MusicBrainz Picard is an open-source software application for identifying, tagging, and organizing digital audio recordings.
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I agree. Saved me a ton of time when I was importing an old iPod library that uses some crappy naming/folder scheme where they’re all named with random letters.
It was able to correctly figure out all but maybe 15 songs out of hundreds, and then using the acustic fingerprinting it found all but the last few, which I did manually.