Leveraging Hierarchical Structures for Few-Shot Musical Instrument Recognition

In this work, we exploit hierarchical relationships between instruments in a few-shot learning setup to enable classification of a wider set of musical instruments, given a few examples at inference. See the supplementary code on github.

update: this work won the Best Paper Award at ISMIR 2021! :)

watch the poster video!