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This can be done with quite aged AI actually. You can split a song into vocals+instrumental, or even vocals+drums+bass+other
https://github.com/Anjok07/ultimatevocalremovergui
Glad you like it! Sadly this version is not, but this project is a rewrite from an old version I created that is open-source! https://github.com/jaflo/snipsnip
If you are interested in audio analysis in general, I would also recommend checking out librosa: https://librosa.org/doc/latest/index.html
I use https://github.com/yt-dlp/yt-dlp
You can use -F to get the available formats and find out an audio-only stream then -f FORMAT to download the specified stream.
unfortunately at some point between November 2022 and today it stopped doing that, currently eternalbox.dev returns a gateway timeout. The source is still available at https://github.com/UnderMybrella/EternalJukebox, and it sounds like you can get it to run locally relatively easily (?)