Title :
Mutual assistance between speech and vision for human-robot interaction
Author :
Burger, B. ; Burger, B. ; Burger, B. ; Lerasle, Frederic ; Lerasle, Frederic ; Ferrane, Isabelle ; Ferrane, Isabelle ; Clodic, Aurelie
Abstract :
Among the cognitive abilities a robot companion must be endowed with, human perception and speech understanding are both fundamental in the context of multimodal human-robot interaction. First, we propose a multiple object visual tracker which is interactively distributed and dedicated to two-handed gestures and head location in 3D. An on-board speech understanding system is also developed in order to process deictic and anaphoric utterances. Characteristics and performances for each of the two components are presented. Finally, integration and experiments on a robot companion highlight the relevance and complementarity of our multimodal interface. Outlook to future work is finally discussed.
Keywords :
cognition; gesture recognition; man-machine systems; robot vision; speech recognition; anaphoric utterances; head location; human-robot interaction; multimodal interface; multiple object visual tracker; mutual assistance; onboard speech understanding system; process deictics; robot speech; robot vision; two-handed gestures; Hidden Markov models; Robot kinematics; Robots; Speech; Speech recognition; Target tracking; Three dimensional displays; assistance robotic; multimodal interaction; multiple object tracking; speech understanding;
Conference_Titel :
Intelligent Robots and Systems, 2008. IROS 2008. IEEE/RSJ International Conference on
Conference_Location :
Nice
Print_ISBN :
978-1-4244-2057-5
DOI :
10.1109/IROS.2008.4651085