Active Learning for Efficient Audio Annotation and Classification with a Large Amount of Unlabeled Data. - Yu Wang 105; Ana Elisa Méndez Méndez; Mark Cartwright; Juan Pablo Bello (ICASSP, 2019)

SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context. - Mark Cartwright; Jason Cramer; Ana Elisa Méndez Méndez; Yu Wang 105; Ho-Hsiang Wu; Vincent Lostanlen; Magdalena Fuentes; Graham Dove; Charlie Mydlarz; Justin Salamon; Oded Nov; Juan Pablo Bello (DCASE, 2020)

Few-Shot Sound Event Detection. - Yu Wang 105; Justin Salamon; Nicholas J. Bryan; Juan Pablo Bello (ICASSP, 2020)

Few-shot Drum Transcription in Polyphonic Music. - Yu Wang 105; Justin Salamon; Mark Cartwright; Nicholas J. Bryan; Juan Pablo Bello (ISMIR, 2020)

Few-Shot Continual Learning for Audio Classification. - Yu Wang 105; Nicholas J. Bryan; Mark Cartwright; Juan Pablo Bello; Justin Salamon (ICASSP, 2021)

Who Calls The Shots? Rethinking Few-Shot Learning for Audio. - Yu Wang 105; Nicholas J. Bryan; Justin Salamon; Mark Cartwright; Juan Pablo Bello (WASPAA, 2021)

Few-Shot Musical Source Separation. - Yu Wang 105; Daniel Stoller; Rachel M. Bittner; Juan Pablo Bello (ICASSP, 2022)

Active Few-Shot Learning for Sound Event Detection. - Yu Wang 105; Mark Cartwright; Juan Pablo Bello (INTERSPEECH, 2022)