DocumentCode
3320841
Title
Compressed domain speech enhancement based on the joint modification of codebook gains
Author
Xia, Bing-yin ; Bao, Chang-chun ; Liang, Yan ; Zhou, Xuan ; He, Yu-wen ; Li, Ru-wei
Author_Institution
Sch. of Electron. Inf. & Control Eng., Beijing Univ. of Technol., Beijing, China
fYear
2011
fDate
14-17 Dec. 2011
Firstpage
207
Lastpage
211
Abstract
A compressed domain speech enhancement method based on the joint modification of adaptive and algebraic codebook gains for the codec of ITU-T G.722.2 is proposed in this paper. First the power of excitation signal corresponding to the noise is estimated by the method of minimum statistics. Then the decision-directed approach is used to get an estimate of the a priori SNR. And the algebraic codebook gain is modified by multiplying a Wiener-type modification factor. In order to solve the problem of power loss in voiced segment, the modified adaptive codebook gain is got by keeping the power of the modified excitation signal equal to the scaled version of the noisy one. The result of performance evaluation under ITU-T G.160 shows that, in comparison with the method that only modifies the algebraic codebook gain, the proposed method could provide larger amount of noise reduction in both white and colored noise with smaller attenuation on the speech level, and the objective speech quality is improved evidently.
Keywords
adaptive codes; algebraic codes; data compression; signal denoising; speech codecs; speech coding; speech enhancement; statistics; white noise; ITU-T G.160; ITU-T G.722.2 codec; Wiener-type modification factor; a priori SNR estimation; adaptive codebook gains; algebraic codebook gains; codebook gains joint modification; colored noise reduction; compressed domain speech enhancement method; decision-directed approach; excitation signal power; minimum statistics method; objective speech quality; power loss problem; speech level attenuation; voiced segment; white noise reduction; Noise measurement; Noise reduction; Signal to noise ratio; Speech; Speech coding; Speech enhancement; CELP; codebook gain; compressed domain; joint modification; speech enhancement;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Information Technology (ISSPIT), 2011 IEEE International Symposium on
Conference_Location
Bilbao
Print_ISBN
978-1-4673-0752-9
Electronic_ISBN
978-1-4673-0751-2
Type
conf
DOI
10.1109/ISSPIT.2011.6151561
Filename
6151561
Link To Document