DocumentCode
583390
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
fYear
2012
fDate
17-21 Oct. 2012
Firstpage
1878
Lastpage
1881
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Control, Automation and Systems (ICCAS), 2012 12th International Conference on
Conference_Location
JeJu Island
Print_ISBN
978-1-4673-2247-8
Type
conf
Filename
6393153
Link To Document