 |
| 1359 | Modelling Moral Traits with Music Listening Preferences and Demographics Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, we explore the association between music genre preferences, demographics and moral values by exploring self-reported data from an online survey administered in Canada. |
Vjosa Preniqi; Kyriaki Kalimeri; Charalampos Saitis; | arxiv-cs.CY | 2021-07-01 |
| 1360 | Statistical Analysis of Human Emotions to Suggest Suitable Music As Per Individual’s Mood: An Application of AI and ML for NextGen Smart Cities Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: There is music recommendation software and music providers that are well explored and commonly used, but those are generally based on simple similarity calculations and manually … |
R. Rastogi; Prabhat Yadav; Jayash Raj Singh Yadav; | Int. J. Cyber Behav. Psychol. Learn. | 2021-07-01 |
| 1361 | Prediction and Proactivity in Real-Time Interactive Music Systems Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We advocate for the use of predictive techniques in interactive computer music systems. We suggest that the inclusion of prediction can assist in the design of proactive rather … |
Andrew R. Brown; Toby Gifford; | Proceedings of the AAAI Conference on Artificial … | 2021-06-30 |
| 1362 | The Generative Electronic Dance Music Algorithmic System (GEDMAS) IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Generative Electronic Dance Music Algorithmic System (GEDMAS) is a generative music system that composes full Electronic Dance Music (EDM) compositions. The compositions are … |
Christopher Anderson; Arne Eigenfeldt; P. Pasquier; | Proceedings of the AAAI Conference on Artificial … | 2021-06-30 |
| 1363 | Xa-lan: Algorithmic Generation of Expressive Music Scores Based on Signal Analysis and Graphical Transformations Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Xa-lan is a computer program written in Common-LISP to generate music scores with a high level of notational/symbolic expressivity. Generation is driven by audio-analysis of … |
Mauricio E. Rodriguez; | Proceedings of the AAAI Conference on Artificial … | 2021-06-30 |
| 1364 | Bardo: Emotion-Based Music Recommendation for Tabletop Role-Playing Games IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper we introduce Bardo, a real-time intelligent system to automatically select the background music for tabletop role-playing games. Bardo uses an off-the-shelf speech … |
R. Padovani; Lucas N. Ferreira; Levi H. S. Lelis; | Artificial Intelligence and Interactive Digital … | 2021-06-25 |
| 1365 | Automatic Real-Time Music Generation for Games IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music composition can be a challenge for many small- to medium-sized game companies, largely due to the expense and difficulty in creating original music for each level of a game. … |
S. Engels; Tiffany Tong; Fabian Chan; | Artificial Intelligence and Interactive Digital … | 2021-06-24 |
| 1366 | An Audio-Driven System For Real-Time Music Visualisation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We present a system to streamline the creation of audio-driven visualisations based on audio feature extraction and mapping interfaces. |
Max Graf; Harold Chijioke Opara; Mathieu Barthet; | arxiv-cs.MM | 2021-06-18 |
| 1367 | User Demand Awareness and Analysis of Online Music——Take NetEase Cloud Music Platform As An Example Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music is one of the most critical objects of entertainment and spiritual consumption to human beings. It is also an essential part of the cultural industry and creative industry, … |
Xue Li; Junlong Dong; | Proceedings of the 2021 5th International Conference on … | 2021-06-18 |
| 1368 | MLP Singer: Towards Rapid Parallel Korean Singing Voice Synthesis IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Inspired by MLP-Mixer, a novel architecture introduced in the vision literature for attention-free image classification, we propose MLP Singer, a parallel Korean singing voice synthesis system. |
Jaesung Tae; Hyeongju Kim; Younggun Lee; | arxiv-cs.SD | 2021-06-15 |
| 1369 | Catch-A-Waveform: Learning to Generate Audio from A Single Short Example IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Specifically, we present a GAN-based generative model that can be trained on one short audio signal from any domain (e.g. speech, music, etc.) and does not require pre-training or any other form of external supervision. |
Gal Greshler; Tamar Rott Shaham; Tomer Michaeli; | arxiv-cs.SD | 2021-06-11 |
| 1370 | MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Inspired by the success of pre-training models in natural language processing, in this paper, we develop MusicBERT, a large-scale pre-trained model for music understanding. To this end, we construct a large-scale symbolic music corpus that contains more than 1 million music songs. |
MINGLIANG ZENG et. al. | arxiv-cs.SD | 2021-06-10 |
| 1371 | Decoding Music Attention from “EEG Headphones”: A User-Friendly Auditory Brain-Computer Interface Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: People enjoy listening to music as part of their life. This makes music an excellent choice for designing a user-friendly brain-computer interface (BCI) for long-term use. We … |
W. W. AN et. al. | ICASSP 2021 – 2021 IEEE International Conference on … | 2021-06-06 |
| 1372 | An Analysis on Driving Forces and Impacts of The Commercial Mode of Digital Music—A Comparison Between QQ Music and ITunes Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the progress of science and technology, the Internet gradually permeates all walks of life. The digital commercial mode of music industry has gradually replaced the … |
Y. Xinyi; | Academic Journal of Business & Management | 2021-06-05 |
| 1373 | What Is Fair? Exploring The Artists’ Perspective on The Fairness of Music Streaming Platforms IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we discuss the following aspects derived from the interviews: fragmented presentation, reaching an audience, transparency, influencing users’ listening behavior, popularity bias, artists’ repertoire size, quotas for local music, gender balance, and new music. |
Andres Ferraro; Xavier Serra; Christine Bauer; | arxiv-cs.HC | 2021-06-04 |
| 1374 | Musical Prosody-Driven Emotion Classification: Interpreting Vocalists Portrayal of Emotions Through Machine Learning Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, we restrict the input of traditional machine learning algorithms to the features of musical prosody. |
Nicholas Farris; Brian Model; Richard Savery; Gil Weinberg; | arxiv-cs.SD | 2021-06-04 |
