Towards Pretraining Robust ASR Foundation Model with Acoustic-Aware Data Augmentation

Dancheng Liu, Amir Nassereldine, Chenhui Xu +1

Whisper's robust performance in automatic speech recognition (ASR) is often attributed to its massive 680k-hour training set, an impractical scale for most researchers. In this wor…