DocumentCode :
590799
Title :
An adaptive MAP speech spectral amplitude estimator combined with a zero phase noise suppressor
Author :
Kohmura, Sayuri ; Kawamur, A. ; Iiguni, Youji
Author_Institution :
Osaka Univ., Suita, Japan
fYear :
2012
fDate :
3-6 Dec. 2012
Firstpage :
1
Lastpage :
9
Abstract :
We previously proposed an efficient MAP (Maximum a posteriori) speech spectral amplitude estimator for stationary noise suppression. Although this method can strongly reduce stationary noise signals, it cannot reduce impulsive noise signals, such that a thunder, clap, and other impact noise signals. On the other hand, we also previously proposed a zero phase noise suppression method to achieve impulsive noise reduction, where its effectiveness was confirmed through some simulations. In this paper, we combine these two effective noise reduction methods and achieve a noise suppressor which can remove both of stationary and impulsive noise signals. We evaluate its noise reduction capability for some types of noise. The simulation results show the effectiveness of the proposed noise suppression method.
Keywords :
impulse noise; maximum likelihood estimation; phase noise; speech processing; adaptive MAP speech spectral amplitude estimator; impact noise signals; impulsive noise reduction; impulsive noise signals; maximum a posteriori speech spectral amplitude estimator; noise reduction capability; stationary noise signals; stationary noise suppression; zero phase noise suppression method; zero phase noise suppressor; Discrete Fourier transforms; Gain; Histograms; Shape; Signal to noise ratio; Speech;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal & Information Processing Association Annual Summit and Conference (APSIPA ASC), 2012 Asia-Pacific
Conference_Location :
Hollywood, CA
Print_ISBN :
978-1-4673-4863-8
Type :
conf
Filename :
6411946
Link To Document :
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