Speaker authentication system using soft computing approaches

Speaker authentication has been developed rapidly in the last few decades. This research work attempts to extract the hidden features of human voice that is able to simulate human auditory system characteristics in speaker authentication. The hidden features are then presented as inputs to a Multi-L...

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Bibliographic Details
Main Authors:	Abdul Rahman, Abdul Wahab, See Ng, Goek, Dickiyanto, Romy
Format:	Article
Language:	English
Published:	Elsevier 2005
Subjects:	T Technology (General)
Online Access:	http://irep.iium.edu.my/38183/ http://irep.iium.edu.my/38183/ http://irep.iium.edu.my/38183/1/Speaker_authentication_system_using_soft_computing_approaches.pdf

id	iium-38183
recordtype	eprints
spelling	iium-381832014-09-12T02:18:01Z http://irep.iium.edu.my/38183/ Speaker authentication system using soft computing approaches Abdul Rahman, Abdul Wahab See Ng, Goek Dickiyanto, Romy T Technology (General) Speaker authentication has been developed rapidly in the last few decades. This research work attempts to extract the hidden features of human voice that is able to simulate human auditory system characteristics in speaker authentication. The hidden features are then presented as inputs to a Multi-Layer Perceptron Neural Network and Generic Self-organizing Fuzzy Neural Network to verify the speakers with high accuracy. Based on the experimental results, the two networks are able to verify speakers using two method in extracting hidden features from the recorded voice sources. Elsevier 2005-03-31 Article PeerReviewed application/pdf en http://irep.iium.edu.my/38183/1/Speaker_authentication_system_using_soft_computing_approaches.pdf Abdul Rahman, Abdul Wahab and See Ng, Goek and Dickiyanto, Romy (2005) Speaker authentication system using soft computing approaches. Neurocomputing, 68. pp. 13-37. ISSN 0925-2312 http://www.sciencedirect.com/science/article/pii/S0925231205000421#
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	T Technology (General)
spellingShingle	T Technology (General) Abdul Rahman, Abdul Wahab See Ng, Goek Dickiyanto, Romy Speaker authentication system using soft computing approaches
description	Speaker authentication has been developed rapidly in the last few decades. This research work attempts to extract the hidden features of human voice that is able to simulate human auditory system characteristics in speaker authentication. The hidden features are then presented as inputs to a Multi-Layer Perceptron Neural Network and Generic Self-organizing Fuzzy Neural Network to verify the speakers with high accuracy. Based on the experimental results, the two networks are able to verify speakers using two method in extracting hidden features from the recorded voice sources.
format	Article
author	Abdul Rahman, Abdul Wahab See Ng, Goek Dickiyanto, Romy
author_facet	Abdul Rahman, Abdul Wahab See Ng, Goek Dickiyanto, Romy
author_sort	Abdul Rahman, Abdul Wahab
title	Speaker authentication system using soft computing approaches
title_short	Speaker authentication system using soft computing approaches
title_full	Speaker authentication system using soft computing approaches
title_fullStr	Speaker authentication system using soft computing approaches
title_full_unstemmed	Speaker authentication system using soft computing approaches
title_sort	speaker authentication system using soft computing approaches
publisher	Elsevier
publishDate	2005
url	http://irep.iium.edu.my/38183/ http://irep.iium.edu.my/38183/ http://irep.iium.edu.my/38183/1/Speaker_authentication_system_using_soft_computing_approaches.pdf
first_indexed	2023-09-18T20:54:49Z
last_indexed	2023-09-18T20:54:49Z
_version_	1777410233811861504

Speaker authentication system using soft computing approaches

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