Music Generation

Ask about this field

Recent momentum

emerging

0 papers in the last 28 days · 0.0% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Weekly history

Recent digests

What was published in this field, kept on the site without email delivery.

Period ending 2026-09-21

10 new papers

A weekly snapshot of new work published in Music Generation.

Period ending 2026-09-14

9 new papers

A weekly snapshot of new work published in Music Generation.

Period ending 2026-09-07

8 new papers

A weekly snapshot of new work published in Music Generation.

Inside this field

Focused directions

275 papers

Latest in Music Generation

Browse all topics →
CardsList

  1. P-MUSE: Prompt-MIDI-Optional Model for Unified Instrumental Music Synthesis and Editing

    Aug 3, 2026Chong Jing, Junan Zhang, Jing Yang +3Music GenerationConversational Music Recommendation

  2. Comparative Validation of GPT-4o-mini and Teacher Mean Scores for Automated Scoring of Music Analysis Responses: Single-Pass Deployment, Repeatability, and Strategy-Specific Bias

    Aug 3, 2026Baicheng Lin, Lingxi Jin, Kyung-Seok MinMusic UnderstandingScoring

  3. bFaaaP: An Inclusive, Head-Angle Piano-Pedal Interaction that Quantitatively Reproduces a Pianist's Intended Pedalling -- Foot-Free, for Acoustic and Electronic Pianos

    Aug 1, 2026Tomoyuki Shishido, Masahiro Ootaki, Hiroyuki NarusawaPianoLegs

  4. UOT-IR: Structured Routing of High-Polyphony Symbolic Music into Fixed-Budget Representations

    Aug 1, 2026Ziyue Kang, Nan Nan, Chenhao Lin +1Sheet MusicContext Compression

  5. Do Music Foundation Models Embed Pitch in Helical Structure?

    Jul 31, 2026Hayato Yagi, Shinnosuke Takamichi, Rin Sato +2PitchFoundation Model

  6. Learning to Predict Performance-induced Emotion Differences in Classical Piano Music

    Jul 30, 2026Joann Ching, Gerhard WidmerPianoValence-Arousal Estimation

  7. Improved Robustness in AI-Generated Music Detection

    Jul 29, 2026Emile Dugelay, Thomas Barand, Aurélien Laouar +3Music GenerationAudio Deepfake Detection

  8. SKY-Piano: A Multimodal Piano Performance Dataset

    Jul 29, 2026Joonhyung Bae, Dawon Park, Taegyun Kwon +10PianoMusic Understanding

  9. Detection of AI-generated stems within hybrid human-AI music

    Jul 29, 2026François Rigaud, Gabriel Meseguer-Brocal, Benjamin Martin +1Music GenerationSpeech Separation

  10. Explicit Note-Event Tokenization and Pitch-Validity Constrained Decoding for MIDI-to-Tablature Transcription

    Jul 29, 2026Ting-Kai Hsu, Wei-Chin Wang, Kai-Xi Hong +1Sheet MusicTranscription

  11. Symphony of Bias: Exploring Gender Associations with Musical Instruments in Multimodal LLMs

    Jul 29, 2026Farhan Farsi, Shayan Bali, Mohammad Heydari Rad +2GenderImplicit Bias

  12. GraphIDyOM: A graph-native Python reimplementation of IDyOM for musical expectation modelling

    Jul 28, 2026Lluc Bono RossellóSheet MusicHierarchical Graph Memory

  13. Finding the noise: Zero-shot AI Music Detection

    Jul 28, 2026Darius Afchar, Romain HennequinMusic GenerationMusic Understanding

  14. MusiChat: Vibe Composing for Music Creation

    Jul 27, 2026Callie C. Liao, Duoduo Liao, Ellie L. ZhangMusic GenerationConversational Music Recommendation

  15. Modeling Stylistic Co-evolution in Symbolic Music Heritage Collections

    Jul 27, 2026Yulong He, Ivan Smirnov, Yanming LiSheet MusicHarmonization

  16. Explainable AI through the Lens of Material Agency: Enabling Musical Interface Design with Neural Audio Models

    Jul 25, 2026Shuoyang Jasper Zheng, Anna Xambó Sedó, Nick Bryan-KinnsExplainable Artificial IntelligenceExplainability

  17. Infinite Canons: Maximally Self-Similar Melodic Lines and Canons with Infinite Solutions

    Jul 25, 2026Clifton CallenderHarmonic TonesInfinite-Width Gaussian Limit

  18. Two Views, One Voice: Evidence-Grounded Conversational Music Recommendation

    Jul 24, 2026Sungwook Yoo, Sewook YooRecommendationConversational Music Recommendation

