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Titlebook: Cross-Word Modeling for Arabic Speech Recognition; Dia AbuZeina,Moustafa Elshafei Book 2012 Dia AbuZeina 2012 Arabic linguistics.Arabic ph

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发表于 2025-3-21 18:18:23 | 显示全部楼层 |阅读模式
书目名称Cross-Word Modeling for Arabic Speech Recognition
编辑Dia AbuZeina,Moustafa Elshafei
视频video
概述Contents and results will be presented with help of an up-and-running ASR system.Examines Arabic phonology, using an HHM-based classifier.Uses phonological rules to overcome what is known as the cross
丛书名称SpringerBriefs in Speech Technology
图书封面Titlebook: Cross-Word Modeling for Arabic Speech Recognition;  Dia AbuZeina,Moustafa Elshafei Book 2012 Dia AbuZeina 2012 Arabic linguistics.Arabic ph
描述.Cross-Word Modeling for Arabic Speech Recognition. utilizes phonological rules in order to model the cross-word problem, a merging of adjacent words in speech caused by continuous speech, to enhance the performance of continuous speech recognition systems. The author aims to provide an understanding of the cross-word problem and how it can be avoided, specifically focusing on Arabic phonology using an HHM-based classifier.
出版日期Book 2012
关键词Arabic linguistics; Arabic phonological rules; Arabic phonology; Continuous speech recognition systems;
版次1
doihttps://doi.org/10.1007/978-1-4614-1213-7
isbn_softcover978-1-4614-1212-0
isbn_ebook978-1-4614-1213-7Series ISSN 2191-737X Series E-ISSN 2191-7388
issn_series 2191-737X
copyrightDia AbuZeina 2012
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发表于 2025-3-21 23:42:28 | 显示全部楼层
发表于 2025-3-22 01:22:38 | 显示全部楼层
Reconstructing Teachers of MathematicsThis chapter presents a brief overview of the evolution of Arabic speech recognition systems. It provides a literature survey of Arabic speech recognition systems and discusses some of the challenges of Arabic from the speech recognition point of view.
发表于 2025-3-22 08:39:21 | 显示全部楼层
发表于 2025-3-22 12:48:20 | 显示全部楼层
Reconstructing Teachers of MathematicsThis chapter discusses some Arabic phonological rules that can be used to capture the variations occurring at words’ junctures. The rules include Idgham, Iqlaab, Hamzat Al-Wasl, and merging of two consecutive unvoweled letters. Then, an algorithm to model this problem is provided.
发表于 2025-3-22 14:40:19 | 显示全部楼层
Wetlands: A Multidisciplinary PerspectiveThis chapter presents the results achieved by modeling cross-word pronunciation variation problem of MSA. We practically investigated two MSA phonological rules (Idgham and Iqlaab) which significantly enhanced recognition accuracy. Three ASR’s metrics were measured: word error rate (WER), out of vocabulary (OOV), and perplexity (PP).
发表于 2025-3-22 18:07:29 | 显示全部楼层
Arabic Speech Recognition Systems,This chapter presents a brief overview of the evolution of Arabic speech recognition systems. It provides a literature survey of Arabic speech recognition systems and discusses some of the challenges of Arabic from the speech recognition point of view.
发表于 2025-3-22 22:10:29 | 显示全部楼层
Cross-Word Pronunciation Variations,This chapter presents the cross-word problem of the Arabic language. It also includes the main sources of this problem: Idgham (merging), Iqlaab (changing), Hamzat Al-Wasl deleting, and merging of two consecutive unvoweled letters. Illustrative examples of the cross-word problem are also provided.
发表于 2025-3-23 04:51:54 | 显示全部楼层
Modeling of Arabic Cross-Word Pronunciation Variations,This chapter discusses some Arabic phonological rules that can be used to capture the variations occurring at words’ junctures. The rules include Idgham, Iqlaab, Hamzat Al-Wasl, and merging of two consecutive unvoweled letters. Then, an algorithm to model this problem is provided.
发表于 2025-3-23 06:30:26 | 显示全部楼层
Performance and Evaluation,This chapter presents the results achieved by modeling cross-word pronunciation variation problem of MSA. We practically investigated two MSA phonological rules (Idgham and Iqlaab) which significantly enhanced recognition accuracy. Three ASR’s metrics were measured: word error rate (WER), out of vocabulary (OOV), and perplexity (PP).
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