| Symbolic Music Generation with Diffusion Models | Mar 30, 2021 | Music Generation | CodeCode Available | 1 |
| Multimodal Music Generation with Explicit Bridges and Retrieval Augmentation | Dec 12, 2024 | cross-modal alignmentMultimodal Music Generation | CodeCode Available | 1 |
| MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer with One Transformer VAE | May 10, 2021 | DecoderMusic Generation | CodeCode Available | 1 |
| LoopGen: Training-Free Loopable Music Generation | Apr 6, 2025 | Music 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 |
| Loop Copilot: Conducting AI Ensembles for Music Generation and Iterative Editing | Oct 19, 2023 | Language ModelingLanguage Modelling | 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 |
| LooPy: A Research-Friendly Mix Framework for Music Information Retrieval on Electronic Dance Music | May 1, 2023 | Audio GenerationInformation Retrieval | CodeCode Available | 1 |
| Composer Style-specific Symbolic Music Generation Using Vector Quantized Discrete Diffusion Models | Oct 21, 2023 | DecoderDenoising | CodeCode Available | 1 |
| A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music Modeling | Dec 2, 2022 | Music GenerationMusic Modeling | CodeCode Available | 1 |
| FIGARO: Generating Symbolic Music with Fine-Grained Artistic Control | Jan 26, 2022 | Inductive BiasMusic 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 |
| Learning Interpretable Representation for Controllable Polyphonic Music Generation | Aug 17, 2020 | DisentanglementMusic Generation | CodeCode Available | 1 |
| Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset | Oct 29, 2018 | Music GenerationMusic Modeling | CodeCode Available | 1 |
| JEN-1 Composer: A Unified Framework for High-Fidelity Multi-Track Music Generation | Oct 29, 2023 | Music Generation | CodeCode Available | 1 |
| Is Disentanglement enough? On Latent Representations for Controllable Music Generation | Aug 1, 2021 | DecoderDisentanglement | CodeCode Available | 1 |
| JEN-1: Text-Guided Universal Music Generation with Omnidirectional Diffusion Models | Aug 9, 2023 | Computational EfficiencyIn-Context Learning | CodeCode Available | 1 |
| Hierarchical Timbre-Painting and Articulation Generation | Aug 30, 2020 | Music 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 |
| 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 |
| Investigating Personalization Methods in Text to Music Generation | Sep 20, 2023 | Data AugmentationMusic Generation | CodeCode Available | 1 |
| Language Models are Drummers: Drum Composition with Natural Language Pre-Training | Jan 3, 2023 | Music GenerationTransfer Learning | CodeCode Available | 1 |
| Mamba-Diffusion Model with Learnable Wavelet for Controllable Symbolic Music Generation | May 6, 2025 | Image GenerationMamba | CodeCode Available | 1 |
| MusER: Musical Element-Based Regularization for Generating Symbolic Music with Emotion | Dec 16, 2023 | Music Generation | CodeCode Available | 1 |
| Quantum Natural Language Generation on Near-Term Devices | Nov 1, 2022 | Image ManipulationMusic 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 |
| High Fidelity Text-Guided Music Editing via Single-Stage Flow Matching | Jul 4, 2024 | DenoisingMusic Generation | —Unverified | 0 |
| Evaluating Deep Music Generation Methods Using Data Augmentation | Dec 31, 2021 | Data AugmentationGenre classification | —Unverified | 0 |
| High-Level Control of Drum Track Generation Using Learned Patterns of Rhythmic Interaction | Aug 2, 2019 | Music Generation | —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 |
| Imposing higher-level Structure in Polyphonic Music Generation using Convolutional Restricted Boltzmann Machines and Constraints | Dec 14, 2016 | Music 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 |