Analysis of two adjacent articulation Quranic letters based on MFCC and DTW

—Reciting al-Quran in the correct way is an obligatory duty for Muslims, and therefore learning al-Quran is a continuous education until the correct recitation is achieved. It is important to learn Tajweed rules to master the recitation of Quranic verses. Moreover, mastering the pronunciation of Ara...

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Main Authors:	Altalmas, Tareq, M., Sediono, Wahju, Nik Hashim, Nik Nur Wahidah, Ahmad, Salmiah, Khairuddin, Safiah
Format:	Conference or Workshop Item
Language:	English English
Published:	IEEE Explore 2018
Subjects:	TK7885 Computer engineering
Online Access:	http://irep.iium.edu.my/68969/ http://irep.iium.edu.my/68969/ http://irep.iium.edu.my/68969/ http://irep.iium.edu.my/68969/1/68969_Analysis%20of%20two%20adjacent%20articulation.pdf http://irep.iium.edu.my/68969/7/68969_Analysis%20of%20two%20adjacent%20articulation%20Quranic%20letters_scopus.pdf

id	iium-68969
recordtype	eprints
spelling	iium-689692019-02-13T11:11:13Z http://irep.iium.edu.my/68969/ Analysis of two adjacent articulation Quranic letters based on MFCC and DTW Altalmas, Tareq, M. Sediono, Wahju Nik Hashim, Nik Nur Wahidah Ahmad, Salmiah Khairuddin, Safiah TK7885 Computer engineering —Reciting al-Quran in the correct way is an obligatory duty for Muslims, and therefore learning al-Quran is a continuous education until the correct recitation is achieved. It is important to learn Tajweed rules to master the recitation of Quranic verses. Moreover, mastering the pronunciation of Arabic sounds is the first and key step to achieve accurate recitation of al-Quran. The rules were guided by the Islamic Scholars in fields related to al-Quran from their knowledge and experiences. Very limited researches were found in the perspective of sciences and engineering. In this paper two Quranic letters (ذ and ز) that are articulated from adjacent points of articulation were analyzed using Mel- frequency coefficient analysis. MFCCs matrices were calculated then compared using the dynamic time warping DTW technique to calculate the similarity matrices and find the similarity distance. Results show that letters from the same point of articulation have less similarity distance compared to the letters from different point of articulation. IEEE Explore 2018 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/68969/1/68969_Analysis%20of%20two%20adjacent%20articulation.pdf application/pdf en http://irep.iium.edu.my/68969/7/68969_Analysis%20of%20two%20adjacent%20articulation%20Quranic%20letters_scopus.pdf Altalmas, Tareq, M. and Sediono, Wahju and Nik Hashim, Nik Nur Wahidah and Ahmad, Salmiah and Khairuddin, Safiah (2018) Analysis of two adjacent articulation Quranic letters based on MFCC and DTW. In: 2018 7th International Conference on Computer and Communication Engineering (ICCCE), 19th-20th September 2018, Kuala Lumpur. https://ieeexplore.ieee.org/document/8539291 10.1109/ICCCE.2018.8539291
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	TK7885 Computer engineering
spellingShingle	TK7885 Computer engineering Altalmas, Tareq, M. Sediono, Wahju Nik Hashim, Nik Nur Wahidah Ahmad, Salmiah Khairuddin, Safiah Analysis of two adjacent articulation Quranic letters based on MFCC and DTW
description	—Reciting al-Quran in the correct way is an obligatory duty for Muslims, and therefore learning al-Quran is a continuous education until the correct recitation is achieved. It is important to learn Tajweed rules to master the recitation of Quranic verses. Moreover, mastering the pronunciation of Arabic sounds is the first and key step to achieve accurate recitation of al-Quran. The rules were guided by the Islamic Scholars in fields related to al-Quran from their knowledge and experiences. Very limited researches were found in the perspective of sciences and engineering. In this paper two Quranic letters (ذ and ز) that are articulated from adjacent points of articulation were analyzed using Mel- frequency coefficient analysis. MFCCs matrices were calculated then compared using the dynamic time warping DTW technique to calculate the similarity matrices and find the similarity distance. Results show that letters from the same point of articulation have less similarity distance compared to the letters from different point of articulation.
format	Conference or Workshop Item
author	Altalmas, Tareq, M. Sediono, Wahju Nik Hashim, Nik Nur Wahidah Ahmad, Salmiah Khairuddin, Safiah
author_facet	Altalmas, Tareq, M. Sediono, Wahju Nik Hashim, Nik Nur Wahidah Ahmad, Salmiah Khairuddin, Safiah
author_sort	Altalmas, Tareq, M.
title	Analysis of two adjacent articulation Quranic letters based on MFCC and DTW
title_short	Analysis of two adjacent articulation Quranic letters based on MFCC and DTW
title_full	Analysis of two adjacent articulation Quranic letters based on MFCC and DTW
title_fullStr	Analysis of two adjacent articulation Quranic letters based on MFCC and DTW
title_full_unstemmed	Analysis of two adjacent articulation Quranic letters based on MFCC and DTW
title_sort	analysis of two adjacent articulation quranic letters based on mfcc and dtw
publisher	IEEE Explore
publishDate	2018
url	http://irep.iium.edu.my/68969/ http://irep.iium.edu.my/68969/ http://irep.iium.edu.my/68969/ http://irep.iium.edu.my/68969/1/68969_Analysis%20of%20two%20adjacent%20articulation.pdf http://irep.iium.edu.my/68969/7/68969_Analysis%20of%20two%20adjacent%20articulation%20Quranic%20letters_scopus.pdf
first_indexed	2023-09-18T21:37:52Z
last_indexed	2023-09-18T21:37:52Z
_version_	1777412942595096576

Analysis of two adjacent articulation Quranic letters based on MFCC and DTW

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