DocumentCode
3194293
Title
A Valid Frequency Range Analysis of Throat Signal for Voice Command System
Author
Jung, Young-Giu ; Han, Mun-sung ; Chung, Kyung-Yong ; Lee, Sang Jo
Author_Institution
Multimodal & Human Interaction Lab., YM-NaeulTech, Incheon, South Korea
fYear
2011
fDate
26-29 April 2011
Firstpage
1
Lastpage
5
Abstract
In this paper, a valid frequency range of throat signal analyses is presented. Compare to speech signals, the throat signals have many differences in the amount of information. In this context, targeting on throat signals to find valid frequency range is one of the most important analyses for the development of new breed of feature extraction algorithm. In this respect, using analysis similarity of throat signals feature distribution and correlation analysis of throat signals in the frequency domain, the frequency range can be found with effective and quick response time to be applied to a voice command recognition system using neck-microphone. As a result, the proposed frequency range is from 200Hz (center frequency) to 2001Hz (center frequency). For the neck-microphone voice command system using the proposed frequency range, a significant reduction in time complexity of 25% can be achieved without any loss in recognition rate.
Keywords
computational complexity; feature extraction; microphones; speech recognition; wearable computers; correlation analysis; feature extraction algorithm; neck microphone; throat signal analyses; throat signals feature distribution; time complexity; valid frequency range analysis; voice command recognition system; Band pass filters; Correlation; Feature extraction; Finite impulse response filter; Indexes; Microphones; Speech recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Science and Applications (ICISA), 2011 International Conference on
Conference_Location
Jeju Island
Print_ISBN
978-1-4244-9222-0
Electronic_ISBN
978-1-4244-9223-7
Type
conf
DOI
10.1109/ICISA.2011.5772383
Filename
5772383
Link To Document