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64932

Study for Speaker Identification Under Reverberation Effect

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Last updated: 25 Dec 2024

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Abstract

Speech is the way people interact with each other. With the development of computer technology, some researchers have sought to find techniques that allow the computer to understand natural speech. Smart systems are now trying to imitate the functions of the human brain by using neural networks. Reverberation represents interference noise on the original speech signal. The aim of the research is investigate of reverberation effect on speech signal and whether it affects the identification of the speaker or not to determine the best scenario for identifying the speaker in the presence of reverberation. This study is done using feature extraction with Mel-Frequency Capstral coefficients (MFCCs) and neural networks.

DOI

10.21608/mjeer.2019.64932

Keywords

speaker recognition system, Mel Frequency Cepstral Coefficients, Registration Mode, Identification Mode, reverberation, artificial neural network

Authors

First Name

Mohamad

Last Name

Monir

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-

Affiliation

Communications and Electronics Department Faculty of Electronic Engineering,Manoufia University: Menouf, Egypt

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First Name

M.

Last Name

Nassar

MiddleName

M.

Affiliation

Communications and Electronics Department Faculty of Electronic Engineering,Manoufia University: Menouf, Egypt

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First Name

Adel

Last Name

El-Fishawy

MiddleName

-

Affiliation

Communications and Electronics Department Faculty of Electronic Engineering,Manoufia University: Menouf, Egypt

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First Name

Mohamad

Last Name

Zein El-Din

MiddleName

-

Affiliation

Communications and Electronics Department Faculty of Electronic Engineering,Manoufia University: Menouf, Egypt

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-

Orcid

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First Name

Moawad

Last Name

Dessouky

MiddleName

-

Affiliation

Communications and Electronics Department Faculty of Electronic Engineering,Manoufia University: Menouf, Egypt

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-

Orcid

-

First Name

El-sayed

Last Name

El-Rabaie

MiddleName

-

Affiliation

Communications and Electronics Department Faculty of Electronic Engineering,Manoufia University: Menouf, Egypt

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City

-

Orcid

-

First Name

Fathi

Last Name

El-Samie

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-

Affiliation

Communications and Electronics Department Faculty of Electronic Engineering,Manoufia University: Menouf, Egypt

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-

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Volume

28

Article Issue

ICEEM2019-Special Issue

Related Issue

9704

Issue Date

2019-12-01

Receive Date

2019-12-12

Publish Date

2019-12-01

Page Start

1

Page End

7

Print ISSN

1687-1189

Online ISSN

2682-3535

Link

https://mjeer.journals.ekb.eg/article_64932.html

Detail API

https://mjeer.journals.ekb.eg/service?article_code=64932

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Type

Original Article

Type Code

1,088

Publication Type

Journal

Publication Title

Menoufia Journal of Electronic Engineering Research

Publication Link

https://mjeer.journals.ekb.eg/

MainTitle

Study for Speaker Identification Under Reverberation Effect

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Type

Article

Created At

22 Jan 2023