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https://github.com/mahshidaln/AI-for-music
Resources on AI applications in the music domain
https://github.com/mahshidaln/AI-for-music
ai-music music music-information-retrieval
Last synced: 3 months ago
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Resources on AI applications in the music domain
- Host: GitHub
- URL: https://github.com/mahshidaln/AI-for-music
- Owner: mahshidaln
- License: mit
- Created: 2023-01-23T16:10:56.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2024-03-08T21:27:04.000Z (11 months ago)
- Last Synced: 2024-08-01T02:35:57.404Z (6 months ago)
- Topics: ai-music, music, music-information-retrieval
- Homepage:
- Size: 31.3 KB
- Stars: 12
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
- project-awesome - mahshidaln/AI-for-music - Resources on AI applications in the music domain (Others)
README
# AI-for-music
This repository provides a list of different resources on AI for music and music information retrieval, including but not limited to conferences, research institutes, outstanding projects, and the major players in industry .
## Topics
- Music Recommendation
- Music Generation
- Music and Health
- Music Training
- Music Performance
- Music Production
- Music Videos
## Conferences and Communities
- [ISMIR](https://ismir.net/) (International Society of Music Information Retrieval)
- [SMC](https://smcnetwork.org/) (Sound and Music Computing Network)
- [ICML Machine Learning for Media Discovery](https://icml.cc/virtual/2020/workshop/5736)
- [ICML Machine Learning for Music Discovery](https://sites.google.com/view/ml4md2019/home?pli=1)
- [Journal of Creative Music Systems](https://www.jcms.org.uk/
)
- [IEEE ICASSP](https://2023.ieeeicassp.org/)
- ICMC (International Conference on Computer Music)
- [ISMIR List](https://ismir.net/resources/related/)
## Research Institutes and Labs
- [ISMIR List](https://www.ismir.net/resources/research-centers/)
- [SMC List](https://smcnetwork.org/centers.html)
## Online Ecosystem
- [The Sound of AI](https://thesoundofai.com/)
## Big Tech Projects
- [Magenta](https://research.google/teams/brain/magenta/) by Google Brain
- [Jukebox](https://openai.com/blog/jukebox/) by OpenAI
- [Muzic](https://github.com/microsoft/muzic) by Microsoft
- [Demucs](https://github.com/facebookresearch/demucs) by Meta
## SOTA
- [Riffusion](https://www.riffusion.com/)
- [AudioLM](https://ai.googleblog.com/2022/10/audiolm-language-modeling-approach-to.html)
- [MusicLM](https://google-research.github.io/seanet/musiclm/examples/)
- [MusicGen](https://github.com/facebookresearch/audiocraft)
- [Lyria](https://deepmind.google/discover/blog/transforming-the-future-of-music-creation/)
## Courses and Tutorials
- [musicinformationretrieval.com](https://musicinformationretrieval.com/)
- [Music Information Retrieval by George Tzanetakis](https://www.kadenze.com/programs/music-information-retrieval)
- [ISMIR Tutorials](https://ismir.net/resources/tutorials/)
- [ISMIR List](https://ismir.net/resources/educational-materials/)
## Tools and Libraries
- [Librosa](https://librosa.org/)
- [Essentia](http://essentia.upf.edu/) and [Essentia.js](https://mtg.github.io/essentia.js/docs/api/index.html)
- [MusPy](https://salu133445.github.io/muspy/)
- [ISMIR List](https://ismir.net/resources/software-tools/)
## Datasets
- [ISMIR List](https://ismir.net/resources/datasets/)
## Apps and Products
| Name | Application | Location |
|:--------------------------------------------------------------:|:--------------------------------------------------------------:|:-----------:|
| [AI Music Lessons (by Frettable)](https://aimusiclessons.com/) | Music Training | Edmonton |
| [Aiva](https://aiva.ai/) | Music Generation | Luxembourg |
| [Alysia](https://www.withalysia.com/) | Music Generation | California |
| [Amadeus Code](https://amadeuscode.com/en/) | Songwriting | Tokyo |
| [Amper](https://www.ampermusic.com/) | Music Generation | New York |
| [Boomy](https://boomy.com/) | Music Generation | California |
| [Brain.fm](https://www.brain.fm/) | Music Generation (Focus-music) | New York |
| [Chordify](https://chordify.net/?lang=en) | Chord Recognition | Utrech |
| [Endel](https://endel.io/) | Soundscape Generation (Sound Wellness) | Berlin |
| [Flow Machines (by Sony)](https://www.flow-machines.com/) | Music Generation | Tokyo |
| [Frettable](https://www.frettable.com/) | Music Transcription | Edmonton |
| [HITLAB](https://hitlab.com/) | Hit Song Prediction | Montreal |
| [LALAL.AI](https://www.lalal.ai/) | Music Source Separation | Switzerland |
| [LANDR](https://www.landr.com/) | Music Mastering | Montreal |
| [LUCID](https://www.lucidtherapeutics.com/) | Music Recommendation, Playlist Curation, (Health and Wellness) | Toronto |
| [MediMusic](https://medimusic.co/) | Playlist Generation (Health and Wellness) | UK |
| [Moises](https://moises.ai/) | Music Source Separation, Key Transposer | Utah |
| [Moodify](https://moodify.toasted.ai/) | Playlist Generation (Mood-based) | Toronto |
| [Mubert](https://mubert.com/) | Music Generation | Delaware |
| [MusicFit](http://www.musicfit.eu/) | Music Generation (Fitness and Workout) | Milan |
| [MXX](https://www.mxx.ai/) | Music Editing | London |
| [PhonicMind](https://phonicmind.com/) | Music Source Separation | - |
| [Soundraw](https://soundraw.io/) | Music Generation | Tokyo |
| [Soundful](https://soundful.com/) | Music Generation | California |
| [Splash](https://www.splashmusic.com/) | Music Generation, AI Singing | Australia |
| [Vera by Music Health](https://www.veramusic.com/) | Music Recommendation, Playlist Curation, (Dementia Patients) | California |
| [Voice Magix](http://www.voicemagix.com/) | Audio and Lyrics Alignment | Bulgaria |
A more complete list of Audio and Music AI startups can be found [here](https://github.com/csteinmetz1/ai-audio-startups).