| 1375 | LyricJam: A System for Generating Lyrics for Live Instrumental Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We describe a real-time system that receives a live audio stream from a jam session and generates lyric lines that are congruent with the live music being played. |
Olga Vechtomova; Gaurav Sahu; Dhruv Kumar; | arxiv-cs.SD | 2021-06-03 |
| 1376 | Omnizart: A General Toolbox for Automatic Music Transcription IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We present and release Omnizart, a new Python library that provides a streamlined solution to automatic music transcription (AMT). |
YU-TE WU et. al. | arxiv-cs.SD | 2021-06-01 |
| 1377 | Generating Interesting Song-to-Song Segues With Dave Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We introduce a novel domain-independent algorithm for generating interesting item-to-item textual connections, or segues. |
Giovanni Gabbolini; Derek Bridge; | arxiv-cs.IR | 2021-05-31 |
| 1378 | Imagine All The People: Characterizing Social Music Sharing on Reddit Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music shapes our individual and collective identities, and in turn is shaped by the social and cultural contexts it occurs in. Qualitative approaches to the study of music have … |
V. Veselovsky; Isaac Waller; Ashton Anderson; | International Conference on Web and Social Media | 2021-05-22 |
| 1379 | Speech & Song Emotion Recognition Using Multilayer Perceptron and Standard Vector Machine Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Herein, we have compared the performance of SVM and MLP in emotion recognition using speech and song channels of the RAVDESS dataset. |
Behzad Javaheri; | arxiv-cs.SD | 2021-05-19 |
| 1380 | Efficient Robust Music Genre Classification with Depthwise Separable Convolutions and Source Separation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Given recent advances in deep music source separation, a feature representation method is proposed that combines source separation with a state-of-the-art representation learning … |
Gabriel Mersy; | AAAI Conference on Artificial Intelligence | 2021-05-18 |
| 1381 | PPG-Based Singing Voice Conversion with Adversarial Representation Learning IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: On top of recent voice conversion works, we propose a novel model to steadily convert songs while keeping their naturalness and intonation. |
Z. Li; et al. | icassp | 2021-05-16 |
| 1382 | Frequency-Temporal Attention Network for Singing Melody Extraction IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Inspired by these intrinsic characteristics, a frequency-temporal attention network is proposed to mimic human auditory for singing melody extraction. |
S. Yu; X. Sun; Y. Yu; W. Li; | icassp | 2021-05-16 |
| 1383 | Karaoke Key Recommendation Via Personalized Competence-Based Rating Prediction Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we address a novel task of recommending a suitable key for a user to sing a given song to meet his or her vocal competence, by proposing the Personalized Competence-based Rating Prediction (PCRP) model. |
Y. Wang; S. Tanaka; K. Yokoyama; H. -T. Wu; Y. Fang; | icassp | 2021-05-16 |
| 1384 | Semi-Supervised Learning for Singing Synthesis Timbre Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose a semi-supervised singing synthesizer, which is able to learn new voices from audio data only, without any annotations such as phonetic segmentation. |
J. Bonada; M. Blaauw; | icassp | 2021-05-16 |
| 1385 | Statistical Correction of Transcribed Melody Notes Based on Probabilistic Integration of A Music Language Model and A Transcription Error Model Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper describes a statistical post-processing method for automatic singing transcription that corrects pitch and rhythm errors included in a transcribed note sequence. |
Y. Hiramatsu; G. Shibata; R. Nishikimi; E. Nakamura; K. Yoshii; | icassp | 2021-05-16 |
| 1386 | Leveraging The Structure of Musical Preference in Content-Aware Music Recommendation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we propose instead to leverage a model of musical preference which originates from the field of music psychology. |
P. Magron; C. F�votte; | icassp | 2021-05-16 |
| 1387 | Probability of Resolution of G-MUSIC: An Asymptotic Approach Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, the outlier production mechanism of the G-MUSIC Direction-of-Arrival estimation technique is investigated using tools from Random Matrix Theory. |
D. Schenck; X. Mestre; M. Pesavento; | icassp | 2021-05-16 |
| 1388 | Melody Harmonization Using Orderless Nade, Chord Balancing, and Blocked Gibbs Sampling IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this study, we apply the concept of orderless NADE, which takes the melody and its partially masked chord sequence as the input of the BiLSTM-based networks to learn the masked ground truth, to the training process. |
C. -E. Sun; Y. -W. Chen; H. -S. Lee; Y. -H. Chen; H. -M. Wang; | icassp | 2021-05-16 |
| 1389 | Singer Identification Using Deep Timbre Feature Learning with KNN-NET IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we study the issue of automatic singer identification (SID) in popular music recordings, which aims to recognize who sang a given piece of song. |
X. Zhang; J. Qian; Y. Yu; Y. Sun; W. Li; | icassp | 2021-05-16 |
| 1390 | Unsupervised Musical Timbre Transfer for Notification Sounds Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present a method to transform artificial notification sounds into various musical timbres. |
J. Yang; T. Cinquin; G. S�r�s; | icassp | 2021-05-16 |
| 1391 | Singing Melody Extraction from Polyphonic Music Based on Spectral Correlation Modeling Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we explore the idea of modeling spectral correlation explicitly for melody extraction. |
X. Du; B. Zhu; Q. Kong; Z. Ma; | icassp | 2021-05-16 |
| 1392 | Decoding Music Attention from �EEG Headphones�: A User-Friendly Auditory Brain-Computer Interface Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose a novel BCI system using music stimuli that relies on brain signals collected via Smartfones, an EEG recording device integrated into a pair of headphones. |
W. W. An; et al. | icassp | 2021-05-16 |
| 1393 | Multimodal Metric Learning for Tag-Based Music Retrieval IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we investigate three ideas to successfully introduce multimodal metric learning for tag-based music retrieval: elaborate triplet sampling, acoustic and cultural music information, and domain-specific word embeddings. |
M. Won; S. Oramas; O. Nieto; F. Gouyon; X. Serra; | icassp | 2021-05-16 |
