Novel Techniques for Dialectal Arabic Speech Recognition

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Publisher : Springer
ISBN 13 : 9781461419075
Total Pages : 134 pages
Book Rating : 4.4/5 (19 download)

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Book Synopsis Novel Techniques for Dialectal Arabic Speech Recognition by :

Download or read book Novel Techniques for Dialectal Arabic Speech Recognition written by and published by Springer. This book was released on 2012-02-11 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Novel Techniques for Dialectal Arabic Speech Recognition

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1461419069
Total Pages : 110 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Novel Techniques for Dialectal Arabic Speech Recognition by : Mohamed Elmahdy

Download or read book Novel Techniques for Dialectal Arabic Speech Recognition written by Mohamed Elmahdy and published by Springer Science & Business Media. This book was released on 2012-02-10 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Automatic Speech Recognition for Dialectal Arabic

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Publisher :
ISBN 13 :
Total Pages : 137 pages
Book Rating : 4.:/5 (8 download)

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Book Synopsis Automatic Speech Recognition for Dialectal Arabic by : Mohamed Ahmed Elmahdy

Download or read book Automatic Speech Recognition for Dialectal Arabic written by Mohamed Ahmed Elmahdy and published by . This book was released on 2011 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computational Linguistics, Speech And Image Processing For Arabic Language

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Publisher : World Scientific
ISBN 13 : 9813229403
Total Pages : 288 pages
Book Rating : 4.8/5 (132 download)

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Book Synopsis Computational Linguistics, Speech And Image Processing For Arabic Language by : Neamat El Gayar

Download or read book Computational Linguistics, Speech And Image Processing For Arabic Language written by Neamat El Gayar and published by World Scientific. This book was released on 2018-09-18 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Cross-Word Modeling for Arabic Speech Recognition

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Publisher : Springer Science & Business Media
ISBN 13 : 9781461412137
Total Pages : 74 pages
Book Rating : 4.4/5 (121 download)

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Book Synopsis Cross-Word Modeling for Arabic Speech Recognition by : Dia AbuZeina

Download or read book Cross-Word Modeling for Arabic Speech Recognition written by Dia AbuZeina and published by Springer Science & Business Media. This book was released on 2011-11-25 with total page 74 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Arabic Language Processing: From Theory to Practice

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Author :
Publisher : Springer
ISBN 13 : 3319735004
Total Pages : 259 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Arabic Language Processing: From Theory to Practice by : Abdelmonaime Lachkar

Download or read book Arabic Language Processing: From Theory to Practice written by Abdelmonaime Lachkar and published by Springer. This book was released on 2018-01-02 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Big data analytics for smart healthcare applications

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Publisher : Frontiers Media SA
ISBN 13 : 2832515754
Total Pages : 1365 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Big data analytics for smart healthcare applications by : Celestine Iwendi

Download or read book Big data analytics for smart healthcare applications written by Celestine Iwendi and published by Frontiers Media SA. This book was released on 2023-04-17 with total page 1365 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Speech and Computer

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Publisher : Springer
ISBN 13 : 3319439588
Total Pages : 731 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Speech and Computer by : Andrey Ronzhin

Download or read book Speech and Computer written by Andrey Ronzhin and published by Springer. This book was released on 2016-08-15 with total page 731 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Introduction to Arabic Natural Language Processing

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Publisher : Morgan & Claypool Publishers
ISBN 13 : 1598297961
Total Pages : 185 pages
Book Rating : 4.5/5 (982 download)

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Book Synopsis Introduction to Arabic Natural Language Processing by : Nizar Y. Habash

Download or read book Introduction to Arabic Natural Language Processing written by Nizar Y. Habash and published by Morgan & Claypool Publishers. This book was released on 2010-10-10 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides system developers and researchers in natural language processing and computational linguistics with the necessary background information for working with the Arabic language. The goal is to introduce Arabic linguistic phenomena and review the state-of-the-art in Arabic processing. The book discusses Arabic script, phonology, orthography, morphology, syntax and semantics, with a final chapter on machine translation issues. The chapter sizes correspond more or less to what is linguistically distinctive about Arabic, with morphology getting the lion's share, followed by Arabic script. No previous knowledge of Arabic is needed. This book is designed for computer scientists and linguists alike. The focus of the book is on Modern Standard Arabic; however, notes on practical issues related to Arabic dialects and languages written in the Arabic script are presented in different chapters. Table of Contents: What is "Arabic"? / Arabic Script / Arabic Phonology and Orthography / Arabic Morphology / Computational Morphology Tasks / Arabic Syntax / A Note on Arabic Semantics / A Note on Arabic and Machine Translation

