Readings in Speech Recognition

✍ Scribed by Alexander Waibel and Kai-Fu Lee (Eds.)

• Publisher: Morgan Kaufmann Publishers
• Year: 1990
• Tongue: English
• Leaves: 629
• Category: Library

✦ Table of Contents

Content:
Front Matter, Page iii
Copyright, Page iv
Preface, Pages v-vi
Chapter 1 - Why Study Speech Recognition?, Pages 1-5
Chapter 2 - Problems and Opportunities, Page 7
Speech Recognition by Machine: A Review, Pages 8-38, D. RAJ REDDY
THE VALUE OF SPEECH RECOGNITION SYSTEMS, Pages 39-46, Wayne A. Lea
Chapter 3 - Speech Analysis, Pages 47-48
Digital Representations of Speech Signals, Pages 49-64, RONALD W. SCHAFER SENIOR MEMBER, IEEE, LAWRENCE R. RABINER MEMBER, IEEE
Comparison of Parametric Representations for Monosyllabic Word Recognition in Continuously Spoken Sentences, Pages 65-74, STEVEN B. DAVIS MEMBER, IEEE, PAUL MERMELSTEIN SENIOR MEMBER, IEEE
Vector Quantization, Pages 75-100, Robert M. Gray
A joint synchrony/mean-rate model of auditory speech processing, Pages 101-111, Stephanie Seneff
Chapter 4 - Template-Based Approaches, Pages 113-114
Isolated and Connected Word Recognition—Theory and Selected Applications, Pages 115-153, LAWRENCE R. RABINER FELLOW, IEEE, STEPHEN E. LEVINSON MEMBER, IEEE
Minimum Prediction Residual Principle Applied to Speech Recognition, Pages 154-158, FUMITADA ITAKURA MEMBER, IEEE
Dynamic Programming Algorithm Optimization for Spoken Word Recognition, Pages 159-165, HIROAKI SAKOE, SEIBI CHIBA
Speaker-Independent Recognition of Isolated Words Using Clustering Techniques, Pages 166-179, LAWRENCE R. RABINER FELLOW, IEEE, STEPHEN E. LEVINSON MEMBER, IEEE, AARON E. ROSENBERG MEMBER, IEEE, JAY G. WILPON
Two-Level DP-Matching—A Dynamic Programming-Based Pattern Matching Algorithm for Connected Word Recognition, Pages 180-187, HIROAKI SAKOE
The Use of a One-Stage Dynamic Programming Algorithm for Connected Word Recognition, Pages 188-196, HERMANN NEY
Chapter 5 - Knowledge-Based Approaches, Pages 197-199
The Use of Speech Knowledge in Automatic Speech Recognition, Pages 200-213, VICTOR W. ZUE MEMBER, IEEE
Performing Fine Phonetic Distinctions: Templates versus Features, Pages 214-224, Ronald A. Cole, Richard M. Stern, Moshé J. Lasry
Recognition of speaker-dependent continuous speech with KEAL, Pages 225-234, G. Mercier, D. Bigorgne, L. Miclet, L. Le Guennec, M. Querre
16 - THE HEARSAY-II SPEECH UNDERSTANDING SYSTEM: A TUTORIAL, Pages 235-245, Lee D. Erman, Victor R. Lesser
Learning and Plan Refinement in a Knowledge-Based System for Automatic Speech Recognition, Pages 246-262, RENATO DE MORI, LILY LAM, MICHEL GILLOUX
Chapter 6 - Stochastic Approaches, Pages 263-266
A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition, Pages 267-296, LAWRENCE R. RABINER FELLOW, IEEE
STOCHASTIC MODELING FOR AUTOMATIC SPEECH UNDERSTANDING, Pages 297-307, James K. Baker
A Maximum Likelihood Approach to Continuous Speech Recognition, Pages 308-319, LALIT R. BAHL MEMBER, IEEE, FREDERICK JELINEK FELLOW, IEEE, ROBERT L. MERCER
High Performance Connected Digit Recognition Using Hidden Markov Models, Pages 320-331, LAWRENCE R. RABINER FELLOW, IEEE, JAY G. WILPON SENIOR MEMBER, IEEE, FRANK K. SOONG MEMBER, IEEE
Speech recognition with continuous-parameter hidden Markov models, Pages 332-339, Lalit R. Bahl, Peter F. Brown, Peter V. de Souza, Robert L. Mercer
