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