SocialHumanoid: Towards Expressive Humanoid Behavior via One-Step Co-Speech Motion Generation
Perceptual evaluations further show that training with AffectMoCap improves affect recognition from generated body motion, while real-robot experiments demonstrate continuous affect-conditioned behavior and stable long-horizon execution.