Semi-continuous hidden Markov models for speech signals, Pages 340-346, X.D. Huang, M.A. Jack
Context-Dependent Phonetic Hidden Markov Models for Speaker-Independent Continuous Speech Recognition, Pages 347-365, Kai-Fu Lee
A Stochastic Segment Model for Phoneme-Based Continuous Speech Recognition, Pages 367-370, S. Roucos, M.O. Dunham
Chapter 7 - Connectionist Approaches, Pages 371-373
Review of Neural Networks for Speech Recognition, Pages 374-392, Richard P. Lippmann
Phoneme Recognition Using Time-Delay Neural Networks, Pages 393-404, ALEXANDER WAIBEL MEMBER, IEEE, TOSHIYUKI HANAZAWA, GEOFFREY HINTON, KIYOHIRO SHIKANO MEMBER, IEEE, KEVIN J. LANG
Consonant Recognition by Modular Construction of Large Phonemic Time-Delay Neural Networks, Pages 405-408, Alex Waibel, Hidefumi Sawai, Kiyohiro Shikano
LEARNED PHONETIC DISCRIMINATION USING CONNECTIONIST NETWORKS, Pages 409-412, R.L. Watrous, L. Shastri, A.H. Waibel
The “Neural” Phonetic Typewriter, Pages 413-424, Teuvo Kohonen
Shift-Tolerant LVQ and Hybrid LVQ-HMM for Phoneme Recognition, Pages 425-438, Erik McDermott, Hitoshi Iwamida, Shigeru Katagiri, Yoh'ichi Tohkura
SPEAKER-INDEPENDENT WORD RECOGNITION USING DYNAMIC PROGRAMMING NEURAL NETWORKS, Pages 439-442, Hiroaki Sakoe, Ryosuke Isotani, Kazunaga Yoshida, Kenichi Iso, Takao Watanabe
SPEAKER-INDEPENDENT WORD RECOGNITION USING A NEURAL PREDICTION MODEL, Pages 443-446, Ken-ichi Iso, Takao Watanabe
Chapter 8 - Language Processing for Speech Recognition, Pages 447-449
SELF-ORGANIZED LANGUAGE MODELING FOR SPEECH RECOGNITION, Pages 450-506, F. Jelinek
A Tree-Based Statistical Language Model for Natural Language Speech Recognition, Pages 507-514, LALIT R. BAHL MEMBER, IEEE, PETER F. BROWN, PETER V. DE SOUZA, ROBERT L. MERCER MEMBER, IEEE
MODIFICATION OF EARLEY'S ALGORITHM FOR SPEECH RECOGNITION, Pages 515-518, Annedore Paeseler
12 - LANGUAGE PROCESSING FOR SPEECH UNDERSTANDING, Pages 519-533, W.A. Woods
Prosodic Knowledge Sources for Word Hypothesization in a Continuous Speech Recognition System, Pages 534-537, Alex Waibci
HIGH LEVEL KHOWLEDGE SOURCES IN USABLE SPEECH RECOGNITION SYSTEMS, Pages 538-549, SHERYL R. YOUNG, ALEXANDER G. HAUPTMANN, WAYNE H. WARD, D. EDWARD T. SMITH, PHILIP WERNER
Chapter 9 - Systems, Pages 551-553
Review of the ARPA Speech Understanding Project, Pages 554-575, Dennis H. Klatt
THE HARPY SPEECH UNDERSTANDING SYSTEM, Pages 576-586, Bruce Lowerre, Raj Reddy
The Development of an Experimental Discrete Dictation Recognizer, Pages 587-595, FREDERICK JELINEK FELLOW, IEEE
BYBLOS: The BBN Continuous Speech Recognition System, Pages 596-599, Y.L. Chow, M.O. Dunham, O.A. Kimball, M.A. Krasner, G.F. Kubala, J. Makhoul, P.J. Price, S. Roucos, R.M. Schwartz
An Overview of the SPHINX Speech Recognition System, Pages 600-610, KAI-FU LEE MEMBER, IEEE, HSIAO-WUEN HON, RAJ REDDY FELLOW, IEEE
ATR HMM-LR CONTINUOUS SPEECH RECOGNITION SYSTEM, Pages 611-614, Toshiyuki HANAZAWA, Kenji KITA, Satoshi NAKAMURA, Takeshi KAWABATA, Kiyohiro SHIKANO
A Word Hypothesizer for a Large Vocabulary Continuous Speech Understanding System, Pages 615-618, L. Fissore, P. Laface, G. Micca, R. Pieraccini
Index, Pages 619-626
Credits, Pages 627-629