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9780521038829

The Spoken Language Translator

by
  • ISBN13:

    9780521038829

  • ISBN10:

    0521038820

  • Edition: 1st
  • Format: Paperback
  • Copyright: 2007-08-20
  • Publisher: Cambridge University Press

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Summary

This original volume describes the Spoken Language Translator (SLT), one of the first major automatic speech translation projects. The SLT system can translate between English, French, and Swedish in the domain of air travel planning, using a vocabulary of about 1500 words, and with an accuracy of about 75%. The authors detail the language processing components, largely built on top of the SRI Core Language Engine, using a combination of general grammars and techniques that allow them to be rapidly customized to specific domains. They base speech recognition on Hidden Markov Mode technology, and use versions of the SRI DECIPHER system. This account of SLT is an essential resource for researchers interested in knowing what is achievable in spoken-language translation today.

Table of Contents

Preface
Acknowledgements
Introduction
Language Processing and Corpora
Translation using the core language engine
Grammar specialisation
Choosing among interpretations
The TreeBanker
Acquisition of lexical entries
Spelling and morphology
Corpora and data collection
Linguistic Coverage
English coverage
French coverage
Swedish coverage
Transfer coverage
Rational reuse of linguistic data
Speech Processing
Speech recognition
Acoustic modelling
Language modelling for multilingual speech translation
Porting a recogniser to a new language
Multiple dialects and languages
Common speech/language issues
Evaluation and Conclusions
Evaluation
Conclusions
The mathematics of discriminant scores
Notation for QLF-based processing
References
Index
Table of Contents provided by Publisher. All Rights Reserved.

Supplemental Materials

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