Music Generation

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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.

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275 papers

Latest in Music Generation

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  1. HAIM: Human-AI Music Datasets for AI Music Production Tracking Benchmark

    Jun 1, 2026Seonghyeon Go, Yumin KimMusic GenerationHuman-Ai Collaboration

  2. CanonCGT: Reference-Based Color Grading via Canonical Pivot Representation

    Jun 1, 2026Jinwon Ko, Keunsoo Ko, Chang-Su KimImage ProcessingIntermediate Representations

  3. A Lightweight Slot-Attention Framework for Multi-Instrument Multi-Pitch Estimation

    May 31, 2026Michael TaenzerPitchAudio Latent

  4. SegTune: Structured and Fine-Grained Control for Song Generation

    May 31, 2026Yuejiao Wang, Zihao Ji, Pengfei Cai +6Music GenerationTuning

  5. Harmonic: Hierarchical State Space Models for Efficient Long-Context Language Modeling

    May 30, 2026Petr NyomaEfficient Long-Context InferenceState Space Models

  6. AnchorSteer: Self-Discovered Concept Injection for Structure-Preserving Music Editing

    May 29, 2026Chih-Heng Chang, Keng-Seng Ho, Chih-Yu Tsai +3Music EditingSheet Music

  7. Multimodal Music Recommendation System using LLMs

    May 28, 2026Srikar Prabhas Kandagatla, Sreehitha R. Narayana, Chandana Magapu +6Multimodal RecommendationConversational Music Recommendation

  8. MusTBench: Benchmarking and Advancing Temporal Grounding in Music LLMs

    May 28, 2026Daeyong Kwon, Qiyu Wu, Shinobu Kuriya +6Music UnderstandingLarge Audio Language Models

  9. Auditing Training Data in Generative Music Models via Black-Box Membership Inference

    May 28, 2026Yi Chen Liu, Jiawei Yu, Kexin Cao +3Music GenerationMembership Inference

  10. Affective Music Recommendation: A Rollout-Based World Model for Offline Preference Optimization

    May 27, 2026Audrey Chan, Aaron Labbé, Jacob Lavoie +4Affective ComputingConversational Music Recommendation

  11. DEMON: Diffusion Engine for Musical Orchestrated Noise

    May 27, 2026Ryan FosdickMusic EditingInstrument

  12. MERIT: Learning Disentangled Music Representations for Audio Similarity

    May 26, 2026Abhinaba Roy, Junyi Liang, Dorien HerremansMusic UnderstandingAudio Latent

  13. Causal Representation Learning for Generalisable Recommendation

    May 26, 2026Yorgos Felekis, Michael O'Riordan, Oriol Corcoll +1Causal Representation LearningRecommendation

  14. PitchBench: Measuring Pitch Hearing in Audio-Language Models

    May 25, 2026Milan Liessens Dujardin, Song-Ze Yu, Craver Corbyn Thomas-Smith +2Large Audio Language ModelsPitch

  15. Rubato: Transcribing Piano Music with Timestamps

    May 22, 2026Nazif Can Tamer, Victoria Ebert, Guang Yang +1PianoSheet Music

  16. Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators

    May 21, 2026Zachary Novack, Stephen Brade, Haven Kim +8Music GenerationConversational Music Recommendation

  17. Instrumental Text-to-Music Generation with Auxiliary Conditioning Branches

    May 20, 2026Junyoung KohMusic Generation

  18. Generative AI and Copyright Infringement: A Legal-Technical Analysis of AI Music Generation Systems Under 17 U.S.C. Title 17

    May 20, 2026Zuhaib Hussain ButtMusic GenerationRights

  19. Academic Text-to-Music Grand Challenge: Datasets, Baselines, and Evaluation Methods

    May 20, 2026Fang-Chih Hsieh, Wei-Jaw Lee, Chun-Ping Wang +3Music Generation

  20. Music of Changing Lines: Toward a Culturally Situated Approach to the I-Ching

    May 19, 2026Ling Qi, Aleksandra Teng Ma, Alexandria SmithMusic GenerationSheet Music

  21. Precise and Simple Audio-to-Score Alignment

    May 19, 2026Silvan Peter, Patricia Hu, Gerhard WidmerMusic UnderstandingFeature Alignment

