| Symbolic Music Generation with Diffusion Models | Mar 30, 2021 | Music Generation | CodeCode Available | 1 |
| Msanii: High Fidelity Music Synthesis on a Shoestring Budget | Jan 16, 2023 | Audio inpaintingMusic Generation | CodeCode Available | 1 |
| Multitrack Music Transformer | Jul 14, 2022 | Music Generation | CodeCode Available | 1 |
| Frechet Music Distance: A Metric For Generative Symbolic Music Evaluation | Dec 10, 2024 | FADMusic Generation | CodeCode Available | 1 |
| The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation | Nov 16, 2023 | Music CaptioningMusic Generation | CodeCode Available | 1 |
| ComposerX: Multi-Agent Symbolic Music Composition with LLMs | Apr 28, 2024 | In-Context LearningMusic Generation | CodeCode Available | 1 |
| Towards democratizing music production with AI-Design of Variational Autoencoder-based Rhythm Generator as a DAW plugin | Apr 1, 2020 | Deep LearningMusic Generation | CodeCode Available | 1 |
| Towards Video to Piano Music Generation with Chain-of-Perform Support Benchmarks | May 26, 2025 | Music Generation | CodeCode Available | 1 |
| Unsupervised Source Separation By Steering Pretrained Music Models | Oct 25, 2021 | Audio GenerationAudio Source Separation | CodeCode Available | 1 |
| Loop Copilot: Conducting AI Ensembles for Music Generation and Iterative Editing | Oct 19, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Learning Interpretable Representation for Controllable Polyphonic Music Generation | Aug 17, 2020 | DisentanglementMusic Generation | CodeCode Available | 1 |
| JEN-1: Text-Guided Universal Music Generation with Omnidirectional Diffusion Models | Aug 9, 2023 | Computational EfficiencyIn-Context Learning | CodeCode Available | 1 |
| Learning to Generate Music With Sentiment | Mar 9, 2021 | Deep LearningMusic Generation | CodeCode Available | 1 |
| Can GAN originate new electronic dance music genres? -- Generating novel rhythm patterns using GAN with Genre Ambiguity Loss | Nov 25, 2020 | Deep LearningMusic Generation | CodeCode Available | 1 |
| LoopGen: Training-Free Loopable Music Generation | Apr 6, 2025 | Music Generation | CodeCode Available | 1 |
| Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset | Oct 29, 2018 | Music GenerationMusic Modeling | CodeCode Available | 1 |
| Is Disentanglement enough? On Latent Representations for Controllable Music Generation | Aug 1, 2021 | DecoderDisentanglement | CodeCode Available | 1 |
| Incorporating Music Knowledge in Continual Dataset Augmentation for Music Generation | Jun 23, 2020 | Music Generation | CodeCode Available | 1 |
| It's Raw! Audio Generation with State-Space Models | Feb 20, 2022 | Audio GenerationDensity Estimation | CodeCode Available | 1 |
| AccoMontage: Accompaniment Arrangement via Phrase Selection and Style Transfer | Aug 25, 2021 | Music GenerationStyle Transfer | CodeCode Available | 1 |
| Graph-based Polyphonic Multitrack Music Generation | Jul 27, 2023 | Music Generation | CodeCode Available | 1 |
| Exploring the Efficacy of Pre-trained Checkpoints in Text-to-Music Generation Task | Nov 21, 2022 | Music GenerationText-to-Music Generation | CodeCode Available | 1 |
| Codified audio language modeling learns useful representations for music information retrieval | Jul 12, 2021 | Emotion RecognitionGenre classification | CodeCode Available | 1 |
| Anticipatory Music Transformer | Jun 14, 2023 | Music Generation | CodeCode Available | 1 |
| ImprovNet -- Generating Controllable Musical Improvisations with Iterative Corruption Refinement | Feb 6, 2025 | Music GenerationRhythm | CodeCode Available | 1 |
