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Paper · arXiv

Talk Like You: Imitating How You Speak in Real-Time Talking Head Generation

In daily life, each person exhibits unique speaking habits, leading to subtle yet consistent lip-shape variations even when pronouncing the same word. Although recent talking head generation methods have achieved impressive visual fidelity and lip synchronization, they largely overlook user-specific customization, especially the motion patterns that characterize individual speaking habits. These habits are difficult to model and capture, as their motion patterns are highly fine-grained and often similar across individuals. As a result, many approaches produce overly uniform facial motions and fail to capture diverse, person-specific articulation patterns. To address this, we propose TalkL...

AuthorsBaiqin Wang, Zhixing Ding, Jijie Li et al.
Primary categorycs.CV
Published5 October 2026
Last updated at source5 October 2026
cs.CV
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