| 1394 | Extending Music Based On Emotion And Tonality Via Generative Adversarial Network Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose a generative model for music extension in this paper. |
B. -W. Tseng; Y. -L. Shen; T. -S. Chi; | icassp | 2021-05-16 |
| 1395 | Learning Audio Embeddings with User Listening Data for Content-Based Music Recommendation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: To combat this problem, we first explore user listening history and demographics to construct a user embedding representing the user’s music preference. |
K. Chen; B. Liang; X. Ma; M. Gu; | icassp | 2021-05-16 |
| 1396 | An Hrnet-Blstm Model With Two-Stage Training For Singing Melody Extraction Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To overcome this problem, we propose to use a pitch refinement method to refine the semitone-level pitch sequences decoded from massive melody MIDI files to generate a large number of fundamental frequency (F0) values for model training. |
Y. GAO et. al. | icassp | 2021-05-16 |
| 1397 | Language-Sensitive Music Emotion Recognition Models: Are We Really There Yet? Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents additional investigation on our approach, which reveals that: (1) performing pretraining with speech in a mixture of languages yields similar results than for specific languages – the pretraining phase appears not to exploit particular language features, (2) the music in Mandarin dataset consistently results in poor classification performance – we found low agreement in annotations, and (3) novel methodologies for representation learning (Contrastive Predictive Coding) may exploit features from both languages (i.e., pretraining on a mixture of languages) and improve classification of music emotions in both languages. |
J. S. G�mez-Ca��n; E. Cano; A. G. Pandrea; P. Herrera; E. G�mez; | icassp | 2021-05-16 |
| 1398 | Analyzing Images for Music Recommendation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The proposed image analysis method treats an artwork image differently from a photograph image. |
Anant Baijal; Vivek Agarwal; Danny Hyun; | arxiv-cs.MM | 2021-05-15 |
| 1399 | A Statistical Model for Melody Reduction Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this project, we present a statistical model for predicting chord tones based on music theory rules. |
Tianxue Hu; Claire Arthur; | arxiv-cs.SD | 2021-05-11 |
| 1400 | Personalised Popular Music Generation Using Imitation and Structure Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Many practices have been presented in music generation recently. While stylistic music generation using deep learning techniques has became the main stream, these models still … |
Shuqi Dai; Xichu Ma; Ye Wang; R. Dannenberg; | Journal of New Music Research | 2021-05-10 |
| 1401 | MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer With One Transformer VAE IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: Transformers and variational autoencoders (VAE) have been extensively employed for symbolic (e.g., MIDI) domain music generation. While the former boast an impressive capability … |
Shih-Lun Wu; Yi-Hsuan Yang; | IEEE/ACM Transactions on Audio, Speech, and Language … | 2021-05-10 |
| 1402 | Personalized Popular Music Generation Using Imitation and Structure IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To address requirements that challenge current deep learning methods, we propose a statistical machine learning model that is able to capture and imitate the structure, melody, chord, and bass style from a given example seed song. |
Shuqi Dai; Xichu Ma; Ye Wang; Roger B. Dannenberg; | arxiv-cs.SD | 2021-05-10 |
| 1403 | MuseMorphose: Full-Song and Fine-Grained Music Style Transfer with One Transformer VAE Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we are interested in bringing the two together to construct a single model that exhibits both strengths. |
Shih-Lun Wu; Yi-Hsuan Yang; | arxiv-cs.SD | 2021-05-09 |
| 1404 | Can Binaural Beats Increase Your Focus? Exploring The Effects of Music in Participants’ Conscious and Brain Activity Responses Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music is a universal medium that can elicit strong emotion, and can significantly help us in gaining focus while doing specific tasks. However, it is unclear what types of music … |
J. Rahman; Tom Gedeon; Sabrina Caldwell; Richard Jones; | Extended Abstracts of the 2021 CHI Conference on Human … | 2021-05-08 |
| 1405 | Lyrics Segmentation Via Bimodal Text–audio Representation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Song lyrics contain repeated patterns that have been proven to facilitate automated lyrics segmentation, with the final goal of detecting the building blocks (e.g., chorus, verse) … |
MICHAEL FELL et. al. | Natural Language Engineering | 2021-05-05 |
| 1406 | Improving Community Detection Performance in Heterogeneous Music Network By Learning Edge-type Usefulness Distribution Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a genetic based approach to learn an edge-type usefulness distribution (ETUD) for all edge-types in heterogeneous music networks. |
Zheng Gao; Chun Guo; Shutian Ma; Xiaozhong Liu; | arxiv-cs.IR | 2021-05-03 |
| 1407 | Cross-Modal Music-Video Recommendation: A Study of Design Choices IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we study music/video cross-modal recommendation, i.e. recommending a music track for a video or vice versa. |
Laure Pretet; Gael Richard; Geoffroy Peeters; | arxiv-cs.MM | 2021-04-30 |
| 1408 | MULTIMODAL ANALYSIS: Informed Content Estimation and Audio Source Separation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This dissertation proposes the study of multimodal learning in the context of musical signals. |
Gabriel Meseguer-Brocal; | arxiv-cs.SD | 2021-04-27 |
| 1409 | Music Embedding: A Tool for Incorporating Music Theory Into Computational Music Applications Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we address the disjoint of music theory and computational music by developing an opensource representation tool based on music theory. |
SeyyedPooya HekmatiAthar; Mohd Anwar; | arxiv-cs.SD | 2021-04-24 |
| 1410 | MusCaps: Generating Captions for Music Audio IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we propose to address music description via audio captioning, defined as the task of generating a natural language description of music audio content in a human-like manner. |
Ilaria Manco; Emmanouil Benetos; Elio Quinton; Gyorgy Fazekas; | arxiv-cs.SD | 2021-04-24 |
| 1411 | Low-Frequency Characterization of Music Sounds — Ultra-Bass Richness from The Sound Wave Beats Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We try to clarify this difference and similarity of unison and solo numerically analyzing the beat of `violins` with timbre, vibrato, melody, and resonance. |
