DocumentCode :
495346
Title :
Nonacoustic Sensor Speech Enhancement Based on Wavelet Packet Entropy
Author :
Li, Sheng ; Wang, Jianqi ; Xijing, Jing ; Liu, Tian
Author_Institution :
Dept. of Biomed. Eng., Fourth Mil. Med. Univ., Xi´´an, China
Volume :
6
fYear :
2009
fDate :
March 31 2009-April 2 2009
Firstpage :
447
Lastpage :
450
Abstract :
A new kind of nonacoustic sensor speech detecting system is developed in our laboratory. Since the special attribute of the millimeter wave, this method may provide some exciting opportunity for wide applications. However, due to the special feature of the nonacoustic sensor speech detecting principle, the additive combined noises corrupted the nonacoustic sensor speech greatly. Therefore, an improved spectrum subtract algorithm, which is based on the wavelet packet entropy analysis is proposed in order to enhance the nonacoustic sensor speech. The results are also compared to the traditional spectral subtraction algorithm, suggest that this method achieves a better reduction of the whole-frequency noise, and yields good speech quality.
Keywords :
speech enhancement; speech recognition; wavelet transforms; millimeter wave; nonacoustic sensor speech enhancement; spectrum subtract algorithm; speech quality; wavelet packet entropy analysis; whole-frequency noise; Additive noise; Entropy; Laboratories; Millimeter wave technology; Sensor phenomena and characterization; Sensor systems; Speech analysis; Speech enhancement; Wavelet analysis; Wavelet packets; nonscoustic sensor; wavelet packet entropy;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Information Engineering, 2009 WRI World Congress on
Conference_Location :
Los Angeles, CA
Print_ISBN :
978-0-7695-3507-4
Type :
conf
DOI :
10.1109/CSIE.2009.251
Filename :
5170738
Link To Document :
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