  22. A Dataset for the Recognition of Historical and Handwritten Music Scores in Western Notation

    May 18, 2026Pau Torras, Jiří Mayer, Carles Badal +7Sheet Music

  23. MusicDET: Zero-Shot AI-Generated Music Detection

    May 18, 2026Chaolei Han, Hongsong Wang, Jie GuiMusic GenerationAudio Deepfake Detection

  24. Surface-Form Neural Sparse Retrieval: Robust Fuzzy Matching for Industrial Music Search

    May 18, 2026Paul Greyson, Zhichao Geng, Wei Zhang +1Retrieval LayerConversational Music Recommendation

  25. Mental Damage: Caption Poisoning Attacks on Retrieval-Augmented Text-to-Music Generation

    May 18, 2026Yizhu Wen, Shuhao Zhang, Nan Zhang +2Music GenerationConversational Music Recommendation

  26. A Distribution Matching Approach to Neural Piano Transcription with Optimal Transport

    May 17, 2026Weixing Wei, Raynaldi Lalang, Dichucheng Li +1PianoTranscription

  27. MusicSynth: An Automated Pipeline for Generating Violin Fingerboard Animations from Sheet Music Using Optical Music Recognition

    May 16, 2026Abhimanyu KaushikSheet MusicInstrument

  28. Modeling Music as a Time-Frequency Image: A 2D Tokenizer for Music Generation

    May 15, 2026Yuqing Cheng, Xingyu Ma, Guochen Yu +1Audio TokensMusic Generation

  29. Persian MusicGen: A Large-Scale Dataset and Culturally-Aware Generative Model for Persian Music

    May 14, 2026Mohammad Hossein Sameti, Diba Hadi Esfangereh, Sepehr Harfi Moridani +2Music GenerationPersian

  30. Break-the-Beat! Controllable MIDI-to-Drum Audio Synthesis

    May 14, 2026Shuyang Cui, Zhi Zhong, Qiyu Wu +9Music Generation

  31. PiAnnotate: A Web Annotation Tool for Piano Fingering, with a Diagnostic Probe

    May 14, 2026Joonhyung Bae, Kirak Kim, Hyeyoon Cho +8PianoHuman Annotations

  32. Case Studies and Reflections on Agentic Software Engineering for Rapid Development of Digital Music Instruments

    May 13, 2026Matthew John Yee-KingInstrumentSoftware

  33. Text2Score: Generating Sheet Music From Textual Prompts

    May 13, 2026Keshav Bhandari, Sungkyun Chang, Abhinaba Roy +4Music GenerationSheet Music

  34. Drum Synthesis from Expressive Drum Grids via Neural Audio Codecs

    May 11, 2026Konstantinos Soiledis, Maximos Kaliakatsos-Papakostas, Dimos Makris +1Neural Audio CodecsConversational Music Recommendation

  35. Polyphonia: Zero-Shot Timbre Transfer in Polyphonic Music with Acoustic-Informed Attention Calibration

    May 11, 2026Haowen Li, Tianxiang Li, Yi Yang +2Music GenerationVocalizations

  36. Explicit Stair Geometry Conditioning for Robust Humanoid Locomotion

    May 11, 2026Jianguo Zhang, Wentai Xu, Shusheng Ye +5Perceptive Locomotion PoliciesLong-Tail Humanoid Whole-Body Control

  37. Reddit2Deezer: A Scalable Dataset for Real-World Grounded Conversational Music Recommendation

    May 9, 2026Haven Kim, Julian McAuleyConversational Music RecommendationText Corpora

  38. Many-to-Many Multi-Agent Pickup and Delivery

    May 8, 2026Ethan Schneider, Jingkai Chen, Tianyi Gu +3Warehouse AutomationMulti-Robot Systems

  39. A Decomposed Retrieval-Edit-Rerank Framework for Chord Generation

    May 8, 2026Qiqi He, Dichucheng Li, Xiaoheng Sun +1Music GenerationMusic Understanding

  40. PianoCoRe: Combined and Refined Piano MIDI Dataset

    May 7, 2026Ilya BorovikPiano

  41. Instrumental Choices: Measuring the Propensity of LLM Agents to Pursue Instrumental Behaviors

    May 7, 2026Jonas Wiedermann-Möller, Leonard Dung, Maksym AndriushchenkoArtificial Intelligence SafetyLarge Language Model Agents