  19. Reflector: Arrangement-Aware Harmonic Retrieval for Sample-Based Composition

    Jul 24, 2026Austin RockmanHarmonic Tones

  20. Spectrogram-Based Joint Detection, Localization, and Classification of Events in Continuously Recorded IBR Waveforms

    Jul 23, 2026Shivanshu Tripathi, Maziar Raissi, Hamed Mohsenian-RadWaveformsTime Series

  21. Pushing the Frontier of Full-Song Generation: Hierarchical Autoregressive Planning Meets Flow-Matching Rendering

    Jul 22, 2026Junyu Dai, Xinyue Fan, Weiqin Li +14Music GenerationClassical Planning

  22. RPPNet: Perceptually-Grouped Rhythm-Pitch Primitives for Long-Term Structure Melody Generation via Boundary-Aware Modeling

    Jul 22, 2026Tieyao Zhang, Yuke Liu, Jiaxing Yu +3Music GenerationMusic Understanding

  23. A Diagnostic Evaluation Framework for AI-Generated Cover Songs Using Music-Theoretic and Acoustic Features

    Jul 22, 2026Yingxin LiangMusic UnderstandingArtificial Intelligence Evaluation

  24. RIME: Enabling Large-Scale Agentic Music Post-Production

    Jul 21, 2026Noah Schaffer, Nikhil SinghMusic GenerationMusic Editing

  25. Teleportation Game: Quantum Teleportation in Multi-Agent Systems for Interactive Music

    Jul 21, 2026Eduardo Reck Miranda, Scott Yeiichi OshiroMulti-Agent SystemsMusic Generation

  26. Dense-Sparse Dynamic Time Warping for Customizing Piano Concerto Accompaniments

    Jul 20, 2026TJ Tsai, Kavi Dey, Yigitcan Ozer +1Piano

  27. Fretiq: Browser-Native Electric Guitar String Classification via Engineered Spectral Features and Held-Out Free-Play Evaluation

    Jul 17, 2026Aadi GargInstrumentMel-Frequency Cepstral Coefficient

  28. WanSong v1.0 Technical Report

    Jul 16, 2026Binghui Chen, Pandeng Li, Yu Liu +1Music GenerationAutoregressive Diffusion

  29. MIDI-RAE-JEPA: Hierarchical Representation Learning and Generation for Symbolic Music

    Jul 16, 2026Scott H. HawleyMusic UnderstandingAudio Latent

  30. Music-to-Dance Generation via Atomic Movements

    Jul 15, 2026Xinhao Cai, Yixuan Sun, Minghang Zheng +4DuetMusic Generation

  31. From Prediction to Collaboration: Interactive Symbolic Music Analysis

    Jul 15, 2026Emmanouil Karystinaios, Johannes Hentschel, Markus Neuwirth +1Music UnderstandingAnnotations

  32. Bring Music The Horizon: Music-Driven 360∘^\circ Video Generation

    Jul 15, 2026Kai Hsu Tsai, Yong Wei Fu, Hung I Yang +1Conversational Music RecommendationJoint Audio-Video Generation

  33. What is a Musical Scale? Regularity and Convention in the Organization of Pitch

    Jul 14, 2026John M McBridePitchRegularity

  34. Open-Source Intelligence and Music Information Retrieval for Geographic Attribution of Musical Affect and the Ecological Limits of Population Inference

    Jul 14, 2026Mohammadreza RashidiMusic UnderstandingPopulations

  35. An Exact Instrument for State Usage in Selective State-Space Models, and the Input-Driven Migration It Reveals

    Jul 13, 2026Raktim BhattacharyaState Space ModelsModel Selection

  36. Qwen-Music Technical Report

    Jul 13, 2026Jin Xu, Kangdi Wang, Ruibin Yuan +24Music GenerationConversational Music Recommendation

  37. Verifier-Guided Twelve-Tone Composition: A Generate-Verify-Repair Harness for Symbolic Music Generation

    Jul 13, 2026Congren Dai, Danni Zhao, Enyang Liu +7Music GenerationData Generation

  38. BeatEdit: Symbolic Music Generation as Explicit Editing

    Jul 13, 2026Haoyu Gu, Lekai Qian, Haowu Zhou +2Music GenerationMusic Editing

  39. MusicMark: A Robust Generative Watermarking Framework for Music Generation

    Jul 13, 2026Seohwan Yun, Jeeyoung Yun, Yongjin Kim +2WatermarkingMusic Generation

  40. Dance to Music Generation leveraging Pre-training with Unpaired data and Contrastive Alignment

    Jul 12, 2026Ryota Kimura, Sangheon Park, Natalia Polouliakh +1DuetMusic Generation

