Cognitive Models of Speech Processing: Psycholinguistic and Computational Perspectives

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Overview

Cognitive Models of Speech Processing presents extensive reviews of current thinking on psycholinguistic and computational topics in speech recognition and natural-language processing, along with a substantial body of new experimental data and computational simulations. Topics range from lexical access and the recognition of words in continuous speech to syntactic processing and the relationship between syntactic and intonational structure.

A Bradford Book. ACL-MIT Press Series in Natural LanguageProcessing

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What People Are Saying

From the Publisher
"This volume is one of the most valuable publications in psycholinguistics of the last decade.... [a] coherent picture of the rich theoretical and methodological scene that comprises psycholinguistics today." Howard S. Kurtzman, Computational Linguistics

[A] highly valuable contribution to the literature." Carol A. Fowler,Language and Speech

Howard S. Kurtzman, Computational Linguistics
This volume is one of the most valuable publications in psycholinguistics of the last decade.... [a] coherent picture of the rich theoretical and methodological scene that comprises psycholinguistics today.
Carol A. Fowler, Language and Speech
[A] highly valuable contribution to the literature.
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Product Details

Table of Contents

Preface
Ch. 1 Cognitive Models of Speech Processing: An Introduction 1
Ch. 2 Lexical Hypotheses in Continuous Speech 24
Ch. 3 Lexical Segmentation in TRACE: An Exercise in Simulation 50
Ch. 4 A Dynamic-Net Model of Human Speech Recognition 87
Ch. 5 Exploiting Prosodic Probabilities in Speech Segmentation 105
Ch. 6 Similarity Neighborhoods of Spoken Words 122
Ch. 7 Activation, Competition, and Frequency in Lexical Access 148
Ch. 8 Retroactive Influence of Syllable Neighborhoods 173
Ch. 9 Competition, Lateral Inhibition, and Frequency: Comments on the Chapters of Frauenfelder and Peeters, Marslen-Wilson, and Others 185
Ch. 10 Lexical Statistics and Cognitive Models of Speech Processing 211
Ch. 11 Constraining Models of Lexical Access: The Onset of Word Recognition 236
Ch. 12 The Role of the Syllable in Speech Segmentation, Phoneme Identification, and Lexical Access 263
Ch. 13 Effects of Sentence Context and Lexical Knowledge in Speech Processing 281
Ch. 14 Using Perceptual-Restoration Effects to Explore the Architecture of Perception 295
Ch. 15 The Relationship between Sentential Context and Sensory Input: Comments on Connine's and Samuel's Chapters 315
Ch. 16 Modularity Compromised: Selecting Partial Hypotheses 324
Ch. 17 Representation and Structure in Connectionist Models 345
Ch. 18 Combinatory Lexical Information and Language Comprehension 383
Ch. 19 Exploring the Architecture of the Language-Processing System 409
Ch. 20 Thematic Roles and Modularity: Comments on the Chapters by Frazier and Tanenhaus et al 434
Ch. 21 Syntax and Intonational Structure in a Combinatory Grammar 457
Ch. 22 Description Theory and Intonation Boundaries 483
Ch. 23 Phrase Structure and Intonational Phrases: Comments on the Chapters by Marcus and Steedman 513
Contributors 533
Index 535
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