Conversational Languages

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Author :
Publisher : Yatir Nitzany
ISBN 13 :
Total Pages : 302 pages
Book Rating : 4.:/5 (661 download)

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Book Synopsis Conversational Languages by : Yatir Nitzany

Download or read book Conversational Languages written by Yatir Nitzany and published by Yatir Nitzany. This book was released on 2019-10-26 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: THIS BOOK DOESN'T CONTAIN ANY LETTERS IN FOREIGN ALPHABET! ALL WORDS IN THIS BOOK WERE WRITTEN IN ENGLISH-TRANSLITERATION! Have you always wanted to learn how to speak a foreign language but simply didn't have the time? Well if so, then, look no further. You can hold in your hands one of the most advanced and revolutionary method that was ever designed for quickly becoming conversational in the twenty-seven most common languages. In creating this time-saving program, master linguist Yatir Nitzany spent years examining those twenty-seven most common languages in the world and distilling from them the three hundred and fifty words that are most likely to be used in real conversations. These three hundred and fifty words were chosen in such a way that they were structurally interrelated and, when combined, form sentences. Through various other discoveries about how real conversations work--discoveries that are detailed further in this book--Nitzany created the necessary tools for linking these words together in a specific way so that you may become rapidly and almost effortlessly conversant--now. If you want to learn complicated grammar rules, or the non-Romanized alphabet of a foreign language, this book is not for you. However, if you need to actually hold a conversation while on a trip to a foreign country, to impress that certain someone, or to be able to speak with your grandfather or grandmother as soon as possible, then the Nitzany Method is what you have been looking for. This method is designed for fluency in a foreign language, while communicating in the first person present tense. Nitzany believes that what's most important is actually being able to understand and be understood by another human being right away. Therefore, unlike other courses, all words in this program are taught in English transliteration, without having to learn the complex alphabet. More formalized training in grammar rules, etc., can come later. This is one of the several, in a series of instructional language guides, the Nitzany Method's revolutionary approach is the only one in the world that uses its unique language technology to actually enable you to speak and understand native speakers in the shortest amount of time possible. No more depending on volumes of books of fundamental, beginner, intermediate, and advanced levels, all with hundreds of pages in order to learn a language. With Conversational Language Quick and Easy, all you need is this book. Learn twenty-seven languages today, not tomorrow, and get started now! The 27 languages in this book are: -French -Italian -Portuguese -Spanish -German -Dutch -Norwegian -Turkish -Polish -Russian -Hebrew -Classical Arabic -Egyptian Arabic Dialect -Lebanese Arabic Dialect -Iraqi Arabic Dialect -Moroccan Arabic Dialect -Palestinian Arabic Dialect -Saudi Arabic Dialect -Syrian Arabic Dialect -Farsi -Pashto -Hindi -Urdu -Cantonese Chinese -Mandarin Chinese -Japanese -Indonesian

Recent Advances in NLP: The Case of Arabic Language

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Author :
Publisher : Springer Nature
ISBN 13 : 3030346145
Total Pages : 209 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Recent Advances in NLP: The Case of Arabic Language by : Mohamed Abd Elaziz

Download or read book Recent Advances in NLP: The Case of Arabic Language written by Mohamed Abd Elaziz and published by Springer Nature. This book was released on 2019-11-29 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: In light of the rapid rise of new trends and applications in various natural language processing tasks, this book presents high-quality research in the field. Each chapter addresses a common challenge in a theoretical or applied aspect of intelligent natural language processing related to Arabic language. Many challenges encountered during the development of the solutions can be resolved by incorporating language technology and artificial intelligence. The topics covered include machine translation; speech recognition; morphological, syntactic, and semantic processing; information retrieval; text classification; text summarization; sentiment analysis; ontology construction; Arabizi translation; Arabic dialects; Arabic lemmatization; and building and evaluating linguistic resources. This book is a valuable reference for scientists, researchers, and students from academia and industry interested in computational linguistics and artificial intelligence, especially for Arabic linguistics and related areas.

