DocumentCode :
3320671
Title :
An improved β-order WEDM spectral amplitude estimator for speech enhancement
Author :
Li, Na ; Bao, Chang-chun ; Xia, Bing-yin ; Deng, Feng
Author_Institution :
Sch. of Electron. Inf. & Control Eng., Beijing Univ. of Technol., Beijing, China
fYear :
2011
fDate :
14-17 Dec. 2011
Firstpage :
155
Lastpage :
160
Abstract :
This paper proposes an improved β-order Weighted Euclidean Distortion Measure (I-βWEDM) spectral estimator for speech enhancement. The new β-order WEDM gain function is introduced, in which a novel method of computing order β is proposed. In this method, the input noisy signal is divided into several critical bands in the human auditory model. The value of order β is updated adoptively according to the signal-to-noise ratios (SNR) which are computed in different critical bands. The performance of the proposed estimator with different values of β has been evaluated by ITU-T G.160 under the white noise and the non-stationary noise, respectively. The experimental results show that, comparing with the reference algorithms, the proposed algorithm with adaptive β could provide large amount of noise reduction, and has a little impact on the level of speech signal. The quality of enhanced speech is improved at the same time.
Keywords :
distortion measurement; hearing; noise abatement; spectral analysis; speech enhancement; white noise; β-order WEDM gain function; ITU-T G.160; human auditory model; improved β-order WEDM spectral amplitude estimator; improved β-order weighted Euclidean distortion measure spectral estimator; input noisy signal; noise reduction; nonstationary noise; reference algorithms; signal-to-noise ratios; speech enhancement; speech signal level; white noise; Attenuation; Gain; Noise reduction; Signal to noise ratio; Speech; Speech enhancement; β-order WEDM; critical band; human auditory model; 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.2011.6151552
Filename :
6151552
Link To Document :
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