When Speech Meets Lips: Interpretable Audio-Visual Synchronization for L2 Pronunciation Assessment

Bowen Yu, Mingyu Huang, Yishen Liu +1

Automatic Pronunciation Assessment (APA) systems have achieved strong performance with transformer-based models and self-supervised speech representations. However, most methods re…