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Preprint Oct 2026

Learning Visual Speech Representations via Cross-Modal Distillation and Joint Face-Lip Modeling

Lipreading remains challenging due to the inherent ambiguity of visual speech cues and their sensitivity to head pose and video resolution. In this work, we propose FLARE, a framework for robust visual speech representation learning via cross-modal distillation and joint face-lip modeling. FLARE leverages semantically...

Jing-Xuan Zhang, Gen-Shun Wan, Jian-Qing Gao et al. · 0 citations

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