EEMD-Based Speaker Emotional Analysis for Speech Signal

Abstract:

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Ensemble empirical mode decomposition(EEMD) is a newly developed method aimed at eliminating mode mixing present in the original empirical mode decomposition (EMD). To evaluate the performance of this new method, this paper investigates the effect of two parameters pertinent to EEMD: the emotional envelop and the number of emotional ensemble trials. At the same time, the proposed technique has been utilized for four kinds of emotional(angry、happy、sad and neutral) speech signals, and compute the number of each emotional ensemble trials. We obtain an emotional envelope by transforming the IMFe of emotional speech signals, and obtain a new method of emotion recognition according to different emotional envelop and emotional ensemble trials.

Info:

Periodical:

Edited by:

Dongye Sun, Wen-Pei Sung and Ran Chen

Pages:

815-819

DOI:

10.4028/www.scientific.net/AMM.121-126.815

Citation:

Y. Q. Qin and X. Y. Zhang, "EEMD-Based Speaker Emotional Analysis for Speech Signal", Applied Mechanics and Materials, Vols. 121-126, pp. 815-819, 2012

Online since:

October 2011

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Price:

$35.00

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