Novel Techniques for Dialectal Arabic Speech Recognition

Novel Techniques for Dialectal Arabic Speech Recognition PDF

Author: Mohamed Elmahdy

Publisher: Springer Science & Business Media

Published: 2012-02-10

Total Pages: 120

ISBN-13: 1461419069

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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.

Computational Linguistics, Speech And Image Processing For Arabic Language

Computational Linguistics, Speech And Image Processing For Arabic Language PDF

Author: Neamat El Gayar

Publisher: World Scientific

Published: 2018-09-18

Total Pages: 288

ISBN-13: 9813229403

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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

Cross-Word Modeling for Arabic Speech Recognition PDF

Author: Dia AbuZeina

Publisher: Springer Science & Business Media

Published: 2011-11-25

Total Pages: 82

ISBN-13: 1461412137

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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.

Arabic Language Processing: From Theory to Practice

Arabic Language Processing: From Theory to Practice PDF

Author: Abdelmonaime Lachkar

Publisher: Springer

Published: 2018-01-02

Total Pages: 259

ISBN-13: 3319735004

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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.

Speech and Computer

Speech and Computer PDF

Author: Andrey Ronzhin

Publisher: Springer

Published: 2016-08-15

Total Pages: 731

ISBN-13: 3319439588

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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.

Conversational Arabic Quick and Easy

Conversational Arabic Quick and Easy PDF

Author: Yatir Nitzany

Publisher:

Published: 2019-07-19

Total Pages: 46

ISBN-13: 9781951244149

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THIS BOOK DOESN'T CONTAIN ANY ARABIC LETTERS! ALL ARABIC WORDS IN THIS BOOK WERE WRITTEN IN ENGLISH-TRANSLITERATION! Have you always wanted to learn how to speak the Libyan 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 the Middle East, 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! Libyan Arabic encompasses several slightly different dialects, however, the one in this book is the Tripoli dialect. Keep in mind that Libyan 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-four pages. Learn the Arabic dialect of Libya today, not tomorrow, and get started now!

Conversational Arabic Quick and Easy

Conversational Arabic Quick and Easy PDF

Author: Yatir Nitzany

Publisher: Yatir Nitzany

Published: 2019-01-23

Total Pages: 57

ISBN-13: 1370179006

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THIS BOOK DOESN'T CONTAIN ANY ARABIC LETTERS! ALL ARABIC WORDS IN THIS BOOK WERE WRITTEN IN ENGLISH-TRANSLITERATION! Have you always wanted to learn how to speak the Yemeni 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 Yemen, 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! Yemeni Arabic encompasses three slightly different dialects, the San’ani, Ta’izzi-Adeni (also called South Yemeni Arabic or Djibouti Arabic), and Hadhrami. The one in this book is the San'ani dialect, which is the dialect of the capital Sanaa. Keep in mind that Yemeni 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, not tomorrow, and get started now!

Introduction to Arabic Natural Language Processing

Introduction to Arabic Natural Language Processing PDF

Author: Nizar Y. Habash

Publisher: Morgan & Claypool Publishers

Published: 2010-10-10

Total Pages: 185

ISBN-13: 1598297961

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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