| MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer with One Transformer VAE | May 10, 2021 | DecoderMusic Generation | CodeCode Available | 1 |
| Music Composition with Deep Learning: A Review | Aug 27, 2021 | Deep LearningMusic Generation | CodeCode Available | 1 |
| Music ControlNet: A model similar to SD ControlNetD that can accurately control music generation | Nov 7, 2023 | Music GenerationRhythm | CodeCode Available | 1 |
| Music Transformer | Sep 12, 2018 | Music GenerationMusic Modeling | CodeCode Available | 1 |
| MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models | Feb 9, 2024 | Music GenerationText-to-Music 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 |
| Msanii: High Fidelity Music Synthesis on a Shoestring Budget | Jan 16, 2023 | Audio inpaintingMusic Generation | CodeCode Available | 1 |
| MP3net: coherent, minute-long music generation from raw audio with a simple convolutional GAN | Jan 12, 2021 | Audio CompressionMusic Generation | CodeCode Available | 1 |
| Clood CBR: towards microservices oriented case-based reasoning | Oct 3, 2020 | Cloud ComputingMusic Generation | CodeCode Available | 1 |
| Personalizable Long-Context Symbolic Music Infilling with MIDI-RWKV | Jun 16, 2025 | Music Generation | CodeCode Available | 1 |
| Anticipatory Music Transformer | Jun 14, 2023 | Music Generation | CodeCode Available | 1 |
| PIANOTREE VAE: Structured Representation Learning for Polyphonic Music | Aug 17, 2020 | Music GenerationRepresentation Learning | CodeCode Available | 1 |
| Multimodal Music Generation with Explicit Bridges and Retrieval Augmentation | Dec 12, 2024 | cross-modal alignmentMultimodal Music Generation | CodeCode Available | 1 |
| MMM : Exploring Conditional Multi-Track Music Generation with the Transformer | Aug 13, 2020 | Music Generation | CodeCode Available | 1 |
| Do Music Generation Models Encode Music Theory? | Oct 1, 2024 | Emotion RecognitionGenre classification | CodeCode Available | 1 |
| DadaGP: A Dataset of Tokenized GuitarPro Songs for Sequence Models | Jul 30, 2021 | DecoderGenre classification | CodeCode Available | 1 |
| Multi-Source Diffusion Models for Simultaneous Music Generation and Separation | Feb 4, 2023 | ImputationMusic Generation | CodeCode Available | 1 |
| Loop Copilot: Conducting AI Ensembles for Music Generation and Iterative Editing | Oct 19, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Learning to Generate Music With Sentiment | Mar 9, 2021 | Deep LearningMusic Generation | CodeCode Available | 1 |
| LoopGen: Training-Free Loopable Music Generation | Apr 6, 2025 | Music Generation | 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 |
| Learning Interpretable Representation for Controllable Polyphonic Music Generation | Aug 17, 2020 | DisentanglementMusic 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 |
| Multi-Source Music Generation with Latent Diffusion | Sep 10, 2024 | FADMusic Generation | CodeCode Available | 1 |
| Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions | Feb 5, 2020 | DisentanglementMusic Generation | CodeCode Available | 1 |
| Continuous descriptor-based control for deep audio synthesis | Feb 27, 2023 | Audio Synthesiscontinuous-control | CodeCode Available | 1 |
| Hierarchical Timbre-Painting and Articulation Generation | Aug 30, 2020 | Music Generation | CodeCode Available | 1 |
| Is Disentanglement enough? On Latent Representations for Controllable Music Generation | Aug 1, 2021 | DecoderDisentanglement | CodeCode Available | 1 |
| It's Raw! Audio Generation with State-Space Models | Feb 20, 2022 | Audio GenerationDensity Estimation | CodeCode Available | 1 |
| Controlling Perceived Emotion in Symbolic Music Generation with Monte Carlo Tree Search | Aug 10, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| JEN-1: Text-Guided Universal Music Generation with Omnidirectional Diffusion Models | Aug 9, 2023 | Computational EfficiencyIn-Context Learning | CodeCode Available | 1 |
| Content-based Controls For Music Large Language Modeling | Oct 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Generating music with sentiment using Transformer-GANs | Dec 21, 2022 | Music Generation | CodeCode Available | 1 |
| Attentional networks for music generation | Feb 6, 2020 | Music Generation | CodeCode Available | 1 |
| Graph-based Polyphonic Multitrack Music Generation | Jul 27, 2023 | Music Generation | CodeCode Available | 1 |
| ImprovNet -- Generating Controllable Musical Improvisations with Iterative Corruption Refinement | Feb 6, 2025 | Music GenerationRhythm | CodeCode Available | 1 |
| Conditional Sound Generation Using Neural Discrete Time-Frequency Representation Learning | Jul 21, 2021 | DiversityMusic Generation | CodeCode Available | 1 |
| Mamba-Diffusion Model with Learnable Wavelet for Controllable Symbolic Music Generation | May 6, 2025 | Image GenerationMamba | CodeCode Available | 1 |
| Frechet Music Distance: A Metric For Generative Symbolic Music Evaluation | Dec 10, 2024 | FADMusic Generation | CodeCode Available | 1 |
| AccoMontage: Accompaniment Arrangement via Phrase Selection and Style Transfer | Aug 25, 2021 | Music GenerationStyle Transfer | CodeCode Available | 1 |
| Mozart's Touch: A Lightweight Multi-modal Music Generation Framework Based on Pre-Trained Large Models | May 5, 2024 | DescriptiveLanguage Modeling | CodeCode Available | 1 |
| Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs | Jan 7, 2021 | GPUMusic Generation | CodeCode Available | 1 |
| FIGARO: Generating Symbolic Music with Fine-Grained Artistic Control | Jan 26, 2022 | Inductive BiasMusic Generation | CodeCode Available | 1 |
| Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework | Apr 27, 2021 | Machine TranslationMusic Generation | CodeCode Available | 1 |
| Incorporating Music Knowledge in Continual Dataset Augmentation for Music Generation | Jun 23, 2020 | Music Generation | CodeCode Available | 1 |
| Arrange, Inpaint, and Refine: Steerable Long-term Music Audio Generation and Editing via Content-based Controls | Feb 14, 2024 | Audio GenerationMusic Generation | CodeCode Available | 1 |
| ComposerX: Multi-Agent Symbolic Music Composition with LLMs | Apr 28, 2024 | In-Context LearningMusic 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 |
| Composer Style-specific Symbolic Music Generation Using Vector Quantized Discrete Diffusion Models | Oct 21, 2023 | DecoderDenoising | CodeCode Available | 1 |