  41. MeloBottleneck: Self-Supervised Melody Skeleton Extraction with a Latent Subsequence Bottleneck

    Jul 11, 2026Fan Bu, Rongfeng Li, Linfeng FanMusic UnderstandingSkeletonization

  42. WaveNet-Style Guitar Amplifier Model Pruning for Real-Time iOS Deployment

    Jul 11, 2026Ryota Sato, Eli SilversteinWaveformsInstrument

  43. Local Multimodal Music Alignment from Global Supervision

    Jul 10, 2026Irmak Bukey, Zachary Novack, Jongmin Jung +2Multimodal AlignmentMultimodal Contrastive Learning

  44. ARIMA: Reconstruction-Grounded Predictive Representation Learning for Symbolic Music

    Jul 10, 2026Mingyang Yao, Zhaoxiang FengMusic UnderstandingAudio Latent

  45. Event-Based Token Sequences for Audio-Conditioned Music-Game Level Modeling

    Jul 10, 2026Ke Zhang, Chu-Hsuan Hsueh, Kokolo IkedaMusic GenerationAudio Tokens

  46. MulTTiPop: A Multitrack Transcription Dataset for Pop Music

    Jul 9, 2026Nathan Pruyne, Benjamin Stoler, William Chen +3Accurate TranscriptionMusic Understanding

  47. Tonnetz-Driven Graph Wedgelet for Harmonic Complexity Reduction in Music Scores

    Jul 9, 2026Emmanuel Caronna, Elisa Francomano, Silvia LicciardiHarmonic TonesSheet Music

  48. MMGenre: Benchmarking Singing Voice Synthesis across Multiple Musical Genres

    Jul 8, 2026Wenhao Feng, Yuxun Tang, Jiatong Shi +1Singing Voice ConversionSheet Music

  49. MADB: A Large-Scale Music Aesthetics Dataset with Professional and Multi-Dimensional Annotations

    Jul 8, 2026Sirui Zhang, Tianle Wang, Xinyi Tong +8AestheticsMusic Generation

  50. Designing Maintainable Hybrid Generative Systems: A Quantum-Inspired Approach to Automated Music Harmony Generation

    Jul 7, 2026Josef PavlicekMusic GenerationSheet Music

  51. Music I Care About: Automated Multimodal Benchmarking of LLM Music Perception Skills on (Almost) Any Music

    Jul 7, 2026Tomáš Sourada, Katia Vendrame, Jan HajičMusic UnderstandingMultimodal Benchmarks

  52. Multimodal Video-to-Music Recommendation via Semantic Retrieval and Temporal Reranking

    Jul 7, 2026Seungheon Doh, Minhee Lee, Sangmoon Lee +2Multimodal RetrievalMusic Understanding

  53. From Textural Counterpoint to Feature Encoding: A Multi-Dimensional Machine Representation Study of Haydn's "The Lark" Integrating Electroacoustic Analysis

    Jul 7, 2026Yakun Liu, Zhiyu Jin, Hai Luan +2Music GenerationAcoustic Representation

  54. LEGATO 2: Toward Multimodal Sheet Music Recognition and Understanding

    Jul 7, 2026Guang Yang, Brian Siyuan Zheng, Victoria Ebert +1Sheet MusicHuman Annotations

  55. What Do AI Agents Actually Change? An Empirical Taxonomy of Mutation Patterns in Performance-Improving Pull Requests

    Jul 6, 2026Illia Dovhoshliubnyi, Nima Soroush, Ashkan Sami +1Coding AgentsArtificial Intelligence Agents

  56. Rating the Pitch, Not the Product: User Evaluations of LLMs Reflect Expectations More Than Performance

    Jul 6, 2026Robert Morabito, Tyler McDonald, Charitra Viswanath +4Large Language Model EvaluationMean Opinion Scores

  57. Quantum-Inspired Harmonic Decision Models: A Computational Framework for Music Generation

    Jul 6, 2026Josef Pavlíček, Petra Pavlíčková, Martin MolhanecMusic GenerationHarmonization

  58. Extending Xenakis: From Architectural Geometry to Sonification of the Philips Pavilion

    Jul 6, 2026Changda Ma, Sunshiyu Wang, Canting Zhu +1Sheet MusicSonification

  59. Taste-aware music retrieval from audio embeddings

    Jul 3, 2026Matteo Spanio, Antonio RodàMusic UnderstandingAudio Representation

  60. Using embeddings to predict spoken word duration and pitch in Mandarin monosyllabic words

    Jul 2, 2026Xiaoyun Jin, Mirjam Ernestus, R. Harald BaayenPitchText Corpora