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Discrete-Time Processing of Speech Signals

Cover Image Copyright Year: 2000
Author(s): John R. Deller; John H. L. Hansen; John G. Proakis
Publisher: Wiley-IEEE Press
Content Type : Books & eBooks
Topics: Signal Processing & Analysis
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Abstract

Commercial applications of speech processing and recognition are fast becoming a growth industry that will shape the next decade. Now students and practicing engineers of signal processing can find in a single volume the fundamentals essential to understanding this rapidly developing field. IEEE Press is pleased to publish a classic reissue of Discrete-Time Processing of Speech Signals. Specially featured in this reissue is the addition of valuable World Wide Web links to the latest speech data references. This landmark book offers a balanced discussion of both the mathematical theory of digital speech signal processing and critical contemporary applications. The authors provide a comprehensive view of all major modern speech processing areas: speech production physiology and modeling, signal analysis techniques, coding, enhancement, quality assessment, and recognition. You will learn the principles needed to understand advanced technologies in speech processing -- from speech coding for communications systems to biomedical applications of speech analysis and recognition. Ideal for self-study or as a course text, this far-reaching reference book offers an extensive historical context for concepts under discussion, end-of-chapter problems, and practical algorithms. Discrete-Time Processing of Speech Signals is the definitive resource for students, engineers, and scientists in the speech processing field. An Instructor's Manual presenting detailed solutions to all the problems in the book is available upon request from the Wiley Makerting Department.

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      Frontmatter

      Page(s): i - xxiv
      Copyright Year: 2000

      Wiley-IEEE Press eBook Chapters

      The prelims comprise:
      Half Title
      IEEE Press Board page
      Title
      Copyright
      Dedications
      Contents
      Preface to the IEEE Edition
      Preface
      Acronyms and Abbreviations View full abstract»

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      Signal Processing Background

      Page(s): 1
      Copyright Year: 2000

      Wiley-IEEE Press eBook Chapters

      Commercial applications of speech processing and recognition are fast becoming a growth industry that will shape the next decade. Now students and practicing engineers of signal processing can find in a single volume the fundamentals essential to understanding this rapidly developing field. IEEE Press is pleased to publish a classic reissue of Discrete-Time Processing of Speech Signals. Specially featured in this reissue is the addition of valuable World Wide Web links to the latest speech data references. This landmark book offers a balanced discussion of both the mathematical theory of digital speech signal processing and critical contemporary applications. The authors provide a comprehensive view of all major modern speech processing areas: speech production physiology and modeling, signal analysis techniques, coding, enhancement, quality assessment, and recognition. You will learn the principles needed to understand advanced technologies in speech processing -- from speech coding for communications systems to biomedical applications of speech analysis and recognition. Ideal for self-study or as a course text, this far-reaching reference book offers an extensive historical context for concepts under discussion, end-of-chapter problems, and practical algorithms. Discrete-Time Processing of Speech Signals is the definitive resource for students, engineers, and scientists in the speech processing field. An Instructor's Manual presenting detailed solutions to all the problems in the book is available upon request from the Wiley Makerting Department. View full abstract»

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      Propaedeutic

      Page(s): 2 - 95
      Copyright Year: 2000

      Wiley-IEEE Press eBook Chapters

      This chapter contains sections titled: Preamble
      Review of DSP Concepts and Notation
      Review of Probability and Stochastic Processes
      Topics in Statistical Pattern Recognition
      Information and Entropy
      Phasors and Steady-State Solutions
      Onward to Speech Processing
      Problems
      Example Textbooks on Digital Signal Processing
      Example Textbooks on Stachastic Processes
      Example Textbooks on Statistical Pattern Recognition
      Example Textbooks on Information Theory
      Other Resources on Speech Processing
      Example Textbooks on Speech and Hearing Sciences
      Other Resources on Artificial Neural Networks

      This chapter contains sections titled: Appendices: Supplemental Bibliography

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      Speech Production and Modeling