Masahiro Morikawa; | arxiv-cs.SD | 2021-04-18 |
| 1412 | An Interdisciplinary Review of Music Performance Analysis IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper surveys the field of Music Performance Analysis (MPA) from several perspectives including the measurement of performance parameters, the relation of those parameters to the actions and intentions of a performer or perceptual effects on a listener, and finally the assessment of musical performance. |
Alexander Lerch; Claire Arthur; Ashis Pati; Siddharth Gururani; | arxiv-cs.SD | 2021-04-18 |
| 1413 | Reform and Thinking of One’s One Belt, One Road Development Strategy in Inner Mongolia Minority Music Teaching Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: National music is an important part of national culture. Inner Mongolia music is an important part of Chinese national music. It is not only rich in content, but also in various … |
Li Wang; | 2021 2nd Asia-Pacific Conference on Image Processing, … | 2021-04-14 |
| 1414 | Comparison and Analysis of Deep Audio Embeddings for Music Emotion Recognition IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we investigate the utility of state-of-the-art pre-trained deep audio embedding methods to be used in the Music Emotion Recognition (MER) task. |
Eunjeong Koh; Shlomo Dubnov; | arxiv-cs.SD | 2021-04-13 |
| 1415 | RETRACTED: Design and Implementation of Multimedia Teaching Platform for Situational Teaching of Music Appreciation Course Based on Virtual Reality IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The main goal of music appreciation teaching is to cultivate students’ correct aesthetics and teach them to acquire basic knowledge about music history and musical expression … |
LINLING GAN et. al. | International Journal of Electrical Engineering & Education | 2021-04-11 |
| 1416 | A Preliminary Model for The Design of Music Visualizations Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a preliminary model for Music Visualization. |
Swaroop Panda; Shatarupa Thakurta Roy; | arxiv-cs.HC | 2021-04-11 |
| 1417 | Looney Tunes: Exposing The Lack of DRM Protection in Indian Music Streaming Services Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Numerous studies have shown that streaming is now the most preferred way of consuming multimedia content and this is evidenced by the proliferation in the number of streaming service providers as well as the exponential growth in their subscriber base. |
Ahaan Dabholkar; Sourya Kakarla; Dhiman Saha; | arxiv-cs.CR | 2021-03-30 |
| 1418 | Modeling The Compatibility of Stem Tracks to Generate Music Mashups IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we take advantage of separated stems not just for creating mashups, but for training a model that predicts the mutual compatibility of groups of excerpts, using self-supervised and semi-supervised methods. |
Jiawen Huang; Ju-Chiang Wang; Jordan B. L. Smith; Xuchen Song; Yuxuan Wang; | arxiv-cs.SD | 2021-03-25 |
| 1419 | DanceFormer: Music Conditioned 3D Dance Generation with Parametric Motion Transformer IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we reformulate it by a two-stage process, ie, a key pose generation and then an in-between parametric motion curve prediction, where the key poses are easier to be synchronized with the music beats and the parametric curves can be efficiently regressed to render fluent rhythm-aligned movements. |
Buyu Li; Yongchi Zhao; Zhelun Shi; Lu Sheng; | arxiv-cs.AI | 2021-03-18 |
| 1420 | Contrastive Learning of Musical Representations IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we introduce SimCLR to the music domain and contribute a large chain of audio data augmentations to form a simple framework for self-supervised, contrastive learning of musical representations: CLMR. |
Janne Spijkervet; John Ashley Burgoyne; | arxiv-cs.SD | 2021-03-16 |
| 1421 | Computational Timbre and Tonal System Similarity Analysis of The Music of Northern Myanmar-based Kachin Compared to Xinjiang-based Uyghur Ethnic Groups Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Extractions were performed using the apollon and COMSAR (Computational Music and Sound Archiving) frameworks, on which the Ethnographic Sound Recordings Archive (ESRA) is based, using ethnographic recordings from ESRA next to additional pieces. |
Rolf Bader; Michael Blaß; Jonas Franke; | arxiv-cs.SD | 2021-03-15 |
| 1422 | Latent Space Explorations of Singing Voice Synthesis Using DDSP IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work we present a lightweight architecture, based on the Differentiable Digital Signal Processing (DDSP) library, that is able to output song-like utterances conditioned only on pitch and amplitude, after twelve hours of training using small datasets of unprocessed audio. |
Juan Alonso; Cumhur Erkut; | arxiv-cs.SD | 2021-03-12 |
| 1423 | Topological Data Analysis of Korean Music in Jeongganbo: A Cycle Structure Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We use topological data analysis (TDA) to analyze the Korean music written in Jeongganbo for Suyeonjang, Songuyeo, and Taryong, those well-known pieces played at the palace and among noble community. |
Mai Lan Tran; Changbom Park; Jae-Hun Jung; | arxiv-cs.SD | 2021-03-11 |
| 1424 | Bio‐signal‐processing‐based Convolutional Neural Networks Model for Music Program Scene Editing Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Popular songs have evolved from vinyl records (voice files) to music videos. Sound and video can be mixed and presented in such a manner that only sound is heard. Scenes from … |
P. Kim; | Concurrency and Computation: Practice and Experience | 2021-03-09 |
| 1425 | Electrophysiological Correlation Underlying The Effects of Music Preference on The Prefrontal Cortex Using A Brain–Computer Interface Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This study aims to research the task of recognising brain activities in the prefrontal cortex that correspond to music at different preference levels. Since task performance … |
K. Tseng; | Sensors (Basel, Switzerland) | 2021-03-01 |
| 1426 | Music Genre Bars Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this initial work, we propose horizontally stacked bar charts to represent a music dataset annotated by these soft music genres. |
Swaroop Panda; S. T. Roy; | arxiv-cs.HC | 2021-02-27 |
| 1427 | Visualizing Music Genres Using A Topic Model Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we visualize music genres using a probabilistic topic model. |
Swaroop Panda; V. Namboodiri; S. T. Roy; | arxiv-cs.HC | 2021-02-26 |