Automatic Speech Recognition of Arabic Phonemes with Neural Networks

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Author :
Publisher : Springer
ISBN 13 : 3319977105
Total Pages : 144 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Automatic Speech Recognition of Arabic Phonemes with Neural Networks by : Mohammed Dib

Download or read book Automatic Speech Recognition of Arabic Phonemes with Neural Networks written by Mohammed Dib and published by Springer. This book was released on 2018-12-27 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a contrastive linguistics study of Arabic and English for the dual purposes of improved language teaching and speech processing of Arabic via spectral analysis and neural networks. Contrastive linguistics is a field of linguistics which aims to compare the linguistic systems of two or more languages in order to ease the tasks of teaching, learning, and translation. The main focus of the present study is to treat the Arabic minimal syllable automatically to facilitate automatic speech processing in Arabic. It represents important reading for language learners and for linguists with an interest in Arabic and computational approaches.

Arabic Language Processing: From Theory to Practice

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Publisher : Springer Nature
ISBN 13 : 3030329593
Total Pages : 303 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Arabic Language Processing: From Theory to Practice by : Kamel Smaïli

Download or read book Arabic Language Processing: From Theory to Practice written by Kamel Smaïli and published by Springer Nature. This book was released on 2019-10-04 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes revised selected papers from the 7th International Conference on Arabic Language Processing, ICALP 2019, held in Nancy, France, in October 2019. The 21 full papers presented in this volume were carefully reviewed and selected from 38 submissions. They were organized in topical sections named: Arabic dialects and sentiment analysis; neural techniques for text and speech; modeling modern standard Arabic; resources: analysis, disambiguation and evaluation.

Social Computing and Social Media. Design, Human Behavior and Analytics

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Author :
Publisher : Springer
ISBN 13 : 303021902X
Total Pages : 587 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Social Computing and Social Media. Design, Human Behavior and Analytics by : Gabriele Meiselwitz

Download or read book Social Computing and Social Media. Design, Human Behavior and Analytics written by Gabriele Meiselwitz and published by Springer. This book was released on 2019-07-10 with total page 587 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Conversational Arabic Quick and Easy

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Author :
Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781500125653
Total Pages : 0 pages
Book Rating : 4.1/5 (256 download)

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Book Synopsis Conversational Arabic Quick and Easy by : Yatir Nitzany

