Novel Techniques for Dialectal Arabic Speech Recognition PDF Download
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Author:
Publisher: Springer
ISBN: 9781461419075
Category :
Languages : en
Pages : 134
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Book Description
Author:
Publisher: Springer
ISBN: 9781461419075
Category :
Languages : en
Pages : 134
Get Book Here
Book Description
Author: Mohamed Elmahdy
Publisher: Springer Science & Business Media
ISBN: 1461419069
Category : Technology & Engineering
Languages : en
Pages : 120
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Book Description
Novel Techniques for Dialectal Arabic Speech describes approaches to improve automatic speech recognition for dialectal Arabic. Since speech resources for dialectal Arabic speech recognition are very sparse, the authors describe how existing Modern Standard Arabic (MSA) speech data can be applied to dialectal Arabic speech recognition, while assuming that MSA is always a second language for all Arabic speakers. In this book, Egyptian Colloquial Arabic (ECA) has been chosen as a typical Arabic dialect. ECA is the first ranked Arabic dialect in terms of number of speakers, and a high quality ECA speech corpus with accurate phonetic transcription has been collected. MSA acoustic models were trained using news broadcast speech. In order to cross-lingually use MSA in dialectal Arabic speech recognition, the authors have normalized the phoneme sets for MSA and ECA. After this normalization, they have applied state-of-the-art acoustic model adaptation techniques like Maximum Likelihood Linear Regression (MLLR) and Maximum A-Posteriori (MAP) to adapt existing phonemic MSA acoustic models with a small amount of dialectal ECA speech data. Speech recognition results indicate a significant increase in recognition accuracy compared to a baseline model trained with only ECA data.
Author: Neamat El Gayar
Publisher: World Scientific
ISBN: 9813229403
Category : Computers
Languages : en
Pages : 286
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Book Description
This book encompasses a collection of topics covering recent advances that are important to the Arabic language in areas of natural language processing, speech and image analysis. This book presents state-of-the-art reviews and fundamentals as well as applications and recent innovations.The book chapters by top researchers present basic concepts and challenges for the Arabic language in linguistic processing, handwritten recognition, document analysis, text classification and speech processing. In addition, it reports on selected applications in sentiment analysis, annotation, text summarization, speech and font analysis, word recognition and spotting and question answering.Moreover, it highlights and introduces some novel applications in vital areas for the Arabic language. The book is therefore a useful resource for young researchers who are interested in the Arabic language and are still developing their fundamentals and skills in this area. It is also interesting for scientists who wish to keep track of the most recent research directions and advances in this area.
Author: Abdelmonaime Lachkar
Publisher: Springer
ISBN: 3319735004
Category : Computers
Languages : en
Pages : 265
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Book Description
This book constitutes revised selected papers from the 6th International Conference on Arabic Language Processing, ICALP 2017, held in Fez, Morocco, in October 2017. The 18 full papers presented in this volume were carefully reviewed and selected from 55 submissions. They were organized in topical sections named: machine translation systems; speech recognition and synthesis; text categorization, clustering and summarization; information retrieval systems; and Arabic NLP tools and applications.
Author: Celestine Iwendi
Publisher: Frontiers Media SA
ISBN: 2832515754
Category : Medical
Languages : en
Pages : 1365
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Book Description
Author: Andrey Ronzhin
Publisher: Springer
ISBN: 3319439588
Category : Computers
Languages : en
Pages : 747
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Book Description
This book constitutes the proceedings of the 18th International Conference on Speech and Computer, SPECOM 2016, held in Budapest, Hungary, in August 2016. The 85 papers presented in this volume were carefully reviewed and selected from 154 submissions.
Author: Dia AbuZeina
Publisher: Springer Science & Business Media
ISBN: 1461412137
Category : Technology & Engineering
Languages : en
Pages : 82
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Book Description
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.
Author: Fatih Pinarbași
Publisher:
ISBN: 9781799842408
Category : Computational linguistics
Languages : en
Pages :
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Book Description
"This book explores the theoretical and practical phenomenon of natural language processing through different languages and platforms in terms of today's conditions"--
Author: Gabriele Meiselwitz
Publisher: Springer
ISBN: 303021902X
Category : Computers
Languages : en
Pages : 601
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Book Description
This two-volume set LNCS 11578 and 11579 constitutes the refereed proceedings of the 11th International Conference on Social Computing and Social Media, SCSM 2019, held in July 2019 as part of HCI International 2019 in Orlando, FL, USA. HCII 2019 received a total of 5029 submissions, of which 1275 papers and 209 posters were accepted for publication after a careful reviewing process. The 81 papers presented in these two volumes are organized in topical sections named: Social Media Design and Development, Human Behaviour in Social Media, Social Network Analysis, Community Engagement and Social Participation, Computer Mediated Communication, Healthcare Communities, Social Media in Education, Digital Marketing and Consumer Experience.
Author: Khalid Al Marri
Publisher: Springer Nature
ISBN: 303156121X
Category :
Languages : en
Pages : 524
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Book Description
