Contrastive Regularization for Accent-Robust ASR
arXiv:2605.03297v1 Announce Type: cross
Abstract: ASR systems based on self-supervised acoustic pretraining and CTC fine-tuning achieve strong performance on native speech but remain sensitive to accent variability. We investigate supervised contrasti…