Corpus-Based Methods in Language and Speech Processing

By: Steve Young (Editor), Gerrit Bloothooft (Editor)

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Hardcover | 1 February 1997

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248 Pages

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25.4 x 17.15 x 1.91

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Corpus-based methods will be found at the heart of many language and speech processing systems. This book provides an in-depth introduction to these technologies through chapters describing basic statistical modeling techniques for language and speech, the use of Hidden Markov Models in continuous speech recognition, the development of dialogue systems, part-of-speech tagging and partial parsing, data-oriented parsing and n-gram language modeling.
The book attempts to give both a clear overview of the main technologies used in language and speech processing, along with sufficient mathematics to understand the underlying principles. There is also an extensive bibliography to enable topics of interest to be pursued further. Overall, we believe that the book will give newcomers a solid introduction to the field and it will give existing practitioners a concise review of the principal technologies used in state-of-the-art language and speech processing systems.
Corpus-Based Methods in Language and Speech Processing is an initiative of ELSNET, the European Network in Language and Speech. In its activities, ELSNET attaches great importance to the integration of language and speech, both in research and in education. The need for and the potential of this integration are well demonstrated by this publication.

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Non-Fiction Language & Linguistics Linguistics Psycholinguistics Computing & I.T.Computer Science Artificial Intelligence Engineering & Technology Energy Technology & Engineering Electrical Engineering Audio Processing Electronics & Communications Engineering

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Paperback

Published: 8th December 2010

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Introduction
Corpus-Based Statistical Methods in Speech and Language Processing
Hidden Markov Models in Speech and Language Processing
Spoken Language Dialogue Systems
Part-of-Speech Tagging and Partial Parsing
Data-Oriented Language Processing
Statistical Language Modeling Using Leaving-One-Out
Author information
Bibliography
Table of Contents provided by Blackwell. All Rights Reserved.

Corpus-Based Methods in Language and Speech Processing

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

Other Editions and Formats

Paperback

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