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Gold, Ben

Speech and Audio Signal Processing

Processing and Perception of Speech and Music

€ 145.95

When Speech and Audio Signal Processing published in 1999, it stood out from its competition in its breadth of coverage and its accessible, intutiont-based style.   This book was aimed at individual students and engineers excited about the broad span of audio processing and curious to understand the available techniques.


Taal / Language : English

Inhoudsopgave:
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
Extra informatie: 
Hardback
688 pagina's
Januari 2011
1315 gram
238 x 195 x 40 mm
Wiley-Blackwell us

Levertijd: 5 tot 11 werkdagen