Lip Forcing: Few-Step Autoregressive Diffusion for Real-time Lip Synchronization

要約

Diffusion-based lip synchronization models achieve strong visual quality and audio-visual alignment, but full-sequence bidirectional attention and many denoising steps make them impractical for real-time inference. We present Lip Forcing, to our knowledge the first autoregressive diffusion method fo…