Classification of the correct Quranic letters pronunciation of male and female reciters

Recitation of the Holy Quran with the correct Tajweed is essential for every Muslim. Islam has encouraged Quranic education since early age as the recitation of the Quran correctly will represent the correct meaning of the words of Allah. It is important to recite the Quranic verses according to its...

Full description

Bibliographic Details
Main Authors:	Khairuddin, Safiah, Ahmad, Salmiah, Embong, Abd Halim, Nik Hashim, Nik Nur Wahidah, Altamas, Tareq M.K., Syd Badaruddin, Syarifah Nuratikah, Hassan, Surul Shahbudin
Format:	Conference or Workshop Item
Language:	English English
Published:	IOP Publishing 2017
Subjects:	BP134 Qur'an T Technology (General)
Online Access:	http://irep.iium.edu.my/61224/ http://irep.iium.edu.my/61224/ http://irep.iium.edu.my/61224/ http://irep.iium.edu.my/61224/12/61224-Classification%20of%20the%20Correct%20Quranic%20Letters.pdf http://irep.iium.edu.my/61224/13/61224-Classification%20of%20the%20Correct%20Quranic%20Letters-SCOPUS.pdf

id	iium-61224
recordtype	eprints
spelling	iium-612242019-04-22T08:41:05Z http://irep.iium.edu.my/61224/ Classification of the correct Quranic letters pronunciation of male and female reciters Khairuddin, Safiah Ahmad, Salmiah Embong, Abd Halim Nik Hashim, Nik Nur Wahidah Altamas, Tareq M.K. Syd Badaruddin, Syarifah Nuratikah Hassan, Surul Shahbudin BP134 Qur'an T Technology (General) Recitation of the Holy Quran with the correct Tajweed is essential for every Muslim. Islam has encouraged Quranic education since early age as the recitation of the Quran correctly will represent the correct meaning of the words of Allah. It is important to recite the Quranic verses according to its characteristics (sifaat) and from its point of articulations (makhraj). This paper presents the identification and classification analysis of Quranic letters pronunciation for both male and female reciters, to obtain the unique representation of each letter by male as compared to female expert reciters. Linear Discriminant Analysis (LDA) was used as the classifier to classify the data with Formants and Power Spectral Density (PSD) as the acoustic features. The result shows that linear classifier of PSD with band 1 and band 2 power spectral combinations gives a high percentage of classification accuracy for most of the Quranic letters. It is also shown that the pronunciation by male reciters gives better result in the classification of the Quranic letters. IOP Publishing 2017-11-07 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/61224/12/61224-Classification%20of%20the%20Correct%20Quranic%20Letters.pdf application/pdf en http://irep.iium.edu.my/61224/13/61224-Classification%20of%20the%20Correct%20Quranic%20Letters-SCOPUS.pdf Khairuddin, Safiah and Ahmad, Salmiah and Embong, Abd Halim and Nik Hashim, Nik Nur Wahidah and Altamas, Tareq M.K. and Syd Badaruddin, Syarifah Nuratikah and Hassan, Surul Shahbudin (2017) Classification of the correct Quranic letters pronunciation of male and female reciters. In: 6th International Conference on Mechatronics (ICOM'17), 8th–9th August 2017, Kuala Lumpur, Malaysia. http://iopscience.iop.org/article/10.1088/1757-899X/260/1/012004/pdf 10.1088/1757-899X/260/1/012004
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	BP134 Qur'an T Technology (General)
spellingShingle	BP134 Qur'an T Technology (General) Khairuddin, Safiah Ahmad, Salmiah Embong, Abd Halim Nik Hashim, Nik Nur Wahidah Altamas, Tareq M.K. Syd Badaruddin, Syarifah Nuratikah Hassan, Surul Shahbudin Classification of the correct Quranic letters pronunciation of male and female reciters
description	Recitation of the Holy Quran with the correct Tajweed is essential for every Muslim. Islam has encouraged Quranic education since early age as the recitation of the Quran correctly will represent the correct meaning of the words of Allah. It is important to recite the Quranic verses according to its characteristics (sifaat) and from its point of articulations (makhraj). This paper presents the identification and classification analysis of Quranic letters pronunciation for both male and female reciters, to obtain the unique representation of each letter by male as compared to female expert reciters. Linear Discriminant Analysis (LDA) was used as the classifier to classify the data with Formants and Power Spectral Density (PSD) as the acoustic features. The result shows that linear classifier of PSD with band 1 and band 2 power spectral combinations gives a high percentage of classification accuracy for most of the Quranic letters. It is also shown that the pronunciation by male reciters gives better result in the classification of the Quranic letters.
format	Conference or Workshop Item
author	Khairuddin, Safiah Ahmad, Salmiah Embong, Abd Halim Nik Hashim, Nik Nur Wahidah Altamas, Tareq M.K. Syd Badaruddin, Syarifah Nuratikah Hassan, Surul Shahbudin
author_facet	Khairuddin, Safiah Ahmad, Salmiah Embong, Abd Halim Nik Hashim, Nik Nur Wahidah Altamas, Tareq M.K. Syd Badaruddin, Syarifah Nuratikah Hassan, Surul Shahbudin
author_sort	Khairuddin, Safiah
title	Classification of the correct Quranic letters pronunciation of male and female reciters
title_short	Classification of the correct Quranic letters pronunciation of male and female reciters
title_full	Classification of the correct Quranic letters pronunciation of male and female reciters
title_fullStr	Classification of the correct Quranic letters pronunciation of male and female reciters
title_full_unstemmed	Classification of the correct Quranic letters pronunciation of male and female reciters
title_sort	classification of the correct quranic letters pronunciation of male and female reciters
publisher	IOP Publishing
publishDate	2017
url	http://irep.iium.edu.my/61224/ http://irep.iium.edu.my/61224/ http://irep.iium.edu.my/61224/ http://irep.iium.edu.my/61224/12/61224-Classification%20of%20the%20Correct%20Quranic%20Letters.pdf http://irep.iium.edu.my/61224/13/61224-Classification%20of%20the%20Correct%20Quranic%20Letters-SCOPUS.pdf
first_indexed	2023-09-18T21:26:50Z
last_indexed	2023-09-18T21:26:50Z
_version_	1777412247612555264

Classification of the correct Quranic letters pronunciation of male and female reciters

Similar Items