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Speech enhancement based on 2D Gabor filters for Arabic phoneme spoken by Malay Speakers

In this paper, a speech enhancement method using 2D Gabor filter is proposed. The proposed filter is used to enhance Arabic phoneme speech signals that have been recorded under control environment namely indoor room recording. All the phoneme signals are spoken by Malay speakers and considered as no...

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Main Authors: Almisreb A.A., Tahir N.M., Abidin A.F., Din N.M.
Other Authors: 50460937600
Format: Article
Published: Science Publishing Corporation Inc 2023
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spelling my.uniten.dspace-241732023-05-29T14:56:24Z Speech enhancement based on 2D Gabor filters for Arabic phoneme spoken by Malay Speakers Almisreb A.A. Tahir N.M. Abidin A.F. Din N.M. 50460937600 56168849900 26666522700 9335429400 In this paper, a speech enhancement method using 2D Gabor filter is proposed. The proposed filter is used to enhance Arabic phoneme speech signals that have been recorded under control environment namely indoor room recording. All the phoneme signals are spoken by Malay speakers and considered as non-native Arabic speakers. Firstly, corrupted speech signals by noise must be enhanced before further processing. The effectiveness of the suggested approach is evaluated in compare with Wiener filter. It is proven that the proposed 2D Gabor filters performed appropriately for speech enhancement purpose at different wavelengths. � 2018 Authors. Final 2023-05-29T06:56:24Z 2023-05-29T06:56:24Z 2018 Article 10.14419/ijet.v7i4.11.20813 2-s2.0-85054400526 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85054400526&doi=10.14419%2fijet.v7i4.11.20813&partnerID=40&md5=309223c44bfe43fa3ee971255eae27f3 https://irepository.uniten.edu.my/handle/123456789/24173 7 4 231 235 All Open Access, Bronze Science Publishing Corporation Inc Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
description In this paper, a speech enhancement method using 2D Gabor filter is proposed. The proposed filter is used to enhance Arabic phoneme speech signals that have been recorded under control environment namely indoor room recording. All the phoneme signals are spoken by Malay speakers and considered as non-native Arabic speakers. Firstly, corrupted speech signals by noise must be enhanced before further processing. The effectiveness of the suggested approach is evaluated in compare with Wiener filter. It is proven that the proposed 2D Gabor filters performed appropriately for speech enhancement purpose at different wavelengths. � 2018 Authors.
author2 50460937600
author_facet 50460937600
Almisreb A.A.
Tahir N.M.
Abidin A.F.
Din N.M.
format Article
author Almisreb A.A.
Tahir N.M.
Abidin A.F.
Din N.M.
spellingShingle Almisreb A.A.
Tahir N.M.
Abidin A.F.
Din N.M.
Speech enhancement based on 2D Gabor filters for Arabic phoneme spoken by Malay Speakers
author_sort Almisreb A.A.
title Speech enhancement based on 2D Gabor filters for Arabic phoneme spoken by Malay Speakers
title_short Speech enhancement based on 2D Gabor filters for Arabic phoneme spoken by Malay Speakers
title_full Speech enhancement based on 2D Gabor filters for Arabic phoneme spoken by Malay Speakers
title_fullStr Speech enhancement based on 2D Gabor filters for Arabic phoneme spoken by Malay Speakers
title_full_unstemmed Speech enhancement based on 2D Gabor filters for Arabic phoneme spoken by Malay Speakers
title_sort speech enhancement based on 2d gabor filters for arabic phoneme spoken by malay speakers
publisher Science Publishing Corporation Inc
publishDate 2023
_version_ 1806426711455170560
score 13.18916

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