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Correction Grammars for Error Handling in a Speech Dialog System

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by Hirohiko Sagawa , Teruko Mitamura , Eric Nyberg
Citations:4 - 0 self
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BibTeX

@MISC{Sagawa_correctiongrammars,
    author = {Hirohiko Sagawa and Teruko Mitamura and Eric Nyberg},
    title = {Correction Grammars for Error Handling in a Speech Dialog System},
    year = {}
}

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Abstract

Speech recognition errors are inevitable in a speech dialog system. This paper presents an error handling method based on correction grammars which recognize the correction utterances which follow a recognition error. Correction grammars are dynamically created from existing grammars and a set of correction templates. We also describe a prototype dialog system which incorporates this error handling method, and provide empirical evidence that this method can improve dialog success rate and reduce the number of dialog turns required for error recovery. 1

Keyphrases

correction grammar    speech dialog system    error handling    correction utterance    speech recognition error    dialog success rate    correction template    dialog turn    empirical evidence    recognition error    error recovery    prototype dialog system   

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