Cover Image

Do Music Generation Models Encode Music Theory?

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wei, Megan, Freeman, Michael, Donahue, Chris, Sun, Chen
Format:	Preprint
Published:	2024
Subjects:	Sound Artificial Intelligence Computation and Language Machine Learning Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Foundation Models for Music: A Survey
by: Ma, Yinghao, et al.
Published: (2024)

CSyMR: Benchmarking Compositional Music Information Retrieval in Symbolic Music Reasoning
by: Wang, Boyang, et al.
Published: (2025)

Large Language Models' Internal Perception of Symbolic Music
by: Shin, Andrew, et al.
Published: (2025)

MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
by: Li, Yizhi, et al.
Published: (2023)

Anticipatory Music Transformer
by: Thickstun, John, et al.
Published: (2023)

MuQ: Self-Supervised Music Representation Learning with Mel Residual Vector Quantization
by: Zhu, Haina, et al.
Published: (2025)

ChatMusician: Understanding and Generating Music Intrinsically with LLM
by: Yuan, Ruibin, et al.
Published: (2024)

Missing Melodies: AI Music Generation and its "Nearly" Complete Omission of the Global South
by: Mehta, Atharva, et al.
Published: (2024)

Exploring Adapter Design Tradeoffs for Low Resource Music Generation
by: Mehta, Atharva, et al.
Published: (2025)

F-StrIPE: Fast Structure-Informed Positional Encoding for Symbolic Music Generation
by: Agarwal, Manvi, et al.
Published: (2025)

InspireMusic: Integrating Super Resolution and Large Language Model for High-Fidelity Long-Form Music Generation
by: Zhang, Chong, et al.
Published: (2025)

Cross-Modal Learning for Music-to-Music-Video Description Generation
by: Mao, Zhuoyuan, et al.
Published: (2025)

Simple and Controllable Music Generation
by: Copet, Jade, et al.
Published: (2023)

ComposerX: Multi-Agent Symbolic Music Composition with LLMs
by: Deng, Qixin, et al.
Published: (2024)

MusicLIME: Explainable Multimodal Music Understanding
by: Sotirou, Theodoros, et al.
Published: (2024)

An Independence-promoting Loss for Music Generation with Language Models
by: Lemercier, Jean-Marie, et al.
Published: (2024)

Benchmarking Language Modeling for Lossless Compression of Full-Fidelity Audio
by: Long, Phillip, et al.
Published: (2026)

MusicGen-Chord: Advancing Music Generation through Chord Progressions and Interactive Web-UI
by: Jung, Jongmin, et al.
Published: (2024)

SAGE-Music: Low-Latency Symbolic Music Generation via Attribute-Specialized Key-Value Head Sharing
by: Tan, Jiaye, et al.
Published: (2025)

Musical ethnocentrism in Large Language Models
by: Kruspe, Anna
Published: (2025)

Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning
by: Zhang, Yixiao, et al.
Published: (2024)

A Survey of Music Generation in the Context of Interaction
by: Agchar, Ismael, et al.
Published: (2024)

Hierarchical Generative Modeling of Melodic Vocal Contours in Hindustani Classical Music
by: Shikarpur, Nithya, et al.
Published: (2024)

Structure-informed Positional Encoding for Music Generation
by: Agarwal, Manvi, et al.
Published: (2024)

UniSonate: A Unified Model for Speech, Music, and Sound Effect Generation with Text Instructions
by: Qiang, Chunyu, et al.
Published: (2026)

Aligning Text-to-Music Evaluation with Human Preferences
by: Huang, Yichen, et al.
Published: (2025)

Music Source Restoration
by: Zang, Yongyi, et al.
Published: (2025)

CloserMusicDB: A Modern Multipurpose Dataset of High Quality Music
by: Piekarzewicz, Aleksandra, et al.
Published: (2024)

Predicting User Intents and Musical Attributes from Music Discovery Conversations
by: Kwon, Daeyong, et al.
Published: (2024)

DITTO: Diffusion Inference-Time T-Optimization for Music Generation
by: Novack, Zachary, et al.
Published: (2024)

Presto! Distilling Steps and Layers for Accelerating Music Generation
by: Novack, Zachary, et al.
Published: (2024)

Steering Autoregressive Music Generation with Recursive Feature Machines
by: Zhao, Daniel, et al.
Published: (2025)

Audio Flamingo Next: Next-Generation Open Audio-Language Models for Speech, Sound, and Music
by: Ghosh, Sreyan, et al.
Published: (2026)

Text2midi: Generating Symbolic Music from Captions
by: Bhandari, Keshav, et al.
Published: (2024)

Bob's Confetti: Phonetic Memorization Attacks in Music and Video Generation
by: Roh, Jaechul, et al.
Published: (2025)

Generative AI for Music and Audio
by: Dong, Hao-Wen
Published: (2024)

Progressive Rock Music Classification
by: Nagar, Arpan, et al.
Published: (2025)

From Generality to Mastery: Composer-Style Symbolic Music Generation via Large-Scale Pre-training
by: Yao, Mingyang, et al.
Published: (2025)

Controlling Surprisal in Music Generation via Information Content Curve Matching
by: Bjare, Mathias Rose, et al.
Published: (2024)

MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Response
by: Deng, Zihao, et al.
Published: (2023)