Connectionist speech recognition : a hybrid approach

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Connectionist speech recognition : a hybrid approach / by Hervé A. Bourlard, Nelson Morgan ; foreword by Richard Lippmann

資料種別:

図書

出版情報:

Boston : Kluwer Academic Publishers, c1994

形態:

xxviii, 312 p. ; 25 cm

シリーズ名:

The Kluwer international series in engineering and computer science ; SECS 247 . VLSI, computer architecture, and digital signal processing <BA0004729X>

著者名:

ISBN:

9780792393962 [0792393961]

書誌ID:

BA21424676

子書誌情報

フルテキスト

所蔵情報

他の版・巻

書誌詳細

注記:

Includes bibliographical references (p. [281]-306) and index

主題:

Automatic speech recognition; Neural networks (Computer science)

言語:

英語

目次情報:

List of Figures

List of Tables

Notation

Foreword

Preface

Background / I：

Introduction / 1：

Statistical Pattern Classification / 2：

Hidden Markov Models / 3：

Multilayer Perceptions / 4：

Hybrid HMM/MLP Systems / II：

Speech Recognition using ANNs / 5：

Statistical Inference in MLPs / 6：

The Hybrid HMM/MLP Approach / 7：

Experimental Systems / 8：

Context-Dependent MPLs / 9：

System Tradeoffs / 10：

Training Hardware and Software / 11：

Additional Topics / III：

Cross-Validation in MLP Training / 12：

HMM/MLP and Predictive Models / 13：

Feature Extraction by MLP / 14：

Finale / IV：

Final System Overview / 15：

Conclusions / 16：

Bibliography

Index

Acronyms

List of Figures

List of Tables

Notation

Foreword

Preface

Background / I：

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