Development of high quality speech compression system for Quranic recitation based on modified CELP algorithm
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 favorab...
| Автори: | , |
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| Формат: | Proceeding Paper |
| Мова: | English |
| Опубліковано: |
2013
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| Предмети: | |
| Онлайн доступ: | http://irep.iium.edu.my/34952/1/Gunawan_Quran_Coding.pdf |
| _version_ | 1825647826521030656 |
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| author | Gunawan, Teddy Surya Kartiwi, Mira |
| author_facet | Gunawan, Teddy Surya Kartiwi, Mira |
| author_sort | Gunawan, Teddy Surya |
| collection | IIUM |
| description | 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. |
| first_indexed | 2024-03-05T23:23:19Z |
| format | Proceeding Paper |
| id | oai:generic.eprints.org:34952 |
| institution | International Islamic University Malaysia |
| language | English |
| last_indexed | 2024-03-05T23:23:19Z |
| publishDate | 2013 |
| record_format | dspace |
| spelling | oai:generic.eprints.org:349522016-05-12T01:34:19Z http://irep.iium.edu.my/34952/ Development of high quality speech compression system for Quranic recitation based on modified CELP algorithm Gunawan, Teddy Surya Kartiwi, Mira TK Electrical engineering. Electronics Nuclear engineering 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. 2013-11-27 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/34952/1/Gunawan_Quran_Coding.pdf 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. http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6717969 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Gunawan, Teddy Surya Kartiwi, Mira Development of high quality speech compression system for Quranic recitation based on modified CELP algorithm |
| title | Development of high quality speech compression system for Quranic recitation based on modified CELP algorithm
|
| title_full | Development of high quality speech compression system for Quranic recitation based on modified CELP algorithm
|
| title_fullStr | Development of high quality speech compression system for Quranic recitation based on modified CELP algorithm
|
| title_full_unstemmed | Development of high quality speech compression system for Quranic recitation based on modified CELP algorithm
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| title_short | Development of high quality speech compression system for Quranic recitation based on modified CELP algorithm
|
| title_sort | development of high quality speech compression system for quranic recitation based on modified celp algorithm |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://irep.iium.edu.my/34952/1/Gunawan_Quran_Coding.pdf |
| work_keys_str_mv | AT gunawanteddysurya developmentofhighqualityspeechcompressionsystemforquranicrecitationbasedonmodifiedcelpalgorithm AT kartiwimira developmentofhighqualityspeechcompressionsystemforquranicrecitationbasedonmodifiedcelpalgorithm |