國立高雄大學圖資館 |

登入

回首頁

Analysis and application of natural language and speech processing

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Analysis and application of natural language and speech processingedited by Mourad Abbas.
其他作者:	Abbas, Mourad.
出版者:	Cham :Springer International Publishing :2023.
面頁冊數:	viii, 214 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Natural language processing (Computer science)
電子資源:	https://doi.org/10.1007/978-3-031-11035-1
ISBN:	9783031110351$q(electronic bk.)

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$q(electronic bk.)

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

200539
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
LDR:02872nmm a2200361 a 4500 001 639773
003 DE-He213
005 20230224024028.0
006 m d
007 cr nn 008maaau
008 231025s2023 sz s 0 eng d
020 $a 9783031110351$q(electronic bk.)
020 $a 9783031110344$q(paper)
024 7 $a 10.1007/978-3-031-11035-1 $2 doi
035 $a 978-3-031-11035-1
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.N38 $b A53 2023
072 7 $a TJF $2 bicssc
072 7 $a UYS $2 bicssc
072 7 $a TEC008000 $2 bisacsh
072 7 $a TJF $2 thema
072 7 $a UYS $2 thema
082 0 4 $a 006.35 $2 23
090 $a QA76.9.N38 $b A532 2023
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 200539
650 0 $a Automatic speech recognition. $3 184258
650 1 4 $a Signal, Speech and Image Processing. $3 919570
650 2 4 $a Natural Language Processing (NLP) $3 826373
650 2 4 $a Computational Linguistics. $3 274669
650 2 4 $a Speech and Audio Processing. $3 913112
700 1 $a Abbas, Mourad. $3 946154
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Signals and communication technology. $3 557664
856 4 0 $u https://doi.org/10.1007/978-3-031-11035-1
950 $a Computer Science (SpringerNature-11645)