Few-shot Class-incremental Audio Classification Using Adaptively-refined Prototypes

Wei Xie, Yanxiong Li, Qianhua He +2

New classes of sounds constantly emerge with a few samples, making it challenging for models to adapt to dynamic acoustic environments. This challenge motivates us to address the n…