2023
FEW-Shot Continual Learning with Weight Alignment and Positive Enhancement for Bioacoustic Event Detection
ICASSP 2023accepted
In this paper, we propose a new continual learning framework for few-shot bioacoustic event detection (BED). First, we modify the recently proposed dynamic few-shot learning (DFSL) and generalize it to the BED task. Then, we introduce a weight alignment loss to enhance the weight generator of modifi…