Learning from Taxonomy: Multi-label Few-Shot Classification for Everyday Sound Recognition

Jinhua Liang, Huy Phan, Emmanouil Benetos

Everyday sound recognition aims to infer types of sound events in audio streams. While many works succeeded in training models with high performance in a fully-supervised manner, t…