Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation

Riyansha Singh, Parinita Nema, Vinod K Kurmi

In machine learning applications, gradual data ingress is common, especially in audio processing where incremental learning is vital for real-time analytics. Few-shot class-increme…