Analysis and application of natural language and speech processing / Mourad Abbas, editor.
Abbas, Mourad, editor.
2022
QA76.9.N38
Available Online

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Title Analysis and application of natural language and speech processing / Mourad Abbas, editor.
ISBN 9783031110351 (electronic bk.)
3031110358 (electronic bk.)
303111034X
9783031110344
DOI https://doi.org/10.1007/978-3-031-11035-1
Published Cham, Switzerland : Springer, 2022.
Language English
Description 1 online resource : illustrations (black and white, and color).
Item Number 10.1007/978-3-031-11035-1 doi
Call Number QA76.9.N38
Dewey Decimal Classification 006.3/5
Summary 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.
Note Includes index.
Access Note Access limited to authorized users.
Source of Description Description based on print version record.
Added Author Abbas, Mourad, editor.
Series Signals and communication technology.
Available in Other Form ANALYSIS AND APPLICATION OF NATURAL LANGUAGE AND SPEECH PROCESSING.
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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 Blooms 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.

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