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Preface | |
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Notes on Downloading Software | |
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Using Speech Corpora in Phonetics Research | |
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The Place of Corpora in the Phonetic Analysis of Speech | |
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Existing Speech Corpora for Phonetic Analysis | |
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Designing Your Own Corpus | |
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Summary and Structure of the Book | |
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Some Tools for Building and Querying Annotated Speech Databases | |
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Overview | |
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Getting Started with Existing Speech Databases | |
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Interface between Praat and Emu | |
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Interface to R | |
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Creating a New Speech Database: From Praat to Emu to R | |
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A First Look at the Template File | |
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Summary | |
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Questions | |
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Applying Routines for Speech Signal Processing | |
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Introduction | |
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Calculating, Displaying, and Correcting Formants | |
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Reading the Formants into R | |
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Summary | |
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Questions | |
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Answers | |
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Querying Annotation Structures | |
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The Emu Query Tool, Segment Tiers, and Event Tiers | |
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Extending the Range of Queries: Annotations from the Same Tier | |
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Inter-tier Links and Queries | |
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Entering Structured Annotations with Emu | |
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Conversion of a Structured Annotation to a Praat TextGrid | |
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Graphical User Interface to the Emu Query Language | |
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Re-querying Segment Lists | |
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Building Annotation Structures Semi-automatically with Emu-Tcl | |
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Branching Paths | |
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Summary | |
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Questions | |
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Answers | |
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An Introduction to Speech Data Analysis in R: A Study of an EMA Database | |
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EMA | |
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Recordings and the ema5 Database | |
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Handling Segment Lists and Vectors in Emu-R | |
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An Analysis of Voice-Onset Time | |
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Intergestural Coordination and Ensemble Plots | |
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Intragestural Analysis | |
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Summary | |
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Questions | |
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Answers | |
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Analysis of Formants and Formant Transitions | |
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Vowel Ellipses in the F2�F1 Plane | |
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Outliers | |
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Vowel Targets | |
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Vowel Normalization | |
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Euclidean Distances | |
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Vowel Undershoot and Formant Smoothing | |
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F2 Locus, Place of Articulation, and Variability | |
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Questions | |
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Answers | |
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Electropalatography | |
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Palatography and Electropalatography | |
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An Overview of Electropalatography in Emu-R | |
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EPG Data-Reduced Objects | |
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Analysis of EPG Data | |
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Summary | |
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Questions | |
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Answers | |
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Spectral Analysis | |
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Background to Spectral Analysis | |
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Spectral Average, Sum, Ratio, Difference, Slope | |
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Spectral Moments | |
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The Discrete Cosine Transformation | |
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Questions | |
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Answers | |
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Classification | |
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Probability and Bayes' Theorem | |
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Classification: Continuous Data | |
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Calculating Conditional Probabilities | |
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Calculating Posterior Probabilities | |
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Two Parameters: The Bivariate Normal Distribution and Ellipses | |
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Classification in Two Dimensions | |
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Classifications in Higher Dimensional Spaces | |
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Classifications in Time | |
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Support Vector Machines | |
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Summary | |
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Questions | |
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Answers | |
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References | |
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Index | |