LC-PROTONETS: MULTI-LABEL FEW-SHOT LEARNING FOR WORLD MUSIC AUDIO TAGGING

We introduce Label-Combination Prototypical Networks (LC-Protonets) to address the problem of multi-label few-shot classification, where a model must generalize to new Boot Pulls classes based on only a few available examples.Extending Prototypical Networks, LC-Protonets generate one prototype per label combination, derived from the power set of la