| 1428 | Music-Circles: Can Music Be Represented With Numbers? Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: These clustering attempts serve critical purposes for various stakeholders involved in the music industry. |
SEOKGI KIM et. al. | arxiv-cs.HC | 2021-02-26 |
| 1429 | Support The Underground: Characteristics of Beyond-Mainstream Music Listeners IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we study the characteristics of beyond-mainstream music and music listeners and analyze to what extent these characteristics impact the quality of music recommendations provided. Therefore, we create a novel dataset consisting of Last.fm listening histories of several thousand beyond-mainstream music listeners, which we enrich with additional metadata describing music tracks and music listeners. |
DOMINIK KOWALD et. al. | arxiv-cs.IR | 2021-02-24 |
| 1430 | Deep Learning Approach for Singer Voice Classification of Vietnamese Popular Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a new method to identify the singer’s name based on analysis of Vietnamese popular music. |
Toan Pham Van; Ngoc N. Tran; Ta Minh Thanh; | arxiv-cs.SD | 2021-02-24 |
| 1431 | Music Signal Separation Using Supervised Robust Non-Negative Matrix Factorization with Β-divergence Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We propose a supervised method based on robust non-negative matrix factorization (RNMF) for music signal separation with β-divergence called supervised robust non-negative matrix … |
Feng Li; Hao Chang; | International Journal of Circuits, Systems and Signal … | 2021-02-22 |
| 1432 | Singer Identification Using Deep Timbre Feature Learning with KNN-Net IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we study the issue of automatic singer identification (SID) in popular music recordings, which aims to recognize who sang a given piece of song. We also create singer32 and singer60 datasets consisting of Chinese pop music to evaluate the reliability of the proposed method. |
Xulong Zhang; Jiale Qian; Yi Yu; Yifu Sun; Wei Li; | arxiv-cs.SD | 2021-02-19 |
| 1433 | Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we propose CM-HRNN: a conditional melody generation model based on a hierarchical recurrent neural network. |
Zixun Guo; Makris Dimos; Herremans Dorien; | arxiv-cs.SD | 2021-02-19 |
| 1434 | Frequency-Temporal Attention Network for Singing Melody Extraction IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In particular, the proposed model contains frequency-temporal attention modules and a selective fusion module corresponding to these three physical properties. |
Shuai Yu; Xiaoheng Sun; Yi Yu; Wei Li; | arxiv-cs.SD | 2021-02-19 |
| 1435 | A Combination of Multi-Objective Genetic Algorithm and Deep Learning for Music Harmony Generation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Also, original music contains different elements that should work together, such as melody, harmony, and rhythm; but in the most of previous works, AMG works only for one element (e.g., melody). Therefore, in this paper, we propose a Multi-Objective Genetic Algorithm (MO-GA) to generate polyphonic music pieces, considering grammar and listener satisfaction. |
Maryam Majidi; Rahil Mahdian Toroghi; | arxiv-cs.AI | 2021-02-16 |
| 1436 | SongMASS: Automatic Song Writing with Pre-training and Alignment Constraint IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose SongMASS to address the above challenges, which leverages masked sequence to sequence (MASS) pre-training and attention based alignment modeling for lyric-to-melody and melody-to-lyric generation. |
ZHONGHAO SHENG et. al. | aaai | 2021-02-09 |
| 1437 | Compound Word Transformer: Learning to Compose Full-Song Music Over Dynamic Directed Hypergraphs IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we present a conceptually different approach that explicitly takes into account the type of the tokens, such as note types and metric types. |
Wen-Yi Hsiao; Jen-Yu Liu; Yin-Cheng Yeh; Yi-Hsuan Yang; | aaai | 2021-02-09 |
| 1438 | Positions, Channels, and Layers: Fully Generalized Non-Local Network for Singer Identification Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To address the limitation, we target at singer identification (SID) task and present a fully generalized non-local (FGNL) module to help identify fine-grained vocals. |
I-Yuan Kuo; Wen-Li Wei; Jen-Chun Lin; | aaai | 2021-02-09 |
| 1439 | Symbolic Music Generation with Transformer-GANs IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We use a pre-trained Span-BERT model for the discriminator of the GAN, which in our experiments helped with training stability. |
AASHIQ MUHAMED et. al. | aaai | 2021-02-09 |
| 1440 | TräumerAI: Dreaming Music with StyleGAN IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The goal of this paper to generate a visually appealing video that responds to music with a neural network so that each frame of the video reflects the musical characteristics of the corresponding audio clip. |
Dasaem Jeong; Seungheon Doh; Taegyun Kwon; | arxiv-cs.SD | 2021-02-09 |
| 1441 | RETRACTED: Study on The Reform of “online and Offline” Mixed Music Education Model Under The 5G of The Times IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In order to improve the ability of “online and offline” mixed music education integration and information fusion under the background of 5G times, combined with the big data … |
Yuqing Xiao; | International Journal of Electrical Engineering & Education | 2021-02-01 |
| 1442 | Boosting The Predictive Accurary of Singer Identification Using Discrete Wavelet Transform For Feature Extraction Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this project, we focus on the problem of identifying the singer by using different methods for feature extraction. |
Victoire Djimna Noyum; Younous Perieukeu Mofenjou; Cyrille Feudjio; Alkan Göktug; Ernest Fokoué; | arxiv-cs.SD | 2021-01-31 |
| 1443 | Neural Network Architectures to Classify Emotions in Indian Classical Music Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper we present a new dataset called JUMusEmoDB which presently has 400 audio clips (30 seconds each) where 200 clips correspond to happy emotions and the remaining 200 clips correspond to sad emotion. |
UDDALOK SARKAR et. al. | arxiv-cs.SD | 2021-01-31 |
| 1444 | Revealing Preference in Popular Music Through Familiarity and Brain Response IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: Music preference was reported as a factor, which could elicit innermost music emotion, entailing accurate ground-truth data and music therapy efficiency. This study executes … |
SORAVITT SANGNARK et. al. | arxiv-cs.HC | 2021-01-30 |
