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...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2005
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/38183/ http://irep.iium.edu.my/38183/1/Speaker_authentication_system_using_soft_computing_approaches.pdf |
| _version_ | 1848781556025393152 |
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| 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 |
| building | IIUM Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-14T15:51:26Z |
| format | Article |
| id | iium-38183 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T15:51:26Z |
| publishDate | 2005 |
| publisher | Elsevier |
| recordtype | eprints |
| repository_type | Digital Repository |
| 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# |
| spellingShingle | T Technology (General) Abdul Rahman, Abdul Wahab See Ng, Goek Dickiyanto, Romy Speaker authentication system using soft computing approaches |
| title | 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_short | Speaker authentication system using soft computing approaches |
| title_sort | speaker authentication system using soft computing approaches |
| topic | T Technology (General) |
| 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 |