Efficient Rehearsal for Continual Learning in ASR via Singular Value Tuning

Steven Vander Eeckt, Hugo Van hamme

Continual Learning (CL) in Automatic Speech Recognition (ASR) suffers from catastrophic forgetting when adapting to new tasks, domains, or speakers. A common strategy to mitigate t…