| 1445 | Novel Recording Studio Features for Music Information Retrieval Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We therefore suggest using audio metering and monitoring tools from the recording studio to analyze EDM, instead of relying on conventional low-level audio features. |
Tim Ziemer; Pattararat Kiattipadungkul; Tanyarin Karuchit; | arxiv-cs.SD | 2021-01-25 |
| 1446 | Automorphism Groups and Isometries for Cyclic Orbit Codes Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We study orbit codes in the field extension ${\mathbb F}_{q^n}$. |
Heide Gluesing-Luerssen; Hunter Lehmann; | arxiv-cs.IT | 2021-01-23 |
| 1447 | A Framework to Compare Music Generative Models Using Automatic Evaluation Metrics Extended to Rhythm Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: To train a machine learning model is necessary to take numerous decisions about many options for each process involved, in the field of sequence generation and more specifically of music composition, the nature of the problem helps to narrow the options but at the same time, some other options appear for specific challenges. |
Sebastian Garcia-Valencia; Alejandro Betancourt; Juan G. Lalinde-Pulido; | arxiv-cs.SD | 2021-01-19 |
| 1448 | An Emotion-aware Music Recommender System: Bridging The User’s Interaction and Music Recommendation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View |
Saba Yousefian Jazi; M. Kaedi; A. Fatemi; | Multimedia Tools and Applications | 2021-01-15 |
| 1449 | User Perspectives on Critical Factors for Collaborative Playlists Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: From these findings we propose design implications to inform further design of CP functionalities and platforms, and highlight potential benefits and challenges related to their adoption in current music services. |
So Yeon Park; Blair Kaneshiro; | arxiv-cs.HC | 2021-01-10 |
| 1450 | Transformer-based Approach Towards Music Emotion Recognition from Lyrics IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this study, we use the transformer-based approach model using XLNet as the base architecture which, till date, has not been used to identify emotional connotations of music based on lyrics. |
Yudhik Agrawal; Ramaguru Guru Ravi Shanker; Vinoo Alluri; | arxiv-cs.IR | 2021-01-06 |
| 1451 | A Tutorial on AI Music Composition IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: AI music composition is one of the most attractive and important topics in artificial intelligence, music, and multimedia. The typical tasks in AI music composition include melody … |
Xu Tan; Xiaobing Li; | Proceedings of the 29th ACM International Conference on … | 2021-01-01 |
| 1452 | CCMR: A Classic-enriched Connotation-aware Music Retrieval System on Social Media with Visual Inputs Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The increasing popularity of digital music and the growing ubiquity of network connection have promoted the expansion of online music sharing platforms (e.g., YouTube, Spotify). … |
Lanyu Shang; Daniel Zhang; Jialie Shen; Eamon Lopez Marmion; Dong Wang; | Social Network Analysis and Mining | 2021-01-01 |
| 1453 | Generative Deep Learning for Virtuosic Classical Music: Generative Adversarial Networks As Renowned Composers Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: By narrowing down implementation issues both programmatically and musically, we can create a better understanding of what parameters are necessary for a generated composition nearly indistinguishable from that of a master composer. |
Daniel Szelogowski; | arxiv-cs.SD | 2021-01-01 |
| 1454 | Presenting Non-audible Vibrations of Music By Oscillative Air Jet Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We propose and evaluate the vibration presentation by air jet to realize the low frequency and non-audible air vibration, which is one of the elements of the music experience. … |
Akinari Shibao; Satoshi Saga; | 2021 IEEE World Haptics Conference (WHC) | 2021-01-01 |
| 1455 | Play It Again, Sam! Recommending Familiar Music in Fresh Ways Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the music domain, repeated consumption is not uncommon. In this work, we explore how to recommend familiar music in fresh ways. Specifically, we design algorithms that can … |
Giovanni Gabbolini; Derek Bridge; | Fifteenth ACM Conference on Recommender Systems | 2021-01-01 |
| 1456 | Investigate The Effects of Background Music on Visual Cognitive Tasks Using Multimodal Learning Analytics Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music is a popular form of entertainment and has become common practice to adjust cognition, affect, and motivation. Regarding the effects of background music on learning tasks, … |
Ying Que; Xiao Hu; | 2021 International Conference on Advanced Learning … | 2021-01-01 |
| 1457 | THE DEVELOPMENT OF EARLY MUSIC BROADCASTING IN THE CONTEXT OF THE AUDIO RECORDING MEDIA EVOLUTION (UNTIL 1970s) Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The purpose of the article is to determine the stages of development of music broadcasting and to reveal their features in the context of the evolution of audio recording means. … |
Oleksandr Mazur; | 2021-01-01 | |
| 1458 | The Music in Staff Notation Related Papers Related Patents Related Grants Related Venues Related Experts View |
John Milsom; | 2021-01-01 | |
| 1459 | Classifying Audio Music Genres Using CNN and RNN Related Papers Related Patents Related Grants Related Venues Related Experts View |
Ahmed A. Khamees; Hani D. Hejazi; Muhammad Alshurideh; Said A. Salloum; | 2021-01-01 | |
| 1460 | Multi-Singer: Fast Multi-Singer Singing Voice Vocoder With A Large-Scale Corpus IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: High-fidelity multi-singer singing voice synthesis is challenging for neural vocoder due to the singing voice data shortage, limited singer generalization, and large computational … |
RONGJIE HUANG et. al. | Proceedings of the 29th ACM International Conference on … | 2021-01-01 |
| 1461 | HANME: Hierarchical Attention Network for Singing Melody Extraction IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Singing melody extraction in polyphonic musical audio is a very critical and challenging task in music information retrieval (MIR). Contextual frame-level information has proven … |
Shuai Yu; Yi Yu; Xi Chen; Wei Li; | IEEE Signal Processing Letters | 2021-01-01 |
| 1462 | A Novel Emotion-Aware Hybrid Music Recommendation Method Using Deep Neural Network IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Emotion-aware music recommendations has gained increasing attention in recent years, as music comes with the ability to regulate human emotions. Exploiting emotional information … |
Shu Wang; Chonghuan Xu; Austin Shijun Ding; Zhongyun Tang; | Electronics | 2021-01-01 |
