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 :
Div. 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 :
control engineering computing; estimation theory; intelligent control; mobile robots; speech recognition; GMM based end point detection; VRCS; feature space noise suppression; intelligent control; mobile robot; noise estimation; noisy environment; robot communication; side-lobe canceller technique; voice command; voice recognition control system for robot; 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), 2012 12th International Conference on
Conference_Location :
JeJu Island
Print_ISBN :
978-1-4673-2247-8