nomadkaraoke / nomadkaraoke/python-audio-separator
Request to add Band-split RNN model!
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 1.4k
- Forks
- 199
- Avg merge
- 4h 17m
- Merged PRs (30d)
- 4
Description
This model is the SOTA model to split vocals on MUSDB18. In my daily use case, vocal separation is most commonly used.
Here are some inference projects.
https://paperswithcode.com/paper/music-source-separation-with-band-split-rnn#code
Contributor guide
No contributing guide indexed for this repository
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reviewing how the existing pretrained models are integrated into the Python package and CLI, then read the linked Band-split RNN paper and inference projects. The work is complete when this model can be used for vocal separation through the supported interfaces, with its required model assets and behavior covered by the project’s existing checks.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100