DocumentCode
43067
Title
On the Use of Time-Domain Widely Linear Filtering for Binaural Speech Enhancement
Author
Szurley, J. ; Bertrand, Alexander ; Moonen, Marc
Author_Institution
Dept. of Electr. Eng., KU Leuven, Leuven, Belgium
Volume
20
Issue
7
fYear
2013
fDate
Jul-13
Firstpage
649
Lastpage
652
Abstract
Widely linear (WL) filtering has been shown to improve performance compared to linear filtering due to its ability to incorporate the non-circularity of the signal statistics. However there has been some inconsistency in its application, specifically when constructing complex signals from real signals, which has recently been considered in the context of speech enhancement in binaural or stereo systems. This letter shows that the corresponding WL filtered output contains exactly the same information as the linear filter output while increasing the computational complexity and memory requirements.
Keywords
computational complexity; filtering theory; speech enhancement; statistics; WL filter; binaural speech enhancement; complex signal construction; computational complexity; memory requirements; signal statistics; stereo systems; time-domain wide linear filtering; Maximum likelihood detection; Microphones; Noise reduction; Speech; Speech enhancement; Time-domain analysis; Vectors; Binaural speech enhancement; widely linear filtering;
fLanguage
English
Journal_Title
Signal Processing Letters, IEEE
Publisher
ieee
ISSN
1070-9908
Type
jour
DOI
10.1109/LSP.2013.2261058
Filename
6511977
Link To Document