DocumentCode
1651360
Title
Microphone array speech enhancement based on a generalized post-filter and a novel perceptual filter
Author
Cheng, Ning ; Liu, Wen-Ju ; Li, Peng ; Xu, Bo
Author_Institution
Nat. Lab. of Pattern Recognition, Chinese Acad. of Sci., Beijing
fYear
2008
Firstpage
370
Lastpage
373
Abstract
The theoretic foundation of traditional microphone array post-filters is the assumption that the noise between sensors is uncorrelated. However, this assumption is inaccurate in real environments since the correlated noise exists. In this paper, a generalized microphone array post-filter is proposed to deal with both the correlated and uncorrelated noise in environments and a novel perceptual filter is proposed to reduce the musical residual noise introduced by the post-filter. Experiments show that the proposed technique produces impressive results in terms of quality measures of the enhanced speech.
Keywords
filtering theory; microphone arrays; speech enhancement; generalized post-filter; microphone array; perceptual filter; speech enhancement; Automation; Laboratories; Microphone arrays; Neural networks; Noise reduction; Pattern recognition; Sensor arrays; Speech enhancement; Wiener filter; Working environment noise; Microphone array; perceptual filter; post-filter; speech enhancement;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing, 2008. ICSP 2008. 9th International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-2178-7
Electronic_ISBN
978-1-4244-2179-4
Type
conf
DOI
10.1109/ICOSP.2008.4697147
Filename
4697147
Link To Document