nomadkaraoke / nomadkaraoke/python-audio-separator
Utilising ANE (Apple Neural Engine) for inference
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enhancement
help wanted
- Dominant language
- Python
- Stars
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- Merged PRs (30d)
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Description
Hi! I know that PyTorch can use MPS to accelerate inference on Apple computers, but ONNX provides ability to use ANE (Apple Neural Engine) as well.
Have you tried converting BS-Roformer or Demucs to ONNX or CoreML?
My previous attempts to do so were unsuccessful(
Contributor guide
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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
No files, tests, or entry points are named. Start by locating the BS-Roformer and Demucs inference paths and evaluating the proposed ONNX or CoreML conversion; done means demonstrating successful inference using the Apple Neural Engine.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100