Research
70 records·Papers, projects and labs in AI music research — linked to the models, datasets and people they involve.
| Name | Type | Geography | Status | Checked |
|---|---|---|---|---|
| A Foundation Model for Music Informatics Research work examining music retrieval, music/audio understanding. | research paper | Global | active | 0d ago |
| A Lightweight Instrument-Agnostic Model for Polyphonic Note Transcription and Multipitch Estimation Research work examining evaluation benchmark, music transcription. | research paper | Global | active | 0d ago |
| AVATAR Machine-learning-aided performance system that listens to live audio and plays collaboratively with a human musician. | interactive music research project | United States | active | 0d ago |
| AnyAudio-Judge: A Dynamic Rubric-Based Benchmark and Evaluator for Audio Instruction Following Research work examining audio generation, evaluation benchmark. | benchmark study | Global | active | 0d ago |
| AudioCraft Meta research library for deep-learning audio processing and generation, including MusicGen, AudioGen, EnCodec, and MAGNeT. | research code framework | United States | active | 0d ago |
| AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining Research work examining audio generation, evaluation benchmark. | research paper | Global | active | 0d ago |
| AudioLDM: Text-to-Audio Generation with Latent Diffusion Models Research work examining audio generation, music/audio representation learning. | research paper | Global | active | 0d ago |
| Beyond Artifacts: Towards Generalizable Synthetic Song Detection via Music-Intrinsic Features Research work examining evaluation benchmark, music/audio representation learning. | provenance detection paper | Global | active | 0d ago |
| CLAP: Learning Audio Concepts From Natural Language Supervision Research work examining music/audio AI research. | research paper | Global | active | 0d ago |
| ChatMusician: Understanding and Generating Music Intrinsically with LLM Research work examining evaluation benchmark, music/audio representation learning. | research paper | Global | active | 0d ago |
| ComMU: Dataset for Combinatorial Music Generation Research work examining music generation, symbolic music. | dataset paper | Global | active | 0d ago |
| DeRA-MOS: Optimizing Text-to-Music Evaluation via Decoupled Listwise Ranking and Modality Alignment Research work examining text-to-music generation. | research paper | Global | active | 0d ago |
| Efficient Neural Music Generation Research work examining music generation. | research paper | Global | active | 0d ago |
| FIGARO: Generating Symbolic Music with Fine-Grained Artistic Control Research work examining music generation, symbolic music. | research paper | Global | active | 0d ago |
| Fast Timing-Conditioned Latent Audio Diffusion Research work examining evaluation benchmark, text-to-music generation. | research paper | Global | active | 0d ago |
| GETMusic: Generating Any Music Tracks with a Unified Representation and Diffusion Framework Research work examining music generation, music/audio representation learning. | research paper | Global | active | 0d ago |
| HAIM: Human-AI Music Datasets for AI Music Production Tracking Benchmark Research work examining evaluation benchmark, synthetic-audio detection. | benchmark study | Global | active | 0d ago |
| Improving Text-to-Music Generation with Human Preference Rewards Research work examining music generation, text-to-music generation. | research paper | Global | active | 0d ago |
| Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning Research work examining music/audio editing, text-to-music generation. | research paper | Global | active | 0d ago |
| JEN-1: Text-Guided Universal Music Generation with Omnidirectional Diffusion Models Research work examining music generation, text-to-music generation. | research paper | Global | active | 0d ago |
| LLark: A Multimodal Instruction-Following Language Model for Music Research work examining music/audio understanding. | research paper | Global | active | 0d ago |
| Large-scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation Research work examining music retrieval, music/audio representation learning. | research paper | Global | active | 0d ago |
| Libretto: Giving LLM Agents a Sense of Musical Structure Research work examining music generation, music retrieval. | research paper | Global | active | 0d ago |
| LiveBand: Live Accompaniment Generation in the Audio Domain Research work examining automatic accompaniment, evaluation benchmark. | research paper | Global | active | 0d ago |
| Local Multimodal Music Alignment from Global Supervision Research work examining music retrieval, music/audio understanding. | research paper | Global | active | 0d ago |
| Loop Copilot: Conducting AI Ensembles for Music Generation and Iterative Editing Research work examining music generation, music/audio editing. | research paper | Global | active | 0d ago |
| MADB: A Large-Scale Music Aesthetics Dataset with Professional and Multi-Dimensional Annotations Research work examining evaluation benchmark, music/audio understanding. | dataset paper | Global | active | 0d ago |
| MAP-Music2Vec: A Simple and Effective Baseline for Self-Supervised Music Audio Representation Learning Research work examining music/audio representation learning. | research paper | Global | active | 0d ago |
| MARBLE: Music Audio Representation Benchmark for Universal Evaluation Research work examining evaluation benchmark, music retrieval. | benchmark study | Global | active | 0d ago |
| MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training Research work examining music/audio understanding. | research paper | Global | active | 0d ago |
| MMAE: A Massive Multitask Audio Editing Benchmark Research work examining evaluation benchmark, music/audio editing. | benchmark study | Global | active | 0d ago |
| MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark Research work examining evaluation benchmark, music/audio understanding. | benchmark study | Global | active | 0d ago |
| MT3: Multi-Task Multitrack Music Transcription Research work examining music transcription, music/audio understanding. | research paper | Global | active | 0d ago |
| Magenta Open-source Google research project exploring machine learning as a tool in creative music and art processes. | open source research project | United States | active | 0d ago |
