Comparison of Energy Rate of a Level 3 Speech Signal using DWT with the Mother Wavelet Haar , meyer , coiflets , symlets , daubechies , biorthogonal

Abdelkader Amraoui, S. Saadi
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引用次数: 0

Abstract

The objective of this work is to compare the energy rate of a level 3 speech signal using thediscrete wavelet transform (DWT) of various mother wavelets such as Haar, Meyer, biorthogonal, Coiflets,Symlets, and Daubechies, to determine the range of values for both genders of the speaker. The speechsignal is filtered by an 8th order Butterworth filter.We perform the discrete wavelet transform (DWT) on the mother wavelet to obtain the energy values ofeach mother wavelet at the third level of the decomposition for male and female speakers. We then comparethe energy values of speech signals between men and women speaking the same sentence, This comparisonis conducted on several databases containing repeated sentences for the same individual or both genders,the results are found to be acceptable for further analysis.
基于小波变换的3级语音信号能量率与母小波的比较
这项工作的目的是使用各种母小波(如Haar, Meyer,双正交,Coiflets,Symlets和Daubechies)的离散小波变换(DWT)来比较3级语音信号的能量率,以确定两种性别说话者的值范围。语音信号通过8阶巴特沃斯滤波器进行滤波。我们对母小波进行离散小波变换(DWT),得到每个母小波在分解的第三层对男、女说话人的能量值。然后,我们比较了男性和女性说同一句话的语音信号的能量值,并在包含同一个人或男女重复句子的多个数据库中进行了比较,发现结果是可以接受的,可以进一步分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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