Wei Ping Huang

Continual Test-time Adaptation for End-to-end Speech Recognition on Noisy Speech

Deep Learning-based end-to-end Automatic Speech Recognition (ASR) has made significant strides but still struggles with performance on out-of-domain samples due to domain shifts in real-world scenarios. Test-Time Adaptation (TTA) methods address this issue by adapting models using test samples at in…