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After a few days investigation, both Vocal-remover on pytorch and Spleeter on TensorFlow works well. But it is a pain to integrate it with macOS app.
Feels like 2 steps is needed
Make a library that can split a piece of audio (I'm going to open up a new project to experiment this, possibly open up a new repo)
Figure out how to download Youtube video and apply the outcome of step 1
One other approach is to embed python in Xcode project as static library, and ship the whole thing. Downside is it is huge (a few hundred MBs), seems not acceptable.
Investigate the feasibility of removing human voice from either video stream or downloaded video.
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