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Analysis and application of natural ...

Abbas, Mourad.

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Analysis and application of natural language and speech processing

Record Type:	Electronic resources : Monograph/item
Title/Author:	Analysis and application of natural language and speech processing/ edited by Mourad Abbas.
other author:	Abbas, Mourad.
Published:	Cham :Springer International Publishing : : 2023.,
Description:	viii, 214 p. :ill., digital ;24 cm.
[NT 15003449]:	Chapter 1. ITAcotron 2: the Power of Transfer Learning in Expressive TTS Synthesis -- Chapter 2. Improving Automatic Speech Recognition for Non-Native English with Transfer Learning and Language Model Decoding -- Chapter 3. Kabyle ASR Phonological Error and Network Analysis -- Chapter 4. ALP: an Arabic Linguistic Pipeline -- Chapter 5. Arabic Anaphora Resolution System using New Features: Pronominal and Verbal cases -- Chapter 6. A Commonsense-enhanced Document-Grounded Conversational Agent: A Case Study on Task-based Dialogue -- Chapter 7. BloomQDE: Leveraging Bloom's Taxonomy for Question Difficulty Estimation -- Chapter 8. A Comparative Study on Language Models for Dravidian Languages -- Chapter 9. Arabic Named Entity Recognition with a CRF model based on Transformer Architecture -- Chapter 10. Static Fuzzy Bag-of-Words: Exploring Static Universe Matrices for Sentence Embeddings.
Contained By:	Springer Nature eBook
Subject:	Natural language processing (Computer science) -
Online resource:	https://doi.org/10.1007/978-3-031-11035-1
ISBN:	9783031110351

Analysis and application of natural language and speech processing
Analysis and application of natural language and speech processing[electronic resource] /edited by Mourad Abbas. - Cham :Springer International Publishing :2023. - viii, 214 p. :ill., digital ;24 cm. - Signals and communication technology,1860-4870. - Signals and communication technology..

Chapter 1. ITAcotron 2: the Power of Transfer Learning in Expressive TTS Synthesis -- Chapter 2. Improving Automatic Speech Recognition for Non-Native English with Transfer Learning and Language Model Decoding -- Chapter 3. Kabyle ASR Phonological Error and Network Analysis -- Chapter 4. ALP: an Arabic Linguistic Pipeline -- Chapter 5. Arabic Anaphora Resolution System using New Features: Pronominal and Verbal cases -- Chapter 6. A Commonsense-enhanced Document-Grounded Conversational Agent: A Case Study on Task-based Dialogue -- Chapter 7. BloomQDE: Leveraging Bloom's Taxonomy for Question Difficulty Estimation -- Chapter 8. A Comparative Study on Language Models for Dravidian Languages -- Chapter 9. Arabic Named Entity Recognition with a CRF model based on Transformer Architecture -- Chapter 10. Static Fuzzy Bag-of-Words: Exploring Static Universe Matrices for Sentence Embeddings.

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.

ISBN: 9783031110351

Standard No.: 10.1007/978-3-031-11035-1doiSubjects--Topical Terms:

565309
Natural language processing (Computer science)

LC Class. No.: QA76.9.N38 / A53 2023

Dewey Class. No.: 006.35

Analysis and application of natural language and speech processing
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245 0 0 $a Analysis and application of natural language and speech processing $h [electronic resource] / $c edited by Mourad Abbas.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2023.
300 $a viii, 214 p. : $b ill., digital ; $c 24 cm.
490 1 $a Signals and communication technology, $x 1860-4870
505 0 $a Chapter 1. ITAcotron 2: the Power of Transfer Learning in Expressive TTS Synthesis -- Chapter 2. Improving Automatic Speech Recognition for Non-Native English with Transfer Learning and Language Model Decoding -- Chapter 3. Kabyle ASR Phonological Error and Network Analysis -- Chapter 4. ALP: an Arabic Linguistic Pipeline -- Chapter 5. Arabic Anaphora Resolution System using New Features: Pronominal and Verbal cases -- Chapter 6. A Commonsense-enhanced Document-Grounded Conversational Agent: A Case Study on Task-based Dialogue -- Chapter 7. BloomQDE: Leveraging Bloom's Taxonomy for Question Difficulty Estimation -- Chapter 8. A Comparative Study on Language Models for Dravidian Languages -- Chapter 9. Arabic Named Entity Recognition with a CRF model based on Transformer Architecture -- Chapter 10. Static Fuzzy Bag-of-Words: Exploring Static Universe Matrices for Sentence Embeddings.
520 $a 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.
650 0 $a Natural language processing (Computer science) $3 565309
650 0 $a Automatic speech recognition. $3 753709
650 1 4 $a Signal, Speech and Image Processing. $3 3592727
650 2 4 $a Natural Language Processing (NLP) $3 3381674
650 2 4 $a Computational Linguistics. $3 893900
650 2 4 $a Speech and Audio Processing. $3 3538490
700 1 $a Abbas, Mourad. $3 3628110
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Signals and communication technology. $3 1565543
856 4 0 $u https://doi.org/10.1007/978-3-031-11035-1
950 $a Computer Science (SpringerNature-11645)