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Spoken Language Processing A Guide to Theory, Algorithm and System Development

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Spoken Language Processing
A Guide to Theory, Algorithm and System Development
Huang ,Xuedong

Table of Contents

1. INTRODUCTION

PART I: FUNDAMENTAL THEORY

2. SPOKEN LANGUAGE STRUCTURE

3. PROBABILITY, STATISTICS AND INFORMATION THEORY

4. PATTERN RECOGNITION

PART II SPEECH PROCESSING

5. DIGITAL SIGNAL PROCESSING

6. SPEECH SIGNAL REPRESENTATIONS

7. SPEECH CODING

PART III: SPEECH RECOGNITION

8. HIDDEN MARKOV MODELS

9. ACOUSTIC MODELING

10. ENVIRONMENTAL ROBUSTNESS

11. LANGUAGE MODELING

12. BASIC SEARCH ALGORITHMS

13. LARGE VOCABULARY SEARCH ALGORITHMS

PART IV: TEXT-TO-SPEECH SYSTEMS

14. TEXT AND PHONETIC ANALYSIS

15. PROSODY

16. SPEECH SYNTHESIS

PART V: SPOKEN LANGUAGE SYSTEMS

17. SPOKEN LANGUAGE UNDERSTANDING

18. APPLICATIONS AND USER INTERFACES

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