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HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis

arXiv — cs.CV•Friday, October 31, 2025 at 4:00:00 AM
PositiveArtificial Intelligence
The introduction of HM-Talker marks a significant advancement in audio-driven talking head video generation, which is crucial for enhancing user engagement in human-computer interactions. By addressing the common issues of motion blur and lip jitter, HM-Talker employs a novel approach that incorporates explicit anatomical guidance for speech-related facial movements. This innovation not only improves the quality of generated videos but also paves the way for more realistic and engaging interactions between humans and machines.
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