Speaker Identification Wavelet Transform based method

Author

Daqrouq, Khaled ; Al-Sawalmeh, Wael ; Al-Qawasmi, Abdel-Rahman ; Abu-Isbeih, Ibrahim N.

Author_Institution

Dept. of Commun. & Electron. Eng., Philadelphia Univ., Amman

fYear

2008

fDate

20-22 July 2008

Firstpage

1

Lastpage

5

Abstract

One of the most important signal processing method in digital signal processing discipline is speaker identification method (SIM). Because of the difficult nature of speech signals and their fast variation with time, the wavelet transform is used to reduce the complexity of such signals. In this paper two identification methods are presented based on Continuous Wavelet Transform CWT. The first method is the male and female identification method and the second is the SIM. The obtained results showed a high recognition rate about 98%, which makes the speaker identification wavelet transform based method to be very important in digital security systems applications.

Keywords

speaker recognition; wavelet transforms; continuous wavelet transform; digital security systems; digital signal processing; speaker identification; speaker identification method; Continuous wavelet transforms; Digital signal processing; Loudspeakers; Lungs; Shape; Signal processing; Speaker recognition; Speech; Telecommunications; Wavelet transforms; CWT; speaker identification; speech signal; wavelet transform;

fLanguage

English

Publisher

ieee

Conference_Titel

Systems, Signals and Devices, 2008. IEEE SSD 2008. 5th International Multi-Conference on

Conference_Location

Amman

Print_ISBN

978-1-4244-2205-0

Electronic_ISBN

978-1-4244-2206-7

Type

conf

DOI

10.1109/SSD.2008.4632901

Filename

4632901