Educational project on a simple voice identification using mel-frequency cepstrum coefficients and vector quantization
Voice identification is a task of identifying a person based on the content of information in one’s voice signal which distinguishes his/hers from voices of other people. This paper presents an educational project on a simple voice identification system, which uses two parameters of voice features:...
| Main Authors: | , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
2008
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/14165/ http://irep.iium.edu.my/14165/1/paper794.pdf |
| _version_ | 1848777659502297088 |
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| author | Akmeliawati, Rini Widhiputranto, H. K. |
| author_facet | Akmeliawati, Rini Widhiputranto, H. K. |
| author_sort | Akmeliawati, Rini |
| building | IIUM Repository |
| collection | Online Access |
| description | Voice identification is a task of identifying a person based on the content of information in one’s voice signal which distinguishes his/hers from voices of other people. This paper presents an educational project on a simple voice identification system, which uses two parameters of voice features: the fundamental frequency or pitch and the vocal tract information represented by Mel-Frequency Cepstrum Coefficients (MFCC). The estimation fundamental frequency is performed with Harmonic Product Spectrum (HPS) algorithm, whilst MFCC is calculated using Discrete Cosine Transform, then, is modeled with Vector Quantization to compress the size of data to be processed and to assist identification. |
| first_indexed | 2025-11-14T14:49:30Z |
| format | Proceeding Paper |
| id | iium-14165 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T14:49:30Z |
| publishDate | 2008 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-141652012-05-23T01:27:08Z http://irep.iium.edu.my/14165/ Educational project on a simple voice identification using mel-frequency cepstrum coefficients and vector quantization Akmeliawati, Rini Widhiputranto, H. K. TK Electrical engineering. Electronics Nuclear engineering Voice identification is a task of identifying a person based on the content of information in one’s voice signal which distinguishes his/hers from voices of other people. This paper presents an educational project on a simple voice identification system, which uses two parameters of voice features: the fundamental frequency or pitch and the vocal tract information represented by Mel-Frequency Cepstrum Coefficients (MFCC). The estimation fundamental frequency is performed with Harmonic Product Spectrum (HPS) algorithm, whilst MFCC is calculated using Discrete Cosine Transform, then, is modeled with Vector Quantization to compress the size of data to be processed and to assist identification. 2008 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/14165/1/paper794.pdf Akmeliawati, Rini and Widhiputranto, H. K. (2008) Educational project on a simple voice identification using mel-frequency cepstrum coefficients and vector quantization. In: International Conference on Mechatronics (ICOM'08), 18-20 December 2008, Kuala Lumpur, Malaysia. |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Akmeliawati, Rini Widhiputranto, H. K. Educational project on a simple voice identification using mel-frequency cepstrum coefficients and vector quantization |
| title | Educational project on a simple voice identification using mel-frequency cepstrum coefficients and vector quantization |
| title_full | Educational project on a simple voice identification using mel-frequency cepstrum coefficients and vector quantization |
| title_fullStr | Educational project on a simple voice identification using mel-frequency cepstrum coefficients and vector quantization |
| title_full_unstemmed | Educational project on a simple voice identification using mel-frequency cepstrum coefficients and vector quantization |
| title_short | Educational project on a simple voice identification using mel-frequency cepstrum coefficients and vector quantization |
| title_sort | educational project on a simple voice identification using mel-frequency cepstrum coefficients and vector quantization |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://irep.iium.edu.my/14165/ http://irep.iium.edu.my/14165/1/paper794.pdf |