DuoGesture introduces a dual-stream architecture for co-speech gesture generation that decouples semantic and beat streams via a stochastic gate and biomechanical regularization, claiming better performance than holistic baselines.
Tipper, Giulia Signorini, and Scott T
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DuoGesture: Neuro-Inspired and Biomechanically Informed Dual-Stream Co-Speech Gesture Generation
DuoGesture introduces a dual-stream architecture for co-speech gesture generation that decouples semantic and beat streams via a stochastic gate and biomechanical regularization, claiming better performance than holistic baselines.