To learn more please read out paper:
Who calls the shots? Rethinking few-shot learning for audio
Y. Wang, N. Bryan, J. Salamon, M. Cartwright, J.P. Bello
In IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2021.
You can access our code and the new FSD-MIX-CLIPS and FSD-MIX-SED datasets via our github page:
UPDATE: our paper has been award a WASPAA 2021 Special Best Paper Award!