DocumentCode
781731
Title
Low-Delay Nonuniform Pseudo-QMF Banks With Application to Speech Enhancement
Author
Deng, Ying ; Mathews, V.John ; Farhang-Boroujeny, Behrouz
Author_Institution
Dept. of Electr. & Comput. Eng., Utah Univ., Salt Lake City, UT
Volume
55
Issue
5
fYear
2007
fDate
5/1/2007 12:00:00 AM
Firstpage
2110
Lastpage
2121
Abstract
This paper presents a method for designing low-delay nonuniform pseudo quadrature mirror filter (QMF) banks. This method is motivated by the work of Li, Nguyen, and Tantaratana, in which the nonuniform filter bank is realized by combining an appropriate number of adjacent sub-bands of a uniform pseudo-QMF bank. In prior work, the prototype filter of the uniform pseudo-QMF bank was constrained to have linear phase and the overall delay associated with the filter bank was often unacceptably large for filter banks with a large number of sub-bands. This paper proposes a pseudo-QMF filter bank design technique that significantly reduces the delay by relaxing the linear phase constraints. An example in which an oversampled critical-band nonuniform filter bank is designed and applied to a two-state modeling speech enhancement system is presented in this paper. Comparison of the performance of this system to competing methods employing tree-structured, linear phase multiresolution analysis indicates that the approach described in this paper strikes a good balance between system performance and low delay
Keywords
channel bank filters; speech enhancement; trees (mathematics); linear phase constraints; linear phase multiresolution analysis; low-delay nonuniform pseudo-QMF banks; oversampled critical-band nonuniform filter bank; quadrature mirror filter banks; speech enhancement; tree-structured analysis; Delay; Design methodology; Digital filters; Filter bank; Frequency; Mirrors; Multiresolution analysis; Prototypes; Speech enhancement; Wavelet packets; Low-delay nonuniform filter bank design; multiresolution analysis; speech enhancement;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/TSP.2007.892707
Filename
4156376
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