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is there any software freely available to clean up the tags in your music collection , based on some sort of audio fingerprint type technology (like how 'shazam' app works on the iphone) combined with a freedb-like database? my music collection is a 900 GB mess and clementine does not index files as well as i would like it too, because many songs are missing tags.

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Try MusicBrainz Picard:

Picard supports the majority of audio file formats, is capable of using audio fingerprints (PUIDs), performing CD lookups and disc ID submissions

It's probably the number-one application for such purposes.

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    MusicBrainz Picard kicks ass! Commented Jun 4, 2011 at 17:31
  • It doesn't work very well for me :(
    – wim
    Commented May 16, 2013 at 15:57
  • Picard uses whole albums, though. I wish I could do this for single tracks
    – Keyslinger
    Commented Aug 30, 2022 at 17:16

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