| 1463 | The Concept of Melody. A Structural Point of View Related Papers Related Patents Related Grants Related Venues Related Experts View |
Anca Preda; | 2021-01-01 | |
| 1464 | Sound Beyond Representation: Experimental Performance Practices in Music Related Papers Related Patents Related Grants Related Venues Related Experts View |
Lucia D’Errico; | 2021-01-01 | |
| 1465 | Multiple Objects Detection Using An Airborne Ultrasonic Phased Array with MUSIC Method Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The goal of this research is to develop a system that recognizes the surrounding environment by the ultrasonic sensor in high resolution. In this study, the multiple signal … |
Satoki Uehara; Akira Seino; Takayuki Takahashi; | 2021 IEEE/SICE International Symposium on System … | 2021-01-01 |
| 1466 | Music Classification and Detection of Location Factors of Feature Words in Complex Noise Environment Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In order to solve the problem of the influence of feature word position in lyrics on music emotion classification, this paper designs a music classification and detection model in … |
Yulan Xu; Qiaowei Li; | Complex. | 2021-01-01 |
| 1467 | Data Augmentation for End-to-End Optical Music Recognition Related Papers Related Patents Related Grants Related Venues Related Experts View |
Juan C. López-Gutiérrez; Jose J. Valero-Mas; Francisco J. Castellanos; Jorge Calvo-Zaragoza; | 2021-01-01 | |
| 1468 | Popular Music Reaction Videos: Reactivity, Creator Labor, and The Performance of Listening Online IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In popular music reaction videos, performers on YouTube—called “creators”—record their reactions to popular music, filming themselves as they listen to music recordings and watch … |
Byrd McDaniel; | New Media & Society | 2021-01-01 |
| 1469 | Using Formal Grammars As Musical Genome Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper, we explore a generative music method that can compose atonal and tonal music in different styles. One of the main differences between regular engineering problems … |
David Daniel Albarracín-Molina; Alfredo Raglio; Francisco Rivas-Ruiz; Francisco J. Vico; | Applied Sciences | 2021-01-01 |
| 1470 | Fundamentals of Music Processing: Using Python and Jupyter Notebooks IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View |
Meinard Müller; | Fundamentals of Music Processing | 2021-01-01 |
| 1471 | Notes on The Music: A Social Data Infrastructure for Music Annotation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Beside transmitting musical meaning from composer to reader, symbolic music notation affords the dynamic addition of layers of information by annotation. This allows music scores … |
DAVID M. WEIGL et. al. | 8th International Conference on Digital Libraries for … | 2021-01-01 |
| 1472 | Creativity in Children’s Digital Music Composition Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Composing is a neglected area of music education. To increase participation, many technologies provide open-ended interfaces to motivate child autodidactic use, drawing influence … |
Corey Ford; Nick Bryan-Kinns; Chris Nash; | 2021-01-01 | |
| 1473 | Decentralized Calibration Process for Distributed Water Resources Systems Using The Self-adaptive Multi-memory Melody Search Algorithm Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Having systematic simulation and optimization models with high computational accuracy is one of the most important problems in developing decision support systems. In the present … |
Seyed Mohammad Ashrafi; Maral Mahmoudi; | Journal of Hydroinformatics | 2021-01-01 |
| 1474 | A Clustering Analysis Method for Massive Music Data Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Article history Received: 22 March 2021 Revised: 29 March 2021 Accepted: 9 April 2021 Published Online: 16 April 2021 Clustering analysis plays a very important role in the field … |
Yanping Xu; Sen Xu; | 2021-01-01 | |
| 1475 | Hierarchical Regulated Iterative Network for Joint Task of Music Detection and Music Relative Loudness Estimation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: One practical requirement of the music copyright management is the estimation of music relative loudness, which is mostly ignored in existing music detection works. To solve this … |
Bijue Jia; Jiancheng Lv; Xi Peng; Yao Chen; Shenglan Yang; | IEEE/ACM Transactions on Audio, Speech, and Language … | 2021-01-01 |
| 1476 | Interdisciplinary Computational Thinking with Music and Programming: A Case Study on Algorithmic Music Composition with Sonic Pi IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View |
Christopher Grant Petrie; | Computer Science Education | 2021-01-01 |
| 1477 | Projections of Image on Sound Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: It has often been claimed that music video has exerted an aesthetic influence on cinema. This chapter establishes some of the common arguments surrounding this claim while … |
Mathias Bonde Korsgaard; | 2021-01-01 | |
| 1478 | Sensing Time and Space Through The Soundtracks of Interstellar and Arrival Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This chapter discusses the recent science fiction films Interstellar (2014; music by Hans Zimmer) and Arrival (2016; music by Jóhann Jóhannsson) as benchmarks for new ways of … |
John Richardson; Anna-Elena Pääkkölä; Sanna Qvick; | 2021-01-01 | |
| 1479 | Music Emotion Recognition: Toward New, Robust Standards in Personalized and Context-sensitive Applications IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Emotion is one of the main reasons why people engage and interact with music [1]. Songs can express our inner feelings, produce goosebumps, bring us to tears, share an emotional … |
JUAN SEBASTIÁN GÓMEZ CAÑÓN et. al. | IEEE Signal Processing Magazine | 2021-01-01 |
| 1480 | Siamese Neural Networks for Content-based Cold-Start Music Recommendation IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music recommendation systems typically use collaborative filtering to determine which songs to recommend to their users. This mechanism matches a user with listeners that have … |
Michael Pulis; Josef Bajada; | Fifteenth ACM Conference on Recommender Systems | 2021-01-01 |
| 1481 | Application-Programming Interface (API) for Song Recognition Systems Related Papers Related Patents Related Grants Related Venues Related Experts View |
Murtadha Arif Bin Sahbudin; Chakib Chaouch; Salvatore Serrano; Marco Scarpa; | Advances in Science, Technology and Engineering Systems … | 2021-01-01 |
| 1482 | Mu-musicplay: How The Interactive Use of Games and Music Influence The Capacity of Autistic Children to Recognize Emotions in Videos and Music Related Papers Related Patents Related Grants Related Venues Related Experts View |
