Speech and Language Processing An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition

Type
Book
Authors
ISBN 10
9332518416 
ISBN 13
9789332518414 
Category
Unknown  [ Browse Items ]
Publication Year
2017 
Publisher
PEL 
Description
An explosion of web-based language techniques, merging of distinct fields, availability of phone-based dialogue systems, and much more make this an exciting time in speech and language processing. The first of its kind to thoroughly cover language technology - at all levels and with all modern technologies - this book takes an empirical approach to the subject, based on applying statistical and other machine-learning algorithms to large corporations. Builds each chapter around one or more worked examples demonstrating the main idea of the chapter, using the examples to illustrate the relative strengths and weaknesses of various approaches. Adds coverage of statistical sequence labelling, information extraction, question answering and summarization, advanced topics in speech recognition, speech synthesis. Revises coverage of language modelling, formal grammars, statistical parsing, machine translation, and dialog processing. A useful reference for professionals in any of the areas of speech and language processing. - from Amzon 
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