A New Speech Enhancement Method Based on Genetic Algorithm

Abstract:

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In this paper a new algorithm for speech enhancement is presented. In the proposed approach, the effect of noise is reduced from the singular values as well as the singular vectors. We utilize the Genetic Algorithm for optimally setting the parameters needed for our proposed speech enhancement process. In the case that the additive noise does not have the white noise characteristics, the GSVD operation is used for subspace division. The results indicate the better performance of our proposed method in comparison with other well-known speech enhancement techniques.

Info:

Periodical:

Advanced Materials Research (Volumes 268-270)

Edited by:

Feng Xiong

Pages:

969-974

DOI:

10.4028/www.scientific.net/AMR.268-270.969

Citation:

Y. Yang "A New Speech Enhancement Method Based on Genetic Algorithm", Advanced Materials Research, Vols. 268-270, pp. 969-974, 2011

Online since:

July 2011

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Price:

$35.00

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