Author

Ming-Yue Huang

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Preprint Sep 2026

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

An interpretable audio-visual synchronization framework that explicitly models speech-lip temporal alignment through feature encoding, cross-attention fusion, lag estimation, stability quantification, and visualization is proposed.

Bo-Wen Yu, Ming-Yue Huang, Yi-Shen Liu et al. · 0 citations