Isolated Iqlab checking rules based on speech recognition system

Yousfi, Bilal and Zeki, Akram M. and Haji, Aminah (2017) Isolated Iqlab checking rules based on speech recognition system. In: 2017 8th International Conference on Information Technology (ICIT), 17th-18th May 2017, Amman, Jourdan.

	PDF - Published Version Restricted to Repository staff only Download (872kB) | Request a copy
	PDF (SCOPUS) - Supplemental Material Restricted to Repository staff only Download (461kB) | Request a copy

Abstract

The act of learning and teaching of the Qur’an is the most important science for Muslim. The teacher and learner in this area they should have the provisions of tajweed rules when reading the Qur’an. There are numerous efforts made by previous systems on the development of feasible guiding techniques to the act of Tajweed. However, liking the major control variables of the practices of Tajweed in those approaches were neglected. As a way to fill this gap. This research will present a speech recognition system to recognize and identify the rules of Iqlab (Ώϼϗϻ΍). The proposed system will be capable of recognizing, identify and point out the mismatch of the iqlab rules for the verses contains the rules which made by the expert teachers stored in a database. In addition, in this research will use Mel-Frequency Cepstral Coefficient (MFCC) and Hidden Markov Models (HMM) as feature extraction and feature classification respectively.

Item Type:	Conference or Workshop Item (Plenary Papers)
Additional Information:	6153/62891
Uncontrolled Keywords:	component; Iqlab; Tajweed; Sound, MelFrequency; Hidden Markov Models
Subjects:	T Technology > T Technology (General)
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Information and Communication Technology Kulliyyah of Information and Communication Technology
Depositing User:	Akram M Zeki
Date Deposited:	21 Mar 2018 11:52
Last Modified:	26 Jun 2018 11:43
URI:	http://irep.iium.edu.my/id/eprint/62891

Actions (login required)

View Item