DocumentCode :
527836
Title :
The application of perceptual weighting on millimeter wave conducted speech enhancement
Author :
Sheng Li ; Jianqi Wang ; Xijing Jing
Author_Institution :
Dept. of Biomed. Eng., Fourth Mil. Med. Univ., Xi´an, China
Volume :
6
fYear :
2010
fDate :
10-12 Aug. 2010
Firstpage :
3230
Lastpage :
3233
Abstract :
A new non-air conducted speech detecting method is developed in our laboratory by means of millimeter wave (MMW) radar. However, the resulting radar speech is of less intelligible and poor audibility since the present of the combined and colored additive noise. This paper, therefore, investigates the problem of the MMW radar speech enhancement by taking into account the frequency-domain masking properties of the human auditory system and reduces the perceptual effect of the residual noise. The results from both acoustic and listening evaluation suggest that the background noise can be reduced efficiently while the distortion of MMW radar speech remains acceptable, suggesting that the proposed algorithm achieved a better performances of noise reduction over traditional subtractive-type algorithms.
Keywords :
millimetre wave radar; radar signal processing; signal denoising; speech enhancement; speech intelligibility; MMW radar speech enhancement; background noise; distortion; frequency-domain masking property; human auditory system; millimeter wave conducted speech enhancement; millimeter wave radar; nonair conducted speech detecting method; perceptual effect; perceptual weighting; radar speech intelligibility; residual noise reduction; spectral subtraction; Algorithm design and analysis; Noise; Noise measurement; Radar; Speech; Speech enhancement; Millimeter wave; perceptual weighting; spectral subtraction algorithm; speech enhancement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Natural Computation (ICNC), 2010 Sixth International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5958-2
Type :
conf
DOI :
10.1109/ICNC.2010.5584573
Filename :
5584573
Link To Document :
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