V2S: Voice to Sign Language Translation System for Malaysian Deaf People
The process of learning and understand the sign language may be cumbersome to some, and therefore, this paper proposes a solution to this problem by providing a voice (English Language) to sign language translation system using Speech and Image processing technique. Speech processing which includes...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2009
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| Subjects: | |
| Online Access: | http://scholars.utp.edu.my/id/eprint/1175/ http://scholars.utp.edu.my/id/eprint/1175/1/Demo_paper.pdf |
| _version_ | 1848659082157752320 |
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| author | Foong, Oi Mean Low , Tan Jung La, Wai Wan |
| author_facet | Foong, Oi Mean Low , Tan Jung La, Wai Wan |
| author_sort | Foong, Oi Mean |
| building | UTP Institutional Repository |
| collection | Online Access |
| description | The process of learning and understand the sign language may be cumbersome to some, and therefore, this paper proposes a solution to this problem by providing a voice (English Language) to sign language translation system using Speech and Image processing technique. Speech processing which includes Speech Recognition is the study of recognizing the words being spoken, regardless of whom the speaker is. This project uses template-based recognition as the main approach in which the V2S system first needs to be trained with speech pattern based on some generic spectral parameter set. These spectral parameter set will then be stored as template in a database. The system will perform the recognition process through matching the parameter set of the input speech with the stored templates to finally display the sign language in video format. Empirical results show that the system has 80.3% recognition rate. |
| first_indexed | 2025-11-13T07:24:46Z |
| format | Conference or Workshop Item |
| id | oai:scholars.utp.edu.my:1175 |
| institution | Universiti Teknologi Petronas |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-13T07:24:46Z |
| publishDate | 2009 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:scholars.utp.edu.my:11752017-01-19T08:25:40Z http://scholars.utp.edu.my/id/eprint/1175/ V2S: Voice to Sign Language Translation System for Malaysian Deaf People Foong, Oi Mean Low , Tan Jung La, Wai Wan QA75 Electronic computers. Computer science The process of learning and understand the sign language may be cumbersome to some, and therefore, this paper proposes a solution to this problem by providing a voice (English Language) to sign language translation system using Speech and Image processing technique. Speech processing which includes Speech Recognition is the study of recognizing the words being spoken, regardless of whom the speaker is. This project uses template-based recognition as the main approach in which the V2S system first needs to be trained with speech pattern based on some generic spectral parameter set. These spectral parameter set will then be stored as template in a database. The system will perform the recognition process through matching the parameter set of the input speech with the stored templates to finally display the sign language in video format. Empirical results show that the system has 80.3% recognition rate. 2009 Conference or Workshop Item PeerReviewed application/pdf en http://scholars.utp.edu.my/id/eprint/1175/1/Demo_paper.pdf Foong, Oi Mean and Low , Tan Jung and La, Wai Wan (2009) V2S: Voice to Sign Language Translation System for Malaysian Deaf People. In: 1st International Visual Informatics Conference (IVIC 2009), 11-13 November 2009, Kuala Lumpur, Malaysia. http://www.scopus.com/record/display.url?eid=2-s2.0-76549106376&origin=resultslist&sort=plf-f&src=s&st1=V2S%3a+Voice++to+sign&sid=pWeE0MjqDfwTmEHoigwOF2G%3a30&sot=b&sdt=b&sl=34&s=TITLE-ABS-KEY(V2S%3a+Voice++to+sign)&relpos=0&relpos=0 |
| spellingShingle | QA75 Electronic computers. Computer science Foong, Oi Mean Low , Tan Jung La, Wai Wan V2S: Voice to Sign Language Translation System for Malaysian Deaf People |
| title | V2S: Voice to Sign Language Translation System for Malaysian Deaf People |
| title_full | V2S: Voice to Sign Language Translation System for Malaysian Deaf People |
| title_fullStr | V2S: Voice to Sign Language Translation System for Malaysian Deaf People |
| title_full_unstemmed | V2S: Voice to Sign Language Translation System for Malaysian Deaf People |
| title_short | V2S: Voice to Sign Language Translation System for Malaysian Deaf People |
| title_sort | v2s: voice to sign language translation system for malaysian deaf people |
| topic | QA75 Electronic computers. Computer science |
| url | http://scholars.utp.edu.my/id/eprint/1175/ http://scholars.utp.edu.my/id/eprint/1175/ http://scholars.utp.edu.my/id/eprint/1175/1/Demo_paper.pdf |