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...
| Main Authors: | , , , , |
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| Format: | Proceeding Paper |
| Language: | English English |
| Published: |
IEEE Explore
2018
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| Subjects: | |
| Online Access: | 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 |
| _version_ | 1848787033462407168 |
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| 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. |
| building | IIUM Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-14T17:18:30Z |
| format | Proceeding Paper |
| id | iium-68969 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T17:18:30Z |
| publishDate | 2018 |
| publisher | IEEE Explore |
| recordtype | eprints |
| repository_type | Digital Repository |
| 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 Proceeding Paper 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 |
| 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 |
| title | 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_short | 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 |
| topic | TK7885 Computer engineering |
| 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 |