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It can do a pretty impressive job, it does help to use high quality source material. Using mp3 rips from youtube might get a little more artifact-y. sometimes, vocal like instruments will get pulled into the vocal rip instead of the "karaoke" instrument part of the extract.

An interesting side effect I've seen with FLAC vinyl rips is an interesting type of noise removal on the "karaoke" tracks.

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