Title :
Head-Orientation-Estimation-Integrated Speech Recognition for the Smart-Chair
Abstract :
In this paper, we propose an acoustic-based head orientation estimation method using a microphone array mounted on a chair, and also propose a novel strategy for how to integrate the head orientation estimation with a speech recognition system for improving noise robustness. We apply the proposed system to voice-driven control of home electronics. In the proposed system, the user can indicate a target by facing it. This interface is more intuitive than indicating the target by uttering the target´s name. From the experimental results, we can confirm that the proposed head orientation estimation is very stable and reliable irrespective of the mixed noise levels, and the integration of the head orientation estimation with the speech recognition makes the system more robust to noises.
Keywords :
estimation theory; interactive systems; man-machine systems; microphone arrays; speech recognition; acoustic-based head orientation estimation method; home electronics; microphone array; smart-chair; speech recognition; voice-driven control; Acoustic noise; Control systems; Humans; Loudspeakers; Magnetic heads; Microphone arrays; Mouth; Noise level; Noise robustness; Speech recognition; head orientation; noise robust; speech recognition;
Conference_Titel :
Universal Communication, 2008. ISUC '08. Second International Symposium on
Conference_Location :
Osaka
Print_ISBN :
978-0-7695-3433-6
DOI :
10.1109/ISUC.2008.44