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

Ali Abd Almisreb, Nooritawati Md Tahir, Ahmad Farid Abidin, Norashidah Md Din

Research output: Contribution to journalArticle

Abstract

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.

Original languageEnglish
Pages (from-to)231-235
Number of pages5
JournalInternational Journal of Engineering and Technology(UAE)
Volume7
Issue number4
DOIs
Publication statusPublished - 01 Jan 2018

Fingerprint

Speech enhancement
Gabor filters
Wavelength
Processing
Noise

All Science Journal Classification (ASJC) codes

  • Biotechnology
  • Computer Science (miscellaneous)
  • Environmental Engineering
  • Chemical Engineering(all)
  • Engineering(all)
  • Hardware and Architecture

Cite this

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Speech enhancement based on 2D Gabor filters for Arabic phoneme spoken by Malay Speakers. / Almisreb, Ali Abd; Tahir, Nooritawati Md; Abidin, Ahmad Farid; Din, Norashidah Md.

In: International Journal of Engineering and Technology(UAE), Vol. 7, No. 4, 01.01.2018, p. 231-235.

Research output: Contribution to journalArticle

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