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Speech and language processing an introduction to natural language processing, computational linguistics, and speech recognition

This book takes an empirical approach to language processing, based on applying statistical and other machine-learning algorithms to large corpora. Methodology boxes are included in each chapter. Each chapter is built around one or more worked examples to demonstrate the main idea of the chapter. Covers the fundamental algorithms of various fields, whether originally proposed for spoken or written language to demonstrate how the same algorithm can be used for speech recognition and word-sense disambiguation. Emphasis on web and other practical applications. Emphasis on scientific evaluation. Useful as a reference for professionals in any of the areas of speech and language processing.

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  • "Introduction to natural language processing, computational linguistics, and speech recognition"@en

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  • "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 text takes an empirical approach to the subject, based on applying statistical and other machine-learning algorithms to large corporations. The authors cover areas that traditionally are taught in different courses, to describe a unified vision of speech and language processing. Emphasis is on practical applications and scientific evaluation. An accompanying Website contains teaching materials for instructors, with pointers to language processing resources on the Web. The Second Edition offers a significant amount of new and extended material."
  • "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, usingthe examples to illustrate the relative strengths and weaknesses of various approaches. Adds coverage of statistical sequence labeling, information extraction, question answering and summarization, advanced topics in speech recognition, speech synthesis. Revises coverage of language modeling, formal grammars, statistical parsing, machine translation, and dialog processing. A useful reference for professionals in any of the areas of speech and language processing. -- Book Description from Website."
  • "This book takes an empirical approach to language processing, based on applying statistical and other machine-learning algorithms to large corpora. Methodology boxes are included in each chapter. Each chapter is built around one or more worked examples to demonstrate the main idea of the chapter. Covers the fundamental algorithms of various fields, whether originally proposed for spoken or written language to demonstrate how the same algorithm can be used for speech recognition and word-sense disambiguation. Emphasis on web and other practical applications. Emphasis on scientific evaluation. Useful as a reference for professionals in any of the areas of speech and language processing."@en

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  • "Leermiddelen (vorm)"
  • "Lehrbuch"
  • "Overzichten (vorm)"
  • "Einführung"

name

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  • "Speech and Language processing : an introduction to natural language processing, computational Linguistics, and speech recognition"
  • "Speech and language processing an introduction to natural language processing, computational linguistics, and speech recognition"
  • "Speech and language processing an introduction to natural language processing, computational linguistics, and speech recognition"@en
  • "Speech and language processing : an introduction to natural language processing, computational linguistics, and speech recognition, second edition"
  • "Speech and language processing : an introduction to natural language processing, computational linguistics, and speech recognition"@en
  • "Speech and language processing : an introduction to natural language processing, computational linguistics, and speech recognition"
  • "Speech and language processing : an introduction to natural language processing, computational linguistics and speech recognition"

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