Skip to content
← Back to Research

preprint · arXiv (cs.GR, cs.CV), 2026 · Oct 29, 2026

TalkFlow: Structured Latent Flow Matching for Speech Driven Holistic Motion Generation

Xinmu Wang, Fumi Honda, Xiang Gao, Xianfeng Gu, Xiyun Song, Heather Yu

In plain English

Generates facial expression, hand gestures and body motion from speech using separate latent streams for upper body, lower body and face that are lightly coupled. On BEAT2 the authors report better facial accuracy, gesture quality and speech-motion sync, and user studies favor it over earlier methods.

gesture generation
audio-driven animation
digital humans
Read the source ↗

Related research