A new system for Arabic recitation using speech recognition and Jaro Winkler algorithm
Joint Authors
Marie Sainte, Suad Larabi
al-Namlah, Batul S.
al-Qasim, Nurah F.
al-Shathri, Sara Y.
Source
Issue
Vol. 49, Issue 1 (31 Jan. 2022), pp.1-19, 19 p.
Publisher
Kuwait University Academic Publication Council
Publication Date
2022-01-31
Country of Publication
Kuwait
No. of Pages
19
Main Subjects
Information Technology and Computer Science
Abstract EN
Automated recitation plays an important role in improving self-learning.
There is a limited number of applications for Arabic automated recitation focusing only on Holy Qur’an.
This article proposed a new system (Samee’a – سميع ) to facilitate memorizing any kind of text such that poem, speeches and many more.
Samee’a system is based on Google Cloud Speech Recognition API and Jaro Winkler Distance algorithm that determines the similarity between the original and recited text.
The system has been tested on over 70 files ranging between 12 to 400 words.
The average similarity achieved 85.6%.
To validate the obtained results, a comparison study was successfully performed on some chapters of the Holy Qur’an.
Also, the user experience testing was carried out by 10 users of different ages (between 5 and 50-year-old) using small texts and some chapters of Holy Qur’an.
The proposed system proved its efficiency.
American Psychological Association (APA)
Marie Sainte, Suad Larabi& al-Namlah, Batul S.& al-Qasim, Nurah F.& al-Shathri, Sara Y.. 2022. A new system for Arabic recitation using speech recognition and Jaro Winkler algorithm. Kuwait Journal of Science،Vol. 49, no. 1, pp.1-19.
https://search.emarefa.net/detail/BIM-1500153
Modern Language Association (MLA)
Marie Sainte, Suad Larabi…[et al.]. A new system for Arabic recitation using speech recognition and Jaro Winkler algorithm. Kuwait Journal of Science Vol. 49, no. 1 (Jan. 2022), pp.1-19.
https://search.emarefa.net/detail/BIM-1500153
American Medical Association (AMA)
Marie Sainte, Suad Larabi& al-Namlah, Batul S.& al-Qasim, Nurah F.& al-Shathri, Sara Y.. A new system for Arabic recitation using speech recognition and Jaro Winkler algorithm. Kuwait Journal of Science. 2022. Vol. 49, no. 1, pp.1-19.
https://search.emarefa.net/detail/BIM-1500153
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 17-19
Record ID
BIM-1500153