Prosody-Driven Robot Arm Gestures Generation in Human-Robot Interaction
Résumé
In multimodal human-robot interaction (HRI), the process of communication can be established through verbal, non-verbal, and/or para-verbal cues. The linguistic literature shows that para-verbal and non-verbal communications are naturally synchronized. This research focuses on the relation between non-verbal and para-verbal communication by mapping prosody cues to the corresponding arm gestures. Our approach uses the coupled hidden Markov models (CHMMs), which could be seen as a collection of HMMs, one for the prosodic characteristics stream and six HMMs for the arm movements stream.
Domaines
Robotique [cs.RO]Origine | Fichiers produits par l'(les) auteur(s) |
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