About the Authors xix Preface xxi Preface to the Unfinished Manuscript of the Book xxiii Introduction 1 1 How to Study and Develop Communication Acoustics 7 1.1 Domains of Knowledge 7 1.2 Methodology of Research and Development 8 1.3 Systems Approach to Modelling 10 1.4 About the Rest of this Book 12 1.5 Focus of the Book 12 1.6 Intended Audience 13 References 14 2 Physics of Sound 15 2.1 Vibration and Wave Behaviour of Sound 15 2.

1.1 From Vibration to Waves 16 2.1.2 A Simple Vibrating System 16 2.1.3 Resonance 18 2.1.4 Complex Mass-Spring Systems 19 2.

1.5 Modal Behaviour 20 2.1.6 Waves 21 2.2 Acoustic Measures and Quantities 23 2.2.1 Sound and Voice as Signals 23 2.2.

2 Sound Pressure 24 2.2.3 Sound Pressure Level 24 2.2.4 Sound Power 25 2.2.5 Sound Intensity 25 2.2.

6 Computation with Amplitude and Level Quantities 25 2.3 Wave Phenomena 26 2.3.1 Spherical Waves 26 2.3.2 Plane Waves and the Wave Field in a Tube 27 2.3.3 Wave Propagation in Solid Materials 29 2.

3.4 Reflection, Absorption, and Refraction 31 2.3.5 Scattering and Diffraction 32 2.3.6 Doppler Effect 33 2.4 Sound in Closed Spaces: Acoustics of Rooms and Halls 34 2.4.

1 Sound Field in a Room 34 2.4.2 Reverberation 36 2.4.3 Sound Pressure Level in a Room 37 2.4.4 Modal Behaviour of Sound in a Room 38 2.4.

5 Computational Modelling of Closed Space Acoustics 39 Summary 41 Further Reading 41 References 41 3 Signal Processing and Signals 43 3.1 Signals 43 3.1.1 Sounds as Signals 43 3.1.2 Typical Signals 45 3.2 Fundamental Concepts of Signal Processing 46 3.2.

1 Linear and Time-Invariant Systems 46 3.2.2 Convolution 47 3.2.3 Signal Transforms 48 3.2.4 Fourier Analysis and Synthesis 49 3.2.

5 Spectrum Analysis 50 3.2.6 Time-Frequency Representations 53 3.2.7 Filter Banks 54 3.2.8 Auto- and Cross-Correlation 55 3.2.

9 Cepstrum 56 3.3 Digital Signal Processing (DSP) 56 3.3.1 Sampling and Signal Conversion 56 3.3.2 Z Transform 57 3.3.3 Filters as LTI Systems 58 3.

3.4 Digital Filtering 58 3.3.5 Linear Prediction 59 3.3.6 Adaptive Filtering 62 3.4 Hidden Markov Models 62 3.5 Concepts of Intelligent and Learning Systems 63 Summary 64 Further Reading 64 References 64 4 Electroacoustics and Responses of Audio Systems 67 4.

1 Electroacoustics 67 4.1.1 Loudspeakers 67 4.1.2 Microphones 70 4.2 Audio System Responses 71 4.2.1 Measurement of System Response 71 4.

2.2 Ideal Reproduction of Sound 72 4.2.3 Impulse Response and Magnitude Response 72 4.2.4 Phase Response 74 4.2.5 Non-Linear Distortion 75 4.

2.6 Signal-to-Noise Ratio 76 4.3 Response Equalization 76 Summary 77 Further Reading 78 References 78 5 Human Voice 79 5.1 Speech Production 79 5.1.1 Speech Production Mechanism 80 5.1.2 Vocal Folds and Phonation 80 5.

1.3 Vocal and Nasal Tract and Articulation 82 5.1.4 Lip Radiation Measurements 84 5.2 Units and Notation of Speech used in Phonetics 84 5.2.1 Vowels 86 5.2.

2 Consonants 86 5.2.3 Prosody and Suprasegmental Features 88 5.3 Modelling of Speech Production 90 5.3.1 Glottal Modelling 92 5.3.2 Vocal Tract Modelling 92 5.

3.3 Articulatory Synthesis 94 5.3.4 Formant Synthesis 95 5.4 Singing Voice 96 Summary 96 Further Reading 97 References 97 6 Musical Instruments and Sound Synthesis 99 6.1 Acoustic Instruments 99 6.1.1 Types of Musical Instruments 99 6.

1.2 Resonators in Instruments 100 6.1.3 Sources of Excitation 102 6.1.4 Controlling the Frequency of Vibration 103 6.1.5 Combining the Excitation and Resonant Structures 104 6.

2 Sound Synthesis in Music 104 6.2.1 Envelope of Sounds 105 6.2.2 Synthesis Methods 106 6.2.3 Synthesis of Plucked String Instruments with a One-Dimensional Physical Model 107 Summary 108 Further Reading 108 References 108 7 Physiology and Anatomy of Hearing 111 7.1 Global Structure of the Ear 111 7.

2 External Ear 112 7.3 Middle Ear 113 7.4 Inner Ear 115 7.4.1 Structure of the Cochlea 115 7.4.2 Passive Cochlear Processing 117 7.4.

3 Active Function of the Cochlea 119 7.4.4 The Inner Hair Cells 122 7.4.5 Cochlear Non-Linearities 122 7.5 Otoacoustic Emissions 123 7.6 Auditory Nerve 123 7.6.