| Language Models are Drummers: Drum Composition with Natural Language Pre-Training | Jan 3, 2023 | Music GenerationTransfer Learning | CodeCode Available | 1 |
| JEN-1 Composer: A Unified Framework for High-Fidelity Multi-Track Music Generation | Oct 29, 2023 | Music Generation | CodeCode Available | 1 |
| LooPy: A Research-Friendly Mix Framework for Music Information Retrieval on Electronic Dance Music | May 1, 2023 | Audio GenerationInformation Retrieval | CodeCode Available | 1 |
| Quantized GAN for Complex Music Generation from Dance Videos | Apr 1, 2022 | Music Generation | CodeCode Available | 1 |
| Exploring Variational Auto-Encoder Architectures, Configurations, and Datasets for Generative Music Explainable AI | Nov 14, 2023 | AttributeMusic Generation | CodeCode Available | 1 |
| Exploring XAI for the Arts: Explaining Latent Space in Generative Music | Aug 10, 2023 | Music Generation | CodeCode Available | 1 |
| Structured Multi-Track Accompaniment Arrangement via Style Prior Modelling | Oct 25, 2023 | Computational EfficiencyDisentanglement | CodeCode Available | 1 |
| Exploring Adapter Design Tradeoffs for Low Resource Music Generation | Jun 26, 2025 | Music Generationparameter-efficient fine-tuning | —Unverified | 0 |
| Why Perturbing Symbolic Music is Necessary: Fitting the Distribution of Never-used Notes through a Joint Probabilistic Diffusion Model | Aug 4, 2024 | DiversityMusic Generation | —Unverified | 0 |
| Hierarchical Symbolic Pop Music Generation with Graph Neural Networks | Sep 12, 2024 | Music GenerationRhythm | —Unverified | 0 |
| Evaluating Deep Music Generation Methods Using Data Augmentation | Dec 31, 2021 | Data AugmentationGenre classification | —Unverified | 0 |
| ERNIE-Music: Text-to-Waveform Music Generation with Diffusion Models | Feb 9, 2023 | DiversityMusic Generation | —Unverified | 0 |
| Equipping Pretrained Unconditional Music Transformers with Instrument and Genre Controls | Nov 21, 2023 | Music Generation | —Unverified | 0 |
| Clustering of Musical Pieces through Complex Networks: an Assessment over Guitar Solos | Sep 14, 2017 | ClusteringMusic Generation | —Unverified | 0 |
| Enhancing Dance-to-Music Generation via Negative Conditioning Latent Diffusion Model | Mar 28, 2025 | Music Generation | —Unverified | 0 |
| A Novel Bi-LSTM And Transformer Architecture For Generating Tabla Music | Apr 6, 2024 | Music Generation | —Unverified | 0 |
| Hallmarks of Human-Machine Collaboration: A framework for assessment in the DARPA Communicating with Computers Program | Feb 9, 2021 | Music Generation | —Unverified | 0 |
| High Fidelity Text-Guided Music Editing via Single-Stage Flow Matching | Jul 4, 2024 | DenoisingMusic Generation | —Unverified | 0 |
| Enhance audio generation controllability through representation similarity regularization | Sep 15, 2023 | Audio GenerationLanguage Modeling | —Unverified | 0 |
| Encoding Musical Style with Transformer Autoencoders | Dec 10, 2019 | Music Generation | —Unverified | 0 |
| Classical Music Generation in Distinct Dastgahs with AlimNet ACGAN | Jan 15, 2019 | Music Generation | —Unverified | 0 |
| Emotion Manipulation Through Music -- A Deep Learning Interactive Visual Approach | Jun 12, 2024 | Deep LearningMusic Generation | —Unverified | 0 |
| An Order-Complexity Model for Aesthetic Quality Assessment of Symbolic Homophony Music Scores | Jan 14, 2023 | Music Generation | —Unverified | 0 |
| BNMusic: Blending Environmental Noises into Personalized Music | Jun 12, 2025 | Music Generation | —Unverified | 0 |
| Emotion-Guided Image to Music Generation | Oct 29, 2024 | Contrastive LearningMusic Generation | —Unverified | 0 |