Psychoac
Table of Contents
PREFACE TO THE 2011 EDITION xxi CHAPTER 1 INTRODUCTION 1
PART I HISTORICAL BACKGROUND
CHAPTER 2 SYNTHETIC A UDIO: A BRIEF HISTORY 9
CHAPTER 3 SPEECH ANALYSIS AND SYNTHESIS OVERVIEW 21
CHAPTER 4 BRIEF HISTORY OF AUTOMATIC SPEECH RECOGNITION 40
CHAPTER 5 SPEECH-RECOGNITION OVERVIEW 59
PART II MATHEMATICAL BACKGROUND
CHAPTER 6 DIGITAL SIGNAL PROCESSING 73
CHAPTER 7 DIGITAL FILTERSAND DISCRETE FOURIER TRANSFORM 87
CHAPTER 8 PATTERN CLASSIFICATION 105
CHAPTER 9 STATISTICAL PATTERN CLASSIFICATION 124
PART III ACOUSTICS
CHAPTER 10 WAVE BASICS 141
CHAPTER 11 ACOUSTIC TUBE MODELING OF SPEECH PRODUCTION 152
CHAPTER 12 MUSICAL INSTRUMENT ACOUSTICS 158
CHAPTER 13 ROOM ACOUSTICS 179
PART IV AUDITORY PERCEPTION
CHAPTER 14 EAR PHYSIOLOGY 193
CHAPTER 15 PSYCHOACOUSTICS 209
CHAPTER 16 MODELS OF PITCH PERCEPTION 218
CHAPTER 17 SPEECH PERCEPTION 232
CHAPTER 18 HUMAN SPEECH RECOGNITION 250
PART V SPEECH FEATURES
CHAPTER 19 THE AUDITORY SYSTEM AS A FILTER BANK 263
CHAPTER 20 THE CEPSTRUM AS A SPECTRAL ANALYZER 277
CHAPTER 21 LINEAR PREDICTION 286
PART VI A UTOMATIC SPEECH RECOGNITION
CHAPTER 22 FEATURE EXTRACTION FOR ASR 301
CHAPTER 23 LINGUISTIC CATEGORIES FOR SPEECH RECOGNITION 319
CHAPTER 24 DETERMINISTIC SEQUENCE RECOGNITION FOR ASR 337
CHAPTER 25 STATISTICAL SEQUENCE RECOGNITION 350
CHAPTER 26 STATISTICAL MODEL TRAINING 364
CHAPTER 27 DISCRIMINANT ACOUSTIC PROBABILITY ESTIMATION 381
CHAPTER 28 ACOUSTIC MODEL TRAINING: FURTHER TOPICS 394
CHAPTER 29 SPEECH RECOGNITION AND UNDERSTANDING 416
PART VII SYNTHESIS AND CODING
CHAPTER 30 SPEECH SYNTHESIS 431
CHAPTER 31 PITCH DETECTION 455
CHAPTER 32 VOCODERS 473
CHAPTER 33 LOW-RATE VOCODERS 493
CHAPTER 34 MEDIUM-RATE AND HIGH-RATE VOCODERS 505
CHAPTER 35 PERCEPTUAL A UDIO CODING 531
PART VIII OTHER APPLICATIONS
CHAPTER 36 SOME ASPECTS OF COMPUTER MUSIC SYNTHESIS 553
CHAPTER 37 MUSIC SIGNAL ANALYSIS 567
CHAPTER 38 MUSIC RETRIEVAL 581
CHAPTER 39 SOURCE SEPARATION 59
CHAPTER 40 SPEECH TRANSFORMATIONS 617
CHAPTER 41 SPEAKER VERIFICATION 633
CHAPTER 42 SPEAKER DIARIZATION 644
