DocumentCode
1690759
Title
Computationally efficient single channel dereverberation based on complementary wiener filter
Author
Kondo, K. ; Takahashi, Y. ; Komatsu, Teruhisa ; Nishino, Takanori ; Takeda, Kenji
Author_Institution
Yamaha Corp., Hamamatsu, Japan
fYear
2013
Firstpage
7452
Lastpage
7456
Abstract
A single-channel dereverberation method with low computational complexity is proposed. We introduce the complementary Wiener filter which can suppress a late reverberation during silence intervals via theoretical analysis and numerical calculation. An implementation represents reductions both of memory consumption and operative calculations compared to a conventional method; each reduction is almost by half. Dereverberation performance is evaluated by an experimental simulation using speech signals and measured room impulse responses. The performance under several hundreds of msec of the reverberation time is similar to the conventional method: 6 [dB] reverberation reduction and 3 [dB] improvement of target-to-interference ratio.
Keywords
Wiener filters; computational complexity; reverberation; speech enhancement; transient response; complementary Wiener filter; computationally efficient single channel dereverberation; low computational complexity; measured room impulse responses; single-channel dereverberation method; speech enhancement; speech signals; Computational complexity; Correlation; Erbium; Reverberation; Spectral analysis; Speech; Speech enhancement; Computational complexity; Reverberation; Speech enhancement; Wiener filter;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location
Vancouver, BC
ISSN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2013.6639111
Filename
6639111
Link To Document