  42. Library learning with e-graphs on jazz harmony

    May 6, 2026Zeng Ren, Maddy Bowers, Xinyi Guan +1Harmonic TonesSheet Music

  43. PHALAR: Phasors for Learned Musical Audio Representations

    May 5, 2026Davide Marincione, Michele Mancusi, Giorgio Strano +4Sheet MusicRetrieval Task

  44. Cosmodoit: A Python Package for Adaptive, Efficient Pipelining of Feature Extraction from Performed Music

    May 5, 2026Corentin Guichaoua, Daniel Bedoya, Elaine ChewMusic UnderstandingFeature Extraction

  45. APEX: Large-scale Multi-task Aesthetic-Informed Popularity Prediction for AI-Generated Music

    May 5, 2026Jaavid Aktar Husain, Dorien HerremansMusic GenerationPopularity

  46. RenCon 2025: Revival of the Expressive Performance Rendering Competition

    May 3, 2026Huan Zhang, Taegyun Kwon, Anders Friberg +7PianoRecal

  47. TMD-Bench: A Multi-Level Evaluation Paradigm for Music-Dance Co-Generation

    May 3, 2026Xiaoda Yang, Majun Zhang, Changhao Pan +10Music GenerationDuet

  48. Shao: Scaling Acoustic Token Language Models Toward High-Fidelity Music Generation

    May 3, 2026Jiafeng Liu, Yuanliang Dong, Hongjia Liu +8Music GenerationAudio Tokens

  49. MindMelody: A Closed-Loop EEG-Driven System for Personalized Music Intervention

    May 2, 2026Yimeng Zhang, Yueru Sun, Haoyu Gu +1Music GenerationConversational Music Recommendation

  50. GaMMA: Towards Joint Global-Temporal Music Understanding in Large Multimodal Models

    May 1, 2026Zuyao You, Zhesong Yu, Mingyu Liu +3Music UnderstandingAudio Encoders

  51. SymphonyGen: 3D Hierarchical Orchestral Generation with Controllable Harmony Skeleton

    Apr 28, 2026Xuzheng He, Nan Nan, Zhilin Wang +7Music GenerationChorus

  52. Huí Sù: Co-constructing a Dual Feedback Apparatus

    Apr 28, 2026Yichen Wang, Charles Patrick MartinMusic GenerationFeedback Loop

  53. MUSIC: Learning Muscle-Driven Dexterous Hand Control

    Apr 26, 2026Pei Xu, Yufei Ye, Shuchun Sun +3Long-Tail Humanoid Whole-Body ControlMuscle Anatomy

  54. Opening the Design Space: Two Years of Performance with Intelligent Musical Instruments

    Apr 26, 2026Charles Patrick MartinInstrumentGenerative Artificial Intelligence

  55. An audio-to-analysis pipeline with certified transcription for information-theoretic profiling of the piano repertoire

    Apr 25, 2026Fred Jalbert-DesforgesPianoTranscription

  56. Come Together: Analyzing Popular Songs Through Statistical Embeddings

    Apr 24, 2026Matthew Esmaili Mallory, Mark Glickman, Jason BrownEmbedding DimensionSheet Music

  57. Transformer-Based Rhythm Quantization of Performance MIDI Using Beat Annotations

    Apr 24, 2026Maximilian Wachter, Sebastian Murgul, Michael HeizmannMusic UnderstandingConversational Music Recommendation

  58. Characterizing pitch and roll torque coupling in insect-sized flapping-wing robots using a microfabricated gimbal

    Apr 23, 2026Aaron Weber, Daksh Dhingra, Sawyer B. FullerActuatorRobot Systems

  59. Spectrographic Portamento Gradient Analysis: A Quantitative Method for Historical Cello Recordings with Application to Beethoven's Piano and Cello Sonatas, 1930--2012

    Apr 23, 2026Ignasi SolePianoSpectra

  60. Beyond Rules: Towards Basso Continuo Personal Style Identification

    Apr 23, 2026Adam Štefunko, Jan HajičMusic UnderstandingPitch