Gina-Anne Levow

 

 

 

Characterizing and Recognizing Spoken Corrections in Human-Computer Dialog Gina-Anne Levow August 25, 1998

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Table of Contents

Characterizing and Recognizing Spoken Corrections in Human-Computer Dialog Gina-Anne Levow August 25, 1998

Error Correction Spiral

Identifying Corrections

Accomplishments

Why Corrections?

Why it's Necessary

Why is it Hard?

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Corrections Within

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Roadmap

SpeechActs System

Example Interaction

Example Interaction: Con't

System Data Overview

System: Recognition Error Types

Roadmap

Analysis: Data

Analysis: Duration

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Analysis: Pause

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Pitch Tracks

Analysis: Pitch I

Analysis: Pitch II

Analysis: Pitch III

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Pitch Contour Detail

Analysis: Overview

Roadmap

Analysis: Phonology

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Analysis: Overview II

Roadmap

Learning Method Options

Learning Method Options

Decision Tree Features

Decision Tree Training & Testing

Recognizer: Results (Overall)

Example Tree

Classifier Results: Misrecognitions

Classifier Results: Misrecognitions

Misrecognition Classifier

Roadmap

Accomplishments

The Recipe

Future Work

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Author: Gina-Anne

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