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142834

USING DIGITAL PROCESSING OF SPEECH AND VIDEO TO SUPPORT INTERACTION BETWEEN THE DEAF COMMUNITY AND NORMAL PEOPLE

Article

Last updated: 28 Dec 2024

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Tags

الحاسب الآلي وتکنولوجيا التعليم

Abstract

This paper presents a framework for a proposed pattern recognition system to support communication between the deaf people and the normal. The presented system is basedon the digital processing of both video and speech. Firstly, it receives the gesture video from the deaf person and converts it to the corresponding spoken word. Secondly, it receives the spoken word from the normal person and converts it to the corresponding gesture. The proposed system comprises the following functions: (1) signal pre-processing; (2) signal analysis; and (3) training and testing. Fig. 1 shows the main block diagram of the proposed system. Keywords: sign language, Wavelet Packet Decomposition (WPD), Invariant moment, Mel-Frequency Cepstral Coefficients (MFCC), Timbral texture, Weighted Euclidean distance(WED)

DOI

10.21608/mbse.2014.142834

Authors

First Name

A. E.

Last Name

El-Alfi

MiddleName

-

Affiliation

Computer Science Department Mansoura University, Egypt

Email

-

City

-

Orcid

-

First Name

Y.

Last Name

El-Helaly

MiddleName

-

Affiliation

Mansoura University, Egypt

Email

-

City

-

Orcid

-

First Name

M. M.

Last Name

Ghoniem

MiddleName

-

Affiliation

Computer Science Department Mansoura University, Egypt

Email

-

City

-

Orcid

-

Volume

2014

Article Issue

36

Related Issue

20781

Issue Date

2014-10-01

Receive Date

2014-07-24

Publish Date

2014-10-01

Page Start

1,083

Page End

1,114

Print ISSN

2314-8683

Online ISSN

2314-8691

Article File

MBSE_Volume 2014_Issue 36_Pages 1083-1114.pdf

PDF . 640.3kB

Link

https://mbse.journals.ekb.eg/article_142834.html

Detail API

https://mbse.journals.ekb.eg/service?article_code=142834

Order

36

Type

مقالات علمیة محکمة

Type Code

1,632

Publication Type

Journal

Publication Title

مجلة بحوث التربية النوعية

Publication Link

https://mbse.journals.ekb.eg/

MainTitle

USING DIGITAL PROCESSING OF SPEECH AND VIDEO TO SUPPORT INTERACTION BETWEEN THE DEAF COMMUNITY AND NORMAL PEOPLE

Details

Type

Article

Created At

23 Jan 2023