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...
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| Format: | Book Section |
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Springer Verlag Berlin Heidelberg
2009
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| Online Access: | http://scholars.utp.edu.my/id/eprint/1186/ |
| _version_ | 1848659083274485760 |
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| author | Foong, Oi Mean |
| author_facet | Foong, Oi Mean |
| 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 | 2025-11-13T07:24:47Z |
| format | Book Section |
| id | oai:scholars.utp.edu.my:1186 |
| institution | Universiti Teknologi Petronas |
| institution_category | Local University |
| last_indexed | 2025-11-13T07:24:47Z |
| publishDate | 2009 |
| publisher | Springer Verlag Berlin Heidelberg |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:scholars.utp.edu.my:11862010-04-29T06:22:34Z http://scholars.utp.edu.my/id/eprint/1186/ V2S: Voice to Sign Language Translation System for Malaysian Deaf People Foong, Oi Mean Z665 Library Science. Information 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. Springer Verlag Berlin Heidelberg 2009-11 Book Section PeerReviewed Foong, Oi Mean (2009) V2S: Voice to Sign Language Translation System for Malaysian Deaf People. In: Visual Informatics: Bridging Research and Practice. Lecture Notes in Computer Science, LNCS 5857/2009 . Springer Verlag Berlin Heidelberg, pp. 868-876. ISBN 978-3-642-05035-0 http://www.springerlink.com/content/v84wq50001u4n813/ 10.1007/978-3-642-05036-7 10.1007/978-3-642-05036-7 10.1007/978-3-642-05036-7 |
| spellingShingle | Z665 Library Science. Information Science Foong, Oi Mean 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 | Z665 Library Science. Information Science |
| url | http://scholars.utp.edu.my/id/eprint/1186/ http://scholars.utp.edu.my/id/eprint/1186/ http://scholars.utp.edu.my/id/eprint/1186/ |