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