Download or read book Conversational Arabic Quick and Easy written by Yatir Nitzany and published by Createspace Independent Publishing Platform. This book was released on 2014-06-07 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: THIS BOOK DOESN'T CONTAIN ANY ARABIC LETTERS! ALL ARABIC WORDS IN THIS BOOK WERE WRITTEN IN ENGLISH-TRANSLITERATION! IF YOU NEED EXTRA ASSISTANCE IN THE PRONUNCIATION THEN PLEASE PURCHASE THE AUDIBLE VERSION! Have you always wanted to learn how to speak the Lebanese Arabic Dialect but simply didn't have the time? Well if so, then, look no further. You can hold in your hands one of the most advanced and revolutionary method that was ever designed for quickly becoming conversational in a language. In creating this time-saving program, master linguist Yatir Nitzany spent years examining the twenty-seven most common languages in the world and distilling from them the three hundred and fifty words that are most likely to be used in real conversations. These three hundred and fifty words were chosen in such a way that they were structurally interrelated and, when combined, form sentences. Through various other discoveries about how real conversations work-discoveries that are detailed further in this book-Nitzany created the necessary tools for linking these words together in a specific way so that you may become rapidly and almost effortlessly conversant-now. If your desire is to learn complicated grammatical rules or to speak perfectly proper and precise Arabic, this book is not for you. However, if you need to actually hold a conversation while on a trip to Lebanon, to impress that certain someone, or to be able to speak with your grandfather or grandmother as soon as possible, then the Nitzany Method is what you have been looking for. This book is recommended for those who already have some prior knowledge of the pronunciation of Arabic accents (such as the Arabic accents: ayin, ghayn, ha, and khaf). For those of you who do not, this book does indeed provide some great, in-depth techniques on the pronunciation and recognition of these accents, that you will encounter throughout the program. These techniques have proven extremely beneficial for beginner students who were previously unfamiliar with these accent pronunciations. But keep in mind this isn't a pronunciation book! Lebanese Arabic encompasses three slightly different dialects, the dialects of the north, south, and center of the country (Beirut). The one in this book is the Beirut dialect. In the Lebanese dialect, verb conjugation is irregular, and this book will not teach you those skills since this is not a grammar book. In most languages, including Classical Arabic, a conjugated verb is always followed by an infinitive verb, but this is not the case in the Lebanese colloquial dialect since every verb in the sentence must be conjugated. Keep in mind that Lebanese Arabic is not an official language, but rather is a colloquial dialect. The purpose of my method is solely to give you the tools to create your own sentences in order to become conversational, while in regards to grammar, pronunciation, etc., you are on your own! This method is designed for fluency in a foreign language, while communicating in the first person present tense. Nitzany believes that what's most important is actually being able to understand and be understood by another human being right away. Therefore, unlike other courses, all words in this program are taught in English transliteration, without having to learn the complex alphabet. More formalized training in grammar rules, etc., can come later. This is one of the several, in a series of instructional language guides, the Nitzany Method's revolutionary approach is the only one in the world that uses its unique language technology to actually enable you to speak and understand native speakers in the shortest amount of time possible. No more depending on volumes of books of fundamental, beginner, intermediate, and advanced levels, all with hundreds of pages in order to learn a language. With Conversational Arabic Quick and Easy, all you need are forty-five pages. Learn Arabic today!

Instrumental Studies in Arabic Phonetics

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Author :
Publisher : John Benjamins Publishing
ISBN 13 : 9027248370
Total Pages : 378 pages
Book Rating : 4.0/5 (272 download)

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Book Synopsis Instrumental Studies in Arabic Phonetics by : Zeki Majeed Hassan

Download or read book Instrumental Studies in Arabic Phonetics written by Zeki Majeed Hassan and published by John Benjamins Publishing. This book was released on 2011 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: Brought together in this volume are fourteen studies using a range of modern instrumental methods – acoustic and articulatory – to investigate the phonetics of several North African and Middle Eastern varieties of Arabic. Topics covered include syllable structure, quantity, assimilation, guttural and emphatic consonants and their pharyngeal and laryngeal mechanisms, intonation, and language acquisition. In addition to presenting new data and new descriptions and interpretations, a key aim of the volume is to demonstrate the depth of objective analysis that instrumental methods can enable researchers to achieve. A special feature of many chapters is the use of more than one type of instrumentation to give different perspectives on phonetic properties of Arabic speech which have fascinated scholars since medieval times. The volume will be of interest to phoneticians, phonologists and Arabic dialectologists, and provides a link between traditional qualitative accounts of spoken Arabic and modern quantitative methods of instrumental phonetic analysis.

Analysis and Application of Natural Language and Speech Processing

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Author :
Publisher : Springer Nature
ISBN 13 : 3031110358
Total Pages : 217 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Analysis and Application of Natural Language and Speech Processing by : Mourad Abbas

Download or read book Analysis and Application of Natural Language and Speech Processing written by Mourad Abbas and published by Springer Nature. This book was released on 2023-02-22 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents recent advances in NLP and speech technology, a topic attracting increasing interest in a variety of fields through its myriad applications, such as the demand for speech guided touchless technology during the Covid-19 pandemic. The authors present results of recent experimental research that provides contributions and solutions to different issues related to speech technology and speech in industry. Technologies include natural language processing, automatic speech recognition (for under-resourced dialects) and speech synthesis that are useful for applications such as intelligent virtual assistants, among others. Applications cover areas such as sentiment analysis and opinion mining, Arabic named entity recognition, and language modelling. This book is relevant for anyone interested in the latest in language and speech technology.