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Top 22 music-generation Open-Source Projects
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Amphion
Amphion (/æmˈfaɪən/) is a toolkit for Audio, Music, and Speech Generation. Its purpose is to support reproducible research and help junior researchers and engineers get started in the field of audio, music, and speech generation research and development.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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audio-diffusion
Apply diffusion models using the new Hugging Face diffusers package to synthesize music instead of images.
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open-musiclm
Implementation of MusicLM, a text to music model published by Google Research, with a few modifications.
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Los-Angeles-Music-Composer
Local windowed attention multi-instrumental music transformer for supervised music generation
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word2wave
Word2Wave: a framework for generating short audio samples from a text prompt using WaveGAN and COALA.
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autoFoley
Model : Give me a silent video...And I'm gonna to tell you what's happening in the video.. Will also add a new relevant background audio each time you use me. ..Thanks to deep Learning!!
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ai-music
A vanilla Trasformer Decoder music generation model trained on Final Fantasy OST MIDI songs
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music_tools_app
MusicTools is a small application for generating music, consisting of currently two tools: Scale Explorer and Melody Creator.
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melody_machine
An RNG-based system that produces "improvised" melodies that harmonize with any given chord progression.
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Project mention: You know what I REALLY want? Something like img2img but for sound/music. | /r/StableDiffusion | 2023-12-04
So, LinuxWave
I'm working on a personal project where I'm planning to create a fine-tuned version of Music LM, but I'm not sure if there are any pretrained weights that I can use that are available to the public. The closest thing that I can find is this: GitHub - zhvng/open-musiclm: Implementation of MusicLM, a text to music model published by Google Research, with a few modifications.which is a modified, custom version of MusicLM, but I'm looking for something closer to the paper. Does anyone have any resources on this?
Great resources! Thank you for making this.
I'm attaching here a DRL framework I made for music generation, similar to OpenAI Gym. If anyone wants to test the algorithms OP includes, you are welcome to use it. Issues and PRs are also welcome.
https://github.com/chaosprint/RaveForce
Project mention: Audiocraft Infinity Webui MusicGen training - help | /r/StableDiffusion | 2023-10-21I'm using the https://github.com/1aienthusiast/audiocraft-infinity-webui repo to train the model on my music. However, when I use the fine-tuned model to generate audio, it comes out as a big mess of sounds and noise.
Project mention: Using positive definite kernels/similarities over the natural number to measure musical note consonance | /r/math | 2023-05-12
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
music-generation related posts
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Deep Reinforcement Learning: Zero to Hero
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Making Synthesized Sounds More Acoustic
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Technique makes Taylor Swift to sing perfect Mandarin Chinese song
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Unloop: A generative music looper that doesn’t repeat itself
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Procedual generated audio-tracks
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[UPDATE] New version of Melody Machine, a Python script that improvises solos
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A complete MIDI-based framework for automatic backing tracks generation
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A note from our sponsor - SaaSHub
www.saashub.com | 6 May 2024
Index
What are some of the best open-source music-generation projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | introtodeeplearning | 6,887 |
| 2 | Amphion | 3,927 |
| 3 | tuneflow-py | 941 |
| 4 | audio-diffusion | 653 |
| 5 | MidiTok | 588 |
| 6 | genmusic_demo_list | 530 |
| 7 | linuxwave | 480 |
| 8 | open-musiclm | 481 |
| 9 | Los-Angeles-Music-Composer | 202 |
| 10 | RaveForce | 196 |
| 11 | audiocraft-infinity-webui | 151 |
| 12 | Tegridy-MIDI-Dataset | 126 |
| 13 | word2wave | 116 |
| 14 | alda-clj | 61 |
| 15 | autoFoley | 21 |
| 16 | keygen | 19 |
| 17 | ai-music | 9 |
| 18 | Lars-Ulrich-Challenge | 9 |
| 19 | algorithmic_python_music | 7 |
| 20 | music_tools_app | 6 |
| 21 | melody_machine | 6 |
| 22 | JJazzLab-X | 0 |
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