Contrastive Self-supervised learning for music

Organisatsiooni nimi
Computational Music Analysis and Recommendation
Kokkuvõte
Contrastive learning is very promising for music because it doesn't require labels. Or doesn't it? Still, we need categories that would define the contrast - albums, artists, genres, instruments. This thesis is an exploratory work to find which contrastive learning scheme works best for taste profiles prediction.
Lõputöö kaitsmise aasta
2022-2023
Juhendaja
Anna Aljanaki
Suhtlemiskeel(ed)
eesti keel, inglise keel
Nõuded kandideerijale
Tase
Bakalaureus, Magister
Märksõnad
#deep_learning, #machine_learning, #music

Kandideerimise kontakt

 
Nimi
Anna Aljanaki
Tel
E-mail
anna.aljanaki@ut.ee