Title :
An intelligent control of mobile robot based on voice command
Author :
Shim, Byoung-Kyun ; Kang, Kwang-wook ; Lee, Woo-Song ; Won, Jong-Baem ; Han, Sung-Hyun
Author_Institution :
Dept. of Adv. Eng., Kyungnam Univ., Masan, South Korea
Abstract :
In general, it is possible to estimate the noise by using information on the robot´s own motions and postures, because a type of motion and gesture produces almost the same pattern of noise every time. In this paper, we describe an voice recognition control system for robot(VRCS) system which can robustly recognize voice by adults and children in noisy environments. We evaluate the VRCS system in a communication robot placed in a real noisy environment. Voice is captured using a wireless microphone. To suppress interference and noise and to attenuate reverberation, we implemented a multi-channel system consisting of an outlier-robust generalized side-lobe canceller technique and a feature-space noise suppression using MMSE criteria. Voice activity periods are detected using GMM-based end-point detection.
Keywords :
Gaussian processes; gesture recognition; intelligent control; interference suppression; mean square error methods; microphones; mobile robots; motion control; reverberation; signal detection; speech recognition; GMM-based end-point detection; MMSE criteria; VRCS system; communication robot; feature-space noise suppression; intelligent control; interference suppression; mobile robot; multichannel system; noise estimation; outlier-robust generalized side-lobe canceller; real noisy environment; reverberation attenuation; robot gesture; robot motion; robot posture; voice activity; voice command; voice recognition control system; wireless microphone; Acoustics; Mobile robots; Navigation; Noise; Sensors; Speech recognition; Robust voice recognition; Side-lobe canceller; navigation system;
Conference_Titel :
Control Automation and Systems (ICCAS), 2010 International Conference on
Conference_Location :
Gyeonggi-do
Print_ISBN :
978-1-4244-7453-0
Electronic_ISBN :
978-89-93215-02-1