Ting Liang; I-Jui Lee; | 2021-01-01 | |
| 1483 | Emotion Regulation Music Recommendation Based on Feature Selection Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Chinese traditional music has been proved to be effective in emotion regulation for thousands of years. Five different groups of Chinese traditional music which have been proved … |
Xiaoliang Gong; Ruiyi Yuan; Hui Qian; Yufei Chen; Anthony G. Cohn; | 2021-01-01 | |
| 1484 | Music Genre Classification: Looking for The Perfect Network IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View |
Daniel Kostrzewa; Piotr Kaminski; Robert Brzeski; | 2021-01-01 | |
| 1485 | Gesture Controlled Music Player Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A music player is a computer program for playing audio files or songs encoded in MP3 format. This application will reside in the user’s computer, such as iTunes, Windows Media … |
Kanishka Singh Rathore; | International Journal for Research in Applied Science and … | 2021-01-01 |
| 1486 | Genre-bending on An Academic Platform: Three Creative Works on Scalar Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper investigates genre and media specificity of electronic literature created in Scalar. Scalar is a platform and authoring tool created specifically for humanities … |
Hannah Ackermans; | Proceedings of the 32nd ACM Conference on Hypertext and … | 2021-01-01 |
| 1487 | Audio Classification for Music Information Retrieval of Hindustani Vocal Music IF:5 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: An important task in music information retrieval of Indian Art Music is the recognition of the larger musicological frameworks, called ragas, on which the performances are based. … |
Amit Rege; Ravi Sindal; | Indonesian Journal of Electrical Engineering and Computer … | 2021-01-01 |
| 1488 | Music Instrument Estimation and Multiple Sound Source Analysis from Monophonic Inputs Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this study, we propose a method for multiphonic analysis using Non-Negative Matrix Factor 2-D Deconvolution (NMF2D) that has versatility and does not limit the number of … |
Yasutaka Tsutsumi; Teruhisa Hochin; Hiroki Nomiya; | Proceedings of the The 8th International Virtual Conference … | 2021-01-01 |
| 1489 | The Practice of String Sound Source in Computer Music Production–Take Pop Music Production As An Example Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the new era background, the computer music production industry has been continuously developed, the music industry has also entered a new digital era. Instead of relying on … |
Zhao Xinhao; | 2021-01-01 | |
| 1490 | Music and Time Perception in Audiovisuals: Arousing Soundtracks Lead to Time Overestimation No Matter Their Emotional Valence Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: One of the most tangible effects of music is its ability to alter our perception of time. Research on waiting times and time estimation of musical excerpts has attested its … |
Alessandro Ansani; Marco Marini; Luca Mallia; Isabella Poggi; | Multimodal Technol. Interact. | 2021-01-01 |
| 1491 | Embodied Gestures: Sculpting Energy-Motion Models Into Musical Interfaces Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper we discuss the beneficial aspects of incorporating energy-motion models as a design pattern in musical interface design. These models can be understood as archetypes … |
Enrique Tomás; Thomas Gorbach; Hilda Tellioglu; Martin Kaltenbrunner; | 2021-01-01 | |
| 1492 | Music Genre Classification ChatBot Related Papers Related Patents Related Grants Related Venues Related Experts View |
Rishit Jain; Ritik Sharma; Preeti Nagrath; Rachna Jain; | 2021-01-01 | |
| 1493 | DBTMPE: Deep Bidirectional Transformers-Based Masked Predictive Encoder Approach for Music Genre Classification IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Music is a type of time-series data. As the size of the data increases, it is a challenge to build robust music genre classification systems from massive amounts of music data. … |
Lvyang Qiu; Shuyu Li; Yunsick Sung; | Mathematics | 2021-01-01 |
| 1494 | Efficient Retrieval of Music Recordings Using Graph-Based Index Structures Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Flexible retrieval systems are required for conveniently browsing through large music collections. In a particular content-based music retrieval scenario, the user provides a … |
Frank Zalkow; Julian Brandner; Meinard Müller; | 2021-01-01 | |
| 1495 | On The Classification Training of Vocal Music Technique Under The Pentathlon Technique Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The classification of vocal music has its scientific basis. In the classification training of vocal music technology, it requires the precipitation of academic background and … |
Haifeng Huang; | 2021-01-01 | |
| 1496 | Emotion Annotation of Music: A Citizen Science Approach Related Papers Related Patents Related Grants Related Venues Related Experts View |
NICOLÁS FELIPE GUTIÉRREZ PÁEZ et. al. | 2021-01-01 | |
| 1497 | Practice and Research on Network Digital Multimedia Vocal Music Teaching Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Vocal music art is an important part of China’s excellent culture. In the teaching of vocal music, the traditional teaching methods have some defects, such as long training cycle, … |
Junhui Zhao; | 2021 2nd International Conference on Computers, Information … | 2021-01-01 |
| 1498 | Functional Approach to Songs in Film Translation: Challenges and Compromises Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Translation of songs used in films comprises a unique phenomenon since it supposes to take into account an interdependence of two multimodal systems and their components. The … |
Olena Pidhrushna; | 2021-01-01 | |
| 1499 | Optimization of Music Teaching in Colleges and Universities Based on Multimedia Technology IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Multimedia technology refers to the computer as the core, integrated text, graphics, images, sound, animation, video and other multimedia information, and make the information to … |
PENG Fang; | 2021-01-01 | |
| 1500 | Towards Inclusive Streaming: Building Multimodal Music Experiences for The Deaf and Hard of Hearing Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: As online streaming becomes a primary method for music consumption, the various modalities that many people with hearing loss rely on for their enjoyment need to be supported. … |
Thomas Barlow McHugh; Abir Saha; David Bar-El; Marcelo Worsley; Anne Marie Piper; | Extended Abstracts of the 2021 CHI Conference on Human … | 2021-01-01 |