| Magenta RealTime 2 Open-weights live music model and framework for low-latency, on-device interactive music generation. | open music model framework | United States | active | 0d ago |
| Make-An-Audio: Text-To-Audio Generation with Prompt-Enhanced Diffusion Models Research work examining audio generation, evaluation benchmark. | research paper | Global | active | 0d ago |
| Masked Audio Generation using a Single Non-Autoregressive Transformer Research work examining audio generation, text-to-audio generation. | research paper | Global | active | 0d ago |
| Missing Melodies: AI Music Generation and its "Nearly" Complete Omission of the Global South Research work examining music generation, music/audio representation learning. | research paper | Global | active | 0d ago |
| Moûsai: Text-to-Music Generation with Long-Context Latent Diffusion Research work examining music generation, text-to-music generation. | research paper | Global | active | 0d ago |
| MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language Models Research work examining evaluation benchmark, music/audio understanding. | research paper | Global | active | 0d ago |
| MuLan: A Joint Embedding of Music Audio and Natural Language Research work examining music retrieval, music/audio representation learning. | research paper | Global | active | 0d ago |
| MuScriptor: An Open Model for Multi-Instrument Music Transcription Research work examining music transcription. | research paper | Global | active | 0d ago |
| MusTBENCH: Benchmarking and Advancing Temporal Grounding in Music LLMs Research work examining evaluation benchmark, music/audio understanding. | benchmark study | Global | active | 0d ago |
| MuseCoco: Generating Symbolic Music from Text Research work examining audio generation, music generation. | research paper | Global | active | 0d ago |
| Museformer: Transformer with Fine- and Coarse-Grained Attention for Music Generation Research work examining music generation, symbolic music. | research paper | Global | active | 0d ago |
| Music ControlNet: Multiple Time-varying Controls for Music Generation Research work examining evaluation benchmark, music generation. | research paper | Global | active | 0d ago |
| Music I Care About: Automated Multimodal Benchmarking of LLM Music Perception Skills on (Almost) Any Music Research work examining evaluation benchmark, music/audio representation learning. | benchmark study | Global | active | 0d ago |
| MusicLDM: Enhancing Novelty in Text-to-Music Generation Using Beat-Synchronous Mixup Strategies Research work examining audio generation, music generation. | research paper | Global | active | 0d ago |
| MusicLM: Generating Music From Text Research work examining music generation. | research paper | Global | active | 0d ago |
| MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models Research work examining music generation, music/audio editing. | research paper | Global | active | 0d ago |
| MusicMark: A Robust Generative Watermarking Framework for Music Generation Research work examining music generation, music provenance and watermarking. | provenance detection paper | Global | active | 0d ago |
| Mustango: Toward Controllable Text-to-Music Generation Research work examining music generation, music retrieval. | research paper | Global | active | 0d ago |
| Noise2Music: Text-conditioned Music Generation with Diffusion Models Research work examining music generation, music/audio representation learning. | research paper | Global | active | 0d ago |
| Pop2Piano : Pop Audio-based Piano Cover Generation Research work examining music/audio AI research. | research paper | Global | active | 0d ago |
| Probing Token Spaces under Generator Shift in AI-Generated Music Detection Research work examining evaluation benchmark, music/audio representation learning. | provenance detection paper | Global | active | 0d ago |
| Qwen-Music Technical Report Research work examining music generation, singing voice. | technical report | Global | active | 0d ago |
| Real-Time Interactive Music Generation via Data-Free Streaming Consistency Distillation Research work examining music generation, text-to-music generation. | research paper | Global | active | 0d ago |
| Real-Time Language Model Jamming: A Case Study for Live Music Accompaniment Generation Research work examining automatic accompaniment. | research paper | Global | active | 0d ago |
| SONICS: Synthetic Or Not -- Identifying Counterfeit Songs Research work examining singing voice, synthetic-audio detection. | provenance detection paper | Global | active | 0d ago |
| Simple and Controllable Music Generation Research work examining evaluation benchmark, music generation. | research paper | Global | active | 0d ago |
| SingFake: Singing Voice Deepfake Detection Research work examining singing voice, synthetic-audio detection. | provenance detection paper | Global | active | 0d ago |
| SingSong: Generating musical accompaniments from singing Research work examining audio generation, automatic accompaniment. | research paper | Global | active | 0d ago |
| SongComposer: A Large Language Model for Lyric and Melody Generation in Song Composition Research work examining music/audio understanding. | research paper | Global | active | 0d ago |
| Stable Audio Open Research work examining text-to-audio generation. | research paper | Global | active | 0d ago |
| Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Model Research work examining audio generation, text-to-audio generation. | research paper | Global | active | 0d ago |
| The Interpretation Gap in Text-to-Music Generation Models Research work examining music generation, music retrieval. | research paper | Global | active | 0d ago |
| Toward Universal Text-to-Music Retrieval Research work examining evaluation benchmark, music retrieval. | research paper | Global | active | 0d ago |
| TuneJury: An Open Metric for Improving Music Generation Preference Alignment Research work examining evaluation benchmark, music generation. | research paper | Global | active | 0d ago |
| UniAudio: An Audio Foundation Model Toward Universal Audio Generation Research work examining audio generation, singing voice. | research paper | Global | active | 0d ago |
| WavJourney: Compositional Audio Creation with Large Language Models Research work examining audio generation, evaluation benchmark. | research paper | Global | active | 0d ago |