Implementation of speaker identification system by means of personal computer
Speech processing systems are highly complex and teaching students in this subject matter with the underlying technologies can be a challenging task. The aim of this work was to give a hands-on experience via a development of speech processing system based on the hidden Markov model (HMM) as a teach...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
2000
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| Online Access: | http://eprints.utm.my/2033/ http://eprints.utm.my/2033/1/Salleh2000__ImplementationOfSpeakerIdentificationSystem.pdf |
| _version_ | 1848890270273241088 |
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| author | Shaikh Salleh, Sheikh Hussain Sha'ameri, Ahmad Zuri Yusoff, Zulkarnian Syed Al Attas, Syed Rahman Lim, Soon Chieh |
| author_facet | Shaikh Salleh, Sheikh Hussain Sha'ameri, Ahmad Zuri Yusoff, Zulkarnian Syed Al Attas, Syed Rahman Lim, Soon Chieh |
| author_sort | Shaikh Salleh, Sheikh Hussain |
| building | UTeM Institutional Repository |
| collection | Online Access |
| description | Speech processing systems are highly complex and teaching students in this subject matter with the underlying technologies can be a challenging task. The aim of this work was to give a hands-on experience via a development of speech processing system based on the hidden Markov model (HMM) as a teaching aid. A method for implementing the speaker recognition system using our toolkit was developed as a dedicated laboratory environment for students. For speaker recognition, experiments were performed to evaluate the performance of the system with 30 speakers (22 impostors and 8 clients). The identification error was 2%, the false acceptance rate was 28% and the false rejection rate was 1%. The Teaching Module Speech Recognition (TMSR) toolkit was used in the lab which was part of the courses on digital signal processing (DSP) technology given by the Computer Engineering and Microelectronics Department. Students are given some initial guidance on how to use the toolkit and instructions to carry out the speaker identification experiments. Overall, the laboratory system was a success and plans are taken in the coming academic years to improve and extend the capability of the system |
| first_indexed | 2025-11-15T20:39:24Z |
| format | Article |
| id | utm-2033 |
| institution | Universiti Teknologi Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T20:39:24Z |
| publishDate | 2000 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | utm-20332010-06-01T03:00:23Z http://eprints.utm.my/2033/ Implementation of speaker identification system by means of personal computer Shaikh Salleh, Sheikh Hussain Sha'ameri, Ahmad Zuri Yusoff, Zulkarnian Syed Al Attas, Syed Rahman Lim, Soon Chieh TK Electrical engineering. Electronics Nuclear engineering Speech processing systems are highly complex and teaching students in this subject matter with the underlying technologies can be a challenging task. The aim of this work was to give a hands-on experience via a development of speech processing system based on the hidden Markov model (HMM) as a teaching aid. A method for implementing the speaker recognition system using our toolkit was developed as a dedicated laboratory environment for students. For speaker recognition, experiments were performed to evaluate the performance of the system with 30 speakers (22 impostors and 8 clients). The identification error was 2%, the false acceptance rate was 28% and the false rejection rate was 1%. The Teaching Module Speech Recognition (TMSR) toolkit was used in the lab which was part of the courses on digital signal processing (DSP) technology given by the Computer Engineering and Microelectronics Department. Students are given some initial guidance on how to use the toolkit and instructions to carry out the speaker identification experiments. Overall, the laboratory system was a success and plans are taken in the coming academic years to improve and extend the capability of the system 2000-09-24 Article PeerReviewed application/pdf en http://eprints.utm.my/2033/1/Salleh2000__ImplementationOfSpeakerIdentificationSystem.pdf Shaikh Salleh, Sheikh Hussain and Sha'ameri, Ahmad Zuri and Yusoff, Zulkarnian and Syed Al Attas, Syed Rahman and Lim, Soon Chieh (2000) Implementation of speaker identification system by means of personal computer. TENCON 2000. Proceedings , 1 (3 vol.(xxv+536+614+527) ). pp. 43-48. |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Shaikh Salleh, Sheikh Hussain Sha'ameri, Ahmad Zuri Yusoff, Zulkarnian Syed Al Attas, Syed Rahman Lim, Soon Chieh Implementation of speaker identification system by means of personal computer |
| title | Implementation of speaker identification system by means of personal computer |
| title_full | Implementation of speaker identification system by means of personal computer |
| title_fullStr | Implementation of speaker identification system by means of personal computer |
| title_full_unstemmed | Implementation of speaker identification system by means of personal computer |
| title_short | Implementation of speaker identification system by means of personal computer |
| title_sort | implementation of speaker identification system by means of personal computer |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://eprints.utm.my/2033/ http://eprints.utm.my/2033/1/Salleh2000__ImplementationOfSpeakerIdentificationSystem.pdf |