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I've tried with Discogs and found it to work pretty well. Kinda similar to what OP did just the "embedding" vectors was created by the Genre/Styles on Discogs.
by macrolime 4y ago
I've tried with Discogs and found it to work pretty well. Kinda similar to what OP did just the "embedding" vectors was created by the Genre/Styles on Discogs. I didn't have a Vector database though, so it was kinda very slow. On Discogs those tags are per album and not per track. To create a playlist of say 10 songs similar to a song, I'd find the ten closest albums, then search for them on last.fm and pick the most popular track on each to add to the playlist.
- alastairp 4y agoA similar embeddings model based on Discogs genre/style data is the Effnet-Discogs model made at the Music Technology Group at Universitat Pompeu Fabra: https://replicate.com/mtg/effnet-discogs https://replicate.com/mtg/effnet-discogs
- raffraffraff 4y agoPer-album metadata is useless for a lot of stuff that I like. It's even useless for a lot of The Beatles stuff because they tend to have a range of styles on an album and tended to bring in weird instruments on individual tracks.