nomadkaraoke / nomadkaraoke/python-audio-separator
[Feature]: Support array inputs and outputs for Separator
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- Dominant language
- Python
- Stars
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- Avg merge
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- Merged PRs (30d)
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Description
Description
Description
Dear Maintainers,
First of all thank you so much for this library! It is immensely helpful as part of a machine learning research project I am currently working on. It seems like the inner implementations of separators all require the audios to be written to a file. I suppose it could be helpful if we have a method that allows users to input and get outputs in low-level formats like say numpy arrays . This could potentially save audio i/o time and allow for more direct access to the models which could help in large-scaled audio processing projects.
I am a full time research student in computer music and has worked with ML and audio separation models for a while now so I can probably help with this and submit a PR if needed.
Thanks,
Darin
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Research direction
The issue does not name files, tests, or an entry point. Clarify the Separator API for array inputs and outputs, including supported array shapes and how completion should be verified before starting implementation.
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Assessment
- Tech stack
- numpy, python
- Domain
- audio-video-rtc, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100