Countless studies have been conducted on non-verbal human communication through pose, appearance, facial expression, hand gestures, etc., aka body language. Non-verbal signals can carry rich information with regard to human expression, and effectively capturing, interpreting and generating such signals can significantly improve the realism of digital humans (avatars) in telepresence…