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preprint · arXiv (2025)

DeepGesture: A conversational gesture synthesis system based on emotions and semantics

Thanh Hoang-Minh

In plain English

A diffusion model that generates co-speech gestures from text, speech, emotion and seed motion, with controllable emotional style. Evaluated on ZeroEGGS, it improves human-likeness and generalizes to synthetic voices.

gesture generation
digital humans
diffusion
audio-driven animation
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