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Preprint Aug 2026

SubtleTalk: Generating Controllable Weakly-correlated Facial Dynamics for 3D Talking Heads via Residual Flow Matching

This work proposes SubtleTalk, a framework for generating natural and controllable weakly correlated facial dynamics via multi-condition modeling and residual flow matching, and constructs SubtleTalk-Face, a large-scale 3D facial animation dataset comprising about 3,900 identities and 74 hours of data.

Chenyang Ding, Shuai Tan, Qunfen Lin et al. · 0 citations
Open access Aug 2026

EDTalk++: Full Disentanglement for Controllable Talking Head Synthesis.

Achieving disentangled control over multiple facial motions and accommodating diverse input modalities greatly enhances the application and entertainment of the talking head generation. This necessitates a deep exploration of the decoupling space for facial features, ensuring that they a) operate independently without...

Shuai Tan, Bin Ji, Ye Pan · 0 citations

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