Discrete-Time Speech Signal Processing Principles and Practice

ISBN-10: 013242942X
ISBN-13: 9780132429429
Edition: 2002
List price: $105.00 Buy it from $18.14
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Description: For advanced upper level undergraduate courses and graduate level courses in speech signal processing in Electrical Engineering covering application areas of telecommunications, speech on the internet, biometric and recognition technology, audio and  More...

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Book details

List price: $105.00
Copyright year: 2002
Publisher: Prentice Hall PTR
Publication date: 10/29/2001
Binding: Hardcover
Pages: 816
Size: 7.50" wide x 9.50" long x 1.00" tall
Weight: 2.948
Language: English

For advanced upper level undergraduate courses and graduate level courses in speech signal processing in Electrical Engineering covering application areas of telecommunications, speech on the internet, biometric and recognition technology, audio and speech special effects in the music and entertainment industries, and speech and hearing science. It is also useful as a reference for speech signal researchers in a university, government, or industrial laboratory. This book provides an up-to-date, intensive introduction to the fundamental theory of discrete-time speech signal processing while presenting the state-of-the-art in speech processing research, its applications to speech modification and enhancement, speech coding, and speaker recognition, as well as areas for further advancement in the field.

Introduction
Discrete-Time Speech Signal Processing
The Speech Communication Pathway
Analysis/Synthesis Based on Speech Production and Perception
Applications
Outline of Book
A Discrete-Time Signal Processing Framework
Discrete-Time Signals
Discrete-Time Systems
Discrete-Time Fourier Transform
Uncertainty Principle
z-Transform
LTI Systems in the Frequency Domain
Properties of LTI Systems
Time-Varying Systems
Discrete-Fourier Transform
Conversion of Continuous Signals and Systems to Discrete Time
Production and Classification of Speech Sounds
Anatomy and Physiology of Speech Production
Spectrographic Analysis of Speech
Categorization of Speech Sounds
Prosody: The Melody of Speech
Speech Perception
Acoustics of Speech Production
Physics of Sound
Uniform Tube Model
A Discrete-Time Model Based on Tube Concatenation
Vocal Fold/Vocal Tract Interaction
Analysis and Synthesis of Pole-Zero Speech Models
Time-Dependent Processing
All-Pole Modeling of Deterministic Signals
Linear Prediction Analysis of Stochastic Speech Sounds
Criterion of Goodness
Synthesis Based on All-Pole Modeling
Pole-Zero Estimation
Decomposition of the Glottal Flow Derivative
Properties of Stochastic Processes
Random Processes
Ensemble Averages
Stationary Random Process
Time Averages
Power Density Spectrum
Derivation of the Lattice Filter in Linear Prediction Analysis
Homomorphic Signal Processing
Concept
Homomorphic Systems for Convolution
Complex Cepstrum of Speech-Like Sequences
Spectral Root Homomorphic Filtering
Short-Time Homomorphic Analysis of Periodic Sequences
Short-Time Speech Analysis
Analysis/Synthesis Structures
Contrasting Linear Prediction and Homomorphic Filtering
Short-Time Fourier Transform Analysis and Synthesis
Short-Time Analysis
Short-Time Synthesis
Short-Time Fourier Transform Magnitude
Signal Estimation from the Modified STFT or STFTM
Time-Scale Modification and Enhancement of Speech
FBS Method with Multiplicative Modification
Filter-Bank Analysis/Synthesis
Revisiting the FBS Method
Phase Vocoder
Phase Coherence in the Phase Vocoder
Constant-Q Analysis/Synthesis
Auditory Modeling
Sinusoidal Analysis/Synthesis
Sinusoidal Speech Model
Estimation of Sinewave Parameters
Synthesis
Source/Filter Phase Model
Additive Deterministic-Stochastic Model
Derivation of the Sinewave Model
Derivation of Optimal Cubic Phase Parameters
Frequency-Domain Pitch Estimation
A Correlation-Based Pitch Estimator
Pitch Estimation Based on a Comb Filter<170
Pitch Estimation Based on a Harmonic Sinewave Model
Glottal Pulse Onset Estimation
Multi-Band Pitch and Voicing Estimation
Nonlinear Measurement and Modeling Techniques
The STFT and Wavelet Transform Revisited
Bilinear Time-Frequency Distributions
Aeroacoustic Flow in the Vocal Tract
Instantaneous Teager Energy Operator
Speech Coding
Statistical Models of Speech
Scaler Quantization
Vector Quantization (VQ)
Frequency-Domain Coding
Model-Based Coding
LPC Residual Coding
Speech Enhancement
Introduction
Preliminaries
Wiener Filtering
Model-Based Processing
Enhancement Based on Auditory Masking
Stochastic-Theoretic parameter Estimation
Speaker Recognition
Introduction
Spectral Features for Speaker Recognition
Speaker Recognition Algorithms
Non-Spectral Features in Speaker Recognition
Signal Enhancement for the Mismatched Condition
Speaker Recognition from Coded Speech

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