An Open-set Recognition and Few-Shot Learning Dataset for Audio Event Classification in Domestic Environments

Javier Naranjo-Alcazar, Sergi Perez-Castanos, Pedro Zuccarrello +4

The problem of training with a small set of positive samples is known as few-shot learning (FSL). It is widely known that traditional deep learning (DL) algorithms usually show ver…