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Kadazandusun speech recognition: a case study

Currently, there is no existing system that provides common information and utilities for Kadazandusun’s speech recognition since Kadazandusun speech has different features that are not available in other languages. This paper presents a preliminary experiment using one of the famous feature extract...

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Main Authors: Samry @ Mohd Shamrie Sainin, Mohd Hanafie Haris
Format: Article
Language:English
English
Published: UniSE Press 2021
Subjects:
PL5051-5497 Malayan (Indonesian) languages
Online Access:https://eprints.ums.edu.my/id/eprint/33171/1/Kadazandusun%20speech%20recognition_%20a%20case%20study.pdf
https://eprints.ums.edu.my/id/eprint/33171/3/Kadazandusun%20speech%20recognition_%20a%20case%20study%20_ABSTRACT.pdf
https://eprints.ums.edu.my/id/eprint/33171/
http://tost.unise.org/pdfs/vol8/no3-3/ToST-CoFA2020-560-567-OA.pdf
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spelling my.ums.eprints.331712022-07-12T14:02:24Z https://eprints.ums.edu.my/id/eprint/33171/ Kadazandusun speech recognition: a case study Samry @ Mohd Shamrie Sainin Mohd Hanafie Haris PL5051-5497 Malayan (Indonesian) languages Currently, there is no existing system that provides common information and utilities for Kadazandusun’s speech recognition since Kadazandusun speech has different features that are not available in other languages. This paper presents a preliminary experiment using one of the famous feature extraction methods which is Linear Prediction Cepstral Coefficients (LPCC). Further investigation on the speech data is using several classifier algorithms to investigate the recognition rate of Kadazandusun words. There are 6 words of Kadazandusun collected as an individual speech to test the feature extraction and the classifiers. The objectives of this study are to investigate LPCC feature extraction and to propose a suitable classifier algorithm for Kadazandusun speech data. UniSE Press 2021 Article PeerReviewed text en https://eprints.ums.edu.my/id/eprint/33171/1/Kadazandusun%20speech%20recognition_%20a%20case%20study.pdf text en https://eprints.ums.edu.my/id/eprint/33171/3/Kadazandusun%20speech%20recognition_%20a%20case%20study%20_ABSTRACT.pdf Samry @ Mohd Shamrie Sainin and Mohd Hanafie Haris (2021) Kadazandusun speech recognition: a case study. Transactions on Science and Technology, 8 (3). pp. 560-567. ISSN 2289-8786 http://tost.unise.org/pdfs/vol8/no3-3/ToST-CoFA2020-560-567-OA.pdf
institution Universiti Malaysia Sabah
building UMS Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sabah
content_source UMS Institutional Repository
url_provider http://eprints.ums.edu.my/
language English
English
topic PL5051-5497 Malayan (Indonesian) languages
spellingShingle PL5051-5497 Malayan (Indonesian) languages
Samry @ Mohd Shamrie Sainin
Mohd Hanafie Haris
Kadazandusun speech recognition: a case study
description Currently, there is no existing system that provides common information and utilities for Kadazandusun’s speech recognition since Kadazandusun speech has different features that are not available in other languages. This paper presents a preliminary experiment using one of the famous feature extraction methods which is Linear Prediction Cepstral Coefficients (LPCC). Further investigation on the speech data is using several classifier algorithms to investigate the recognition rate of Kadazandusun words. There are 6 words of Kadazandusun collected as an individual speech to test the feature extraction and the classifiers. The objectives of this study are to investigate LPCC feature extraction and to propose a suitable classifier algorithm for Kadazandusun speech data.
format Article
author Samry @ Mohd Shamrie Sainin
Mohd Hanafie Haris
author_facet Samry @ Mohd Shamrie Sainin
Mohd Hanafie Haris
author_sort Samry @ Mohd Shamrie Sainin
title Kadazandusun speech recognition: a case study
title_short Kadazandusun speech recognition: a case study
title_full Kadazandusun speech recognition: a case study
title_fullStr Kadazandusun speech recognition: a case study
title_full_unstemmed Kadazandusun speech recognition: a case study
title_sort kadazandusun speech recognition: a case study
publisher UniSE Press
publishDate 2021
url https://eprints.ums.edu.my/id/eprint/33171/1/Kadazandusun%20speech%20recognition_%20a%20case%20study.pdf
https://eprints.ums.edu.my/id/eprint/33171/3/Kadazandusun%20speech%20recognition_%20a%20case%20study%20_ABSTRACT.pdf
https://eprints.ums.edu.my/id/eprint/33171/
http://tost.unise.org/pdfs/vol8/no3-3/ToST-CoFA2020-560-567-OA.pdf
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score 13.211869

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