Showing eess.ASShow all
2 papers · 1 filter
eess.AS2026
Inverse-Hessian Regularization for Continual Learning in ASR
Steven Vander Eeckt, Hugo Van hamme
Catastrophic forgetting remains a major challenge for continual learning (CL) in automatic speech recognition (ASR), where models must adapt to new domains without losing performan…
eess.AS2024
Unsupervised Online Continual Learning for Automatic Speech Recognition
Steven Vander Eeckt, Hugo Van hamme
Adapting Automatic Speech Recognition (ASR) models to new domains leads to Catastrophic Forgetting (CF) of previously learned information. This paper addresses CF in the challengin…