A two-stage text-guidance framework, Think-Before-Draw, uses chain-of-thought prompting to convert emotion labels into facial muscle descriptions and then progressively guides a diffusion model from coarse emotion to fine muscle control.
Mystakidis, Metaverse, Encyclopedia 2 (1) (2022) 486–497
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Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation
A two-stage text-guidance framework, Think-Before-Draw, uses chain-of-thought prompting to convert emotion labels into facial muscle descriptions and then progressively guides a diffusion model from coarse emotion to fine muscle control.