Author

Hai-Bo Zhang

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Preprint Sep 2026

Pose Adaptive Dynamic FiLM Modulation for Visual Speech Recognition

Head-pose variation introduces substantial appearance transformations in visual speech recognition (VSR), making pose-aware feature modulation desirable. However, performance degradation and unwanted feature interactions may result from using numerous Feature-wise Linear Modulation (FiLM) circuits with fixed modulation...

Matthew Kit Khinn Teng, Hai-Bo Zhang, Takeshi Saitoh · 0 citations

#computer vision Preprint Jul 2026

Curriculum-Based Noise Adaptation for Phoneme-to-Text Reconstruction in Visual Speech Recognition

PECT consistently improves reconstruction performance across multiple phoneme-based visual speech recognition frontends, including visual automatic speech recognition (V-ASR), point visual automatic speech recognition (PV-ASR), and head-pose-aware visual speech recognition (HP-VSR) variants.

Matthew Kit Khinn Teng, Hai-Bo Zhang, Takeshi Saitoh · 0 citations