Exploring Next
Exploring Next — Ep 480 w/ Justy & Cody — Lip Forcing: Few-Step Autoregressive Diffusion for Real-time Lip Synchronization
Justy and Cody dig into Lip Forcing, a paper on making diffusion-based video-to-video lip sync actually fast enough for streaming. They unpack the core problem, the teacher-student distillation setup, the key mid-trajectory guidance insight, and what the reported speedups might mean for real products like live translation, avatars, and dubbing systems.