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Development of high quality speech compression system for Quranic recitation based on modified CELP algorithm

Gunawan, Teddy Surya and Kartiwi, Mira (2013) Development of high quality speech compression system for Quranic recitation based on modified CELP algorithm. In: Proceedings of IEEE International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA), 26-27 November 2013, Kuala Lumpur, Malaysia.

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Abstract

Currently, there are more than 500 Quranic recitations available freely on the internet. There is also a growing trends on the use of smart phone compare to traditional desktop PCs for accessing the internet. On such limited device, a high quality speech compression for Quranic recitation is favorable. In this paper, we developed a high quality speech compression for Quranic recitation by modifying Code Excited Linear Prediction (CELP) algorithm. First, the characteristics of the Quranic recitation of all surahs was evaluated in which it was found that the voiced speech is more dominant compare to unvoiced speech. Next, we optimize CELP algorithm based on previous findings by modifying the original stochastic codebook. Instead of random Gaussian signal, we trained the codebook using LBG algorithm for Surah Al-Fatihah, and used the trained codebook for the whole Quran. Lastly, we evaluate the performance of the developed algorithm objectively using PESQ (Perceptual Evaluation of Speech Quality). Results showed that our proposed algorithm performs better than the traditional CELP algorithm, in terms of PESQ score and processing time.

Item Type: Conference or Workshop Item (UNSPECIFIED)
Additional Information: 5588/34952 (ISBN: 978-1-4799-0842-4)
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Kulliyyahs/Centres/Divisions/Institutes: Kulliyyah of Engineering > Department of Electrical and Computer Engineering
Depositing User: Dr Teddy Surya Gunawan
Date Deposited: 27 Jan 2014 11:36
Last Modified: 12 May 2016 09:34
URI: http://irep.iium.edu.my/id/eprint/34952

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