Multi-space random mapping for speaker identification
This paper presents a work of utilizing multi-space random mapping (MRM) to formulate a dual-factor identification system, which combines speaker biometric and personal token. Our work has shown that MRM-system exhibits stronger discriminative ability when comparing test features to its counterfeit...
| Main Authors: | , , , |
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| Format: | Article |
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The Institute of Electronics, Information and Communication Engineers
2005
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| Online Access: | http://shdl.mmu.edu.my/2244/ |
| _version_ | 1848790003061096448 |
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| author | Chong, Tze Yuang Teoh, Andrew Beng Jin Ngo, David Chek Ling Goh, Michael Kah Ong |
| author_facet | Chong, Tze Yuang Teoh, Andrew Beng Jin Ngo, David Chek Ling Goh, Michael Kah Ong |
| author_sort | Chong, Tze Yuang |
| building | MMU Institutional Repository |
| collection | Online Access |
| description | This paper presents a work of utilizing multi-space random mapping (MRM) to formulate a dual-factor identification system, which combines speaker biometric and personal token. Our work has shown that MRM-system exhibits stronger discriminative ability when comparing test features to its counterfeit templates, which lied in other different random subspaces. This advantage thus contributes to better F-ratio and greater accuracy recognition. |
| first_indexed | 2025-11-14T18:05:42Z |
| format | Article |
| id | mmu-2244 |
| institution | Multimedia University |
| institution_category | Local University |
| last_indexed | 2025-11-14T18:05:42Z |
| publishDate | 2005 |
| publisher | The Institute of Electronics, Information and Communication Engineers |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | mmu-22442022-12-08T05:26:54Z http://shdl.mmu.edu.my/2244/ Multi-space random mapping for speaker identification Chong, Tze Yuang Teoh, Andrew Beng Jin Ngo, David Chek Ling Goh, Michael Kah Ong TA Engineering (General). Civil engineering (General) This paper presents a work of utilizing multi-space random mapping (MRM) to formulate a dual-factor identification system, which combines speaker biometric and personal token. Our work has shown that MRM-system exhibits stronger discriminative ability when comparing test features to its counterfeit templates, which lied in other different random subspaces. This advantage thus contributes to better F-ratio and greater accuracy recognition. The Institute of Electronics, Information and Communication Engineers 2005-04 Article NonPeerReviewed Chong, Tze Yuang and Teoh, Andrew Beng Jin and Ngo, David Chek Ling and Goh, Michael Kah Ong (2005) Multi-space random mapping for speaker identification. IEICE Electronics Express, 2 (7). pp. 226-231. ISSN 1349-2543 http://dx.doi.org/10.1587/elex.2.226 doi:10.1587/elex.2.226 doi:10.1587/elex.2.226 |
| spellingShingle | TA Engineering (General). Civil engineering (General) Chong, Tze Yuang Teoh, Andrew Beng Jin Ngo, David Chek Ling Goh, Michael Kah Ong Multi-space random mapping for speaker identification |
| title | Multi-space random mapping for speaker identification |
| title_full | Multi-space random mapping for speaker identification |
| title_fullStr | Multi-space random mapping for speaker identification |
| title_full_unstemmed | Multi-space random mapping for speaker identification |
| title_short | Multi-space random mapping for speaker identification |
| title_sort | multi-space random mapping for speaker identification |
| topic | TA Engineering (General). Civil engineering (General) |
| url | http://shdl.mmu.edu.my/2244/ http://shdl.mmu.edu.my/2244/ http://shdl.mmu.edu.my/2244/ |