2 papers
cs.SD2021
Who calls the shots? Rethinking Few-Shot Learning for Audio
Yu Wang, Nicholas J. Bryan, Justin Salamon +2
Few-shot learning aims to train models that can recognize novel classes given just a handful of labeled examples, known as the support set. While the field has seen notable advance…
eess.AS2021
Weakly Supervised Source-Specific Sound Level Estimation in Noisy Soundscapes
Aurora Cramer, Mark Cartwright, Fatemeh Pishdadian +1
While the estimation of what sound sources are, when they occur, and from where they originate has been well-studied, the estimation of how loud these sound sources are has been of…