DocumentCode
3594793
Title
Low distortion SNR-based speech enhancement employing critical band filter banks
Author
Westerlund, N. ; De Haan, Jan Mark ; Dahl, Manias ; Claesson, Ingvar
Author_Institution
Dept. of Telecommun. & Signal Process., Blekinge Inst. of Technol., Ronneby, Sweden
Volume
1
fYear
2003
Firstpage
129
Abstract
This paper presents a speech enhancement method for personal communications where the input signal is divided into a number of subbands that are individually and adaptively weighted in time domain according to a short term SNR estimate in each subband at every time instant. Hence the name adaptive gain equalizer. The method is focused on speech enhancement, acting as a speech booster, and remains idle when the SNR in a particular subband is low. Hence, background artifacts are eliminated and there is no need for a voice activity detector (VAD). This paper also presents a method for least squares design of nonuniform filter banks for application in subband signal processing. Design objectives aim to optimize the filter bank frequency response while minimizing subband and output aliasing. Critical band filter banks with increasing bandwidth are designed and evaluated with the speech enhancement method.
Keywords
adaptive equalisers; adaptive filters; channel bank filters; frequency response; least squares approximations; optimisation; personal communication networks; signal detection; speech enhancement; adaptive gain equalizer; band filter banks; filter bank optimization; frequency response; least squares design; low distortion SNR-based speech enhancement; personal communication; speech booster; subband signal processing; voice activity detector; Design optimization; Detectors; Equalizers; Filter bank; Frequency response; Least squares methods; Process design; Signal design; Signal processing; Speech enhancement;
fLanguage
English
Publisher
ieee
Conference_Titel
Information, Communications and Signal Processing, 2003 and Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint Conference of the Fourth International Conference on
Print_ISBN
0-7803-8185-8
Type
conf
DOI
10.1109/ICICS.2003.1292427
Filename
1292427
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