AI Music Generation
Open-source systems and models for generating, composing, and understanding music, including melody, multi-track, text-to-music, and singing voice synthesis.
12 projects
See methodology for ranking rules; order uses public GitHub metrics within this scenario.
| Rank | Project | Stars | Forks | Updated | License |
|---|---|---|---|---|---|
| 1 |
muzic
Muzic: Music Understanding and Generation with Artificial Intelligence |
5.0K | 498 | 08/05/26 | MIT |
| 2 |
ace-step-ui
🎵 The Ultimate Open Source Suno Alternative - Professional UI for ACE-Step 1.5 AI Music Generation. Free, local, unlimited. Stop paying for Suno! |
4.8K | 745 | 06/27/26 | Other |
| 3 |
suno-api
Use API to call the music generation AI of suno.ai, and easily integrate it into agents like GPTs. |
3.2K | 897 | 03/06/26 | LGPL-3.0 |
| 4 |
riffusion-hobby
Stable diffusion for real-time music generation |
3.9K | 477 | 07/22/24 | MIT |
| 5 |
stemroller
Isolate vocals, drums, bass, and other instrumental stems from any song |
3.2K | 157 | 06/30/26 | Other |
| 6 |
ableton-mcp
🎵 Control Ableton Live with Claude AI — create tracks, arrange clips & compose music via MCP |
2.9K | 399 | 08/25/26 | MIT |
| 7 |
deepjazz
Deep learning driven jazz generation using Keras & Theano! |
2.9K | 440 | 03/19/26 | Apache-2.0 |
| 8 |
musiclm-pytorch
Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch |
3.3K | 264 | 09/06/23 | MIT |
| 9 |
riffusion-app-hobby
Stable diffusion for real-time music generation (web app) |
2.7K | 215 | 07/22/24 | MIT |
| 10 |
RAVE
Official implementation of the RAVE model: a Realtime Audio Variational autoEncoder |
1.8K | 223 | 03/07/26 | Other |
| 11 |
musegan
An AI for Music Generation |
2.0K | 388 | 06/07/24 | MIT |
| 12 |
MusicGPT
Generate music based on natural language prompts using LLMs running locally |
1.4K | 167 | 02/09/25 | MIT |