1 Information Transmission using the Firing Rate 124 7.6.2 Phase Locking 126 7.7 Auditory Nervous System 127 7.7.1 Structure of the Auditory Pathway 127 7.7.2 Studying Brain Function 129 7.

8 Motivation for Building Computational Models of Hearing 130 Summary 131 Further Reading 131 References 131 8 The Approach and Methodology of Psychoacoustics 133 8.1 Sound Events versus Auditory Events 133 8.2 Psychophysical Functions 135 8.3 Generation of Sound Events 135 8.3.1 Synthesis of Sound Signals 136 8.3.2 Listening Set-up and Conditions 137 8.

3.3 Steering Attention to Certain Details of An Auditory Event 137 8.4 Selection of Subjects for Listening Tests 138 8.5 What are We Measuring? 138 8.5.1 Thresholds 138 8.5.2 Scales and Categorization of Percepts 140 8.

5.3 Numbering Scales in Listening Tests 141 8.6 Tasks for Subjects 141 8.7 Basic Psychoacoustic Test Methods 142 8.7.1 Method of Constant Stimuli 143 8.7.2 Method of Limits 143 8.

7.3 Method of Adjustment 143 8.7.4 Method of Tracking 144 8.7.5 Direct Scaling Methods 144 8.7.6 Adaptive Staircase Methods 144 8.

8 Descriptive Sensory Analysis 145 8.8.1 Verbal Elicitation 147 8.8.2 Non-Verbal Elicitation 148 8.8.3 Indirect Elicitation 148 8.9 Psychoacoustic Tests from the Point of View of Statistics 149 Summary 149 Further Reading 150 References 150 9 Basic Function of Hearing 153 9.

1 Effective Hearing Area 153 9.1.1 Equal Loudness Curves 155 9.1.2 Sound Level and its Measurement 156 9.2 Spectral Masking 156 9.2.1 Masking by Noise 157 9.

2.2 Masking by Pure Tones 159 9.2.3 Masking by Complex Tones 159 9.2.4 Other Masking Phenomena 161 9.3 Temporal Masking 161 9.4 Frequency Selectivity of Hearing 163 9.

4.1 Psychoacoustic Tuning Curves 164 9.4.2 ERB Bandwidths 166 9.4.3 Bark, ERB, and Greenwood Scales 167 Summary 169 Further Reading 169 References 169 10 Basic Psychoacoustic Quantities 171 10.1 Pitch 171 10.1.

1 Pitch Strength and Frequency Range 171 10.1.2 JND of Pitch 172 10.1.3 Pitch Perception versus Duration of Sound 173 10.1.4 Mel Scale 174 10.1.

5 Logarithmic Pitch Scale and Musical Scale 175 10.1.6 Detection Threshold of Pitch Change and Frequency Modulation 176 10.1.7 Pitch of Coloured Noise 176 10.1.8 Repetition Pitch 177 10.1.

9 Virtual Pitch 178 10.1.10 Pitch of Non-Harmonic Complex Sounds 178 10.1.11 Pitch Theories 178 10.1.12 Absolute Pitch 179 10.2 Loudness 179 10.

2.1 Loudness Determination Experiments 179 10.2.2 Loudness Level 180 10.2.3 Loudness of a Pure Tone 180 10.2.4 Loudness of Broadband Signals 182 10.

2.5 Excitation Pattern, Specific Loudness, and Loudness 183 10.2.6 Difference Threshold of Loudness 185 10.2.7 Loudness versus Duration of Sound 187 10.3 Timbre 188 10.3.

1 Timbre of Steady-State Sounds 189 10.3.2 Timbre of Sound Including Modulations 189 10.4 Subjective Duration of Sound 189 Summary 191 Further Reading 191 References 191 11 Further Analysis in Hearing 193 11.1 Sharpness 193 11.2 Detection of Modulation and Sound Onset 195 11.2.1 Fluctuation Strength 195 11.

2.2 Impulsiveness 197 11.3 Roughness 198 11.4 Tonality 200 11.5 Discrimination of Changes in Signal Magnitude and Phase Spectra 201 11.5.1 Adaptation to the Magnitude Spectrum 201 11.5.

2 Perception of Phase and Time Differences 202 11.6 Psychoacoustic Concepts and Music 206 11.6.1 Sensory Consonance and Dissonance 206 11.6.2 Intervals, Scales, and Tuning in Music 208 11.6.3 Rhythm, Tempo, Bar, and Measure 211 11.

7 Perceptual Organization of Sound 212 11.7.1 Segregation of Sound Sources 213 11.7.2 Sound Streaming and Auditory Scene Analysis 214 Summary 216 Further Reading 217 References 217 12 Spatial Hearing 219 12.1 Concepts and Definitions for Spatial Hearing 219 12.1.1 Basic Concepts 219 12.

1.2 Coordinate Systems for Spatial Hearing 221 12.2 Head-Related Acoustics 222 12.3 Localization Cues 226 12.3.1 Interaural Time Difference 227 12.3.2 Interaural Level Difference 228 12.

3.3 Interaural Coherence 231 12.3.4 Cues to Resolve the Direction on the Cone of Confusion 232 12.3.5 Interaction Between Spatial Hearing and Vision 234 12.4 Localization Accuracy 235 12.4.

1 Localization in the Horizontal Plane 235 12.4.2 Localization in the Median Plane 236 12.4.3 3D Localization 237 <.