Cross-Word Modeling for Arabic Speech Recognition

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Springer Science & Business Media, Nov 25, 2011 - Technology & Engineering - 74 pages
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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.
 

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Contents

An Overview of Speech Recognition Systems
1
Arabic Speech Recognition Systems
17
The Baseline System
25
CrossWord Pronunciation Variations
34
Modeling of Arabic CrossWord Pronunciation Variations
47
Performance and Evaluation
59
Closing Remarks
69
Appendix Arabic Terminologies
71
Index
73
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