Multimodal Consistency-Guided Reference-Free Data Selection for ASR Accent Adaptation

Ligong Lei, Wenwen Lu, Xudong Pang +2

Automatic speech recognition (ASR) systems often degrade on accented speech because acoustic-phonetic and prosodic shifts induce a mismatch to training data, making labeled accent…