cosine.club

cosine.club is a music similarity search engine built for crate diggers and DJs. It holds over two million tracks from Discogs, Bandcamp and SoundCloud, weighted heavily toward electronic and underground music: house, techno, UK garage, jungle, breakbeat, electro, ambient, dub and disco.

Similarity comes from the audio itself. Each track is turned into a vector embedding by the discogs-effnet model from Essentia, capturing tonal, rhythmic and structural character. Matches are found by cosine similarity between those vectors, so results cross genre lines and surface records that tags and charts never connect.

Search and similarity are free and need no account. Paste a link to any track and it will be analysed and matched against the catalogue.