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picard
A cross-platform music tagger powered by the MusicBrainz database. Picard organizes your music collection by updating your tags, renaming your files, and sorting them into a folder structure, exactly the way you want it.
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onetagger
Music tagger for Windows, MacOS and Linux with Beatport, Discogs, Musicbrainz, Spotify, Traxsource and many other platforms support.
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InfluxDB
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Musicbrainz Picard - A great application that I've used in the past to identify and organize my saved music collection. It's not focused on adding semantic tags though: it's used for adding metadata to .mp3 files.
One Tagger - Music tagging software that has a feature set pretty similar to Picard, but also allows you to categorize music by properties like "Energy", "Mood", and "Genre". This is actually pretty similar to what I'm trying to do, but my tags have a much more generic purpose. Also, this program still focuses only on saved .mp3 files. The feature set is very narrowly focused toward professional DJs, anyway.