      Page(s): 97
      Copyright Year: 2000

      Wiley-IEEE Press eBook Chapters

      Commercial applications of speech processing and recognition are fast becoming a growth industry that will shape the next decade. Now students and practicing engineers of signal processing can find in a single volume the fundamentals essential to understanding this rapidly developing field. IEEE Press is pleased to publish a classic reissue of Discrete-Time Processing of Speech Signals. Specially featured in this reissue is the addition of valuable World Wide Web links to the latest speech data references. This landmark book offers a balanced discussion of both the mathematical theory of digital speech signal processing and critical contemporary applications. The authors provide a comprehensive view of all major modern speech processing areas: speech production physiology and modeling, signal analysis techniques, coding, enhancement, quality assessment, and recognition. You will learn the principles needed to understand advanced technologies in speech processing -- from speech coding for communications systems to biomedical applications of speech analysis and recognition. Ideal for self-study or as a course text, this far-reaching reference book offers an extensive historical context for concepts under discussion, end-of-chapter problems, and practical algorithms. Discrete-Time Processing of Speech Signals is the definitive resource for students, engineers, and scientists in the speech processing field. An Instructor's Manual presenting detailed solutions to all the problems in the book is available upon request from the Wiley Makerting Department. View full abstract»

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      Fundamentals of Speech Science

      Page(s): 99 - 150
      Copyright Year: 2000

      Wiley-IEEE Press eBook Chapters

      This chapter contains sections titled: Preamble
      Speech Communication
      Anatomy and Physiology of the Speech Production System
      Phonemics and Phonetics
      Conclusions
      Problems

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      Modeling Speech Production

      Page(s): 151 - 221
      Copyright Year: 2000

      Wiley-IEEE Press eBook Chapters

      This chapter contains sections titled: Preamble
      Acoustic Theory of Speech Production
      Discrete-Time Modeling
      Conclusions
      Problems
      Single Lossless Tube Analysis
      Two-Tube Lossless Model of the Vocal Tract
      Fast Discrete-Time Transfer function Calculation

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      Analysis Techniques

      Page(s): 223
      Copyright Year: 2000

      Wiley-IEEE Press eBook Chapters

      Commercial applications of speech processing and recognition are fast becoming a growth industry that will shape the next decade. Now students and practicing engineers of signal processing can find in a single volume the fundamentals essential to understanding this rapidly developing field. IEEE Press is pleased to publish a classic reissue of Discrete-Time Processing of Speech Signals. Specially featured in this reissue is the addition of valuable World Wide Web links to the latest speech data references. This landmark book offers a balanced discussion of both the mathematical theory of digital speech signal processing and critical contemporary applications. The authors provide a comprehensive view of all major modern speech processing areas: speech production physiology and modeling, signal analysis techniques, coding, enhancement, quality assessment, and recognition. You will learn the principles needed to understand advanced technologies in speech processing -- from speech coding for communications systems to biomedical applications of speech analysis and recognition. Ideal for self-study or as a course text, this far-reaching reference book offers an extensive historical context for concepts under discussion, end-of-chapter problems, and practical algorithms. Discrete-Time Processing of Speech Signals is the definitive resource for students, engineers, and scientists in the speech processing field. An Instructor's Manual presenting detailed solutions to all the problems in the book is available upon request from the Wiley Makerting Department. View full abstract»

    • Full text access may be available. Click article title to sign in or learn about subscription options.

      ShortTerm Processing of Speech

      Page(s): 225 - 265
      Copyright Year: 2000

      Wiley-IEEE Press eBook Chapters

      This chapter contains sections titled: Introduction
      Short-Term Measures from Long-Term Concepts
      Example Short-Term Features and Applications
      Conclusions
      Problems

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      Linear Prediction Analysis

      Page(s): 266 - 351
      Copyright Year: 2000

      Wiley-IEEE Press eBook Chapters

      This chapter contains sections titled: Preamble
      Long-Term LP Analysis by System Identification
      How Good Is the LP Model?
      Short-Term LP Analysis
      Alternative Representations of the LP Coefficients
      Applications of LP in Speech Analysis
      Conclusions
      Problems
      Proof of Theorem 5.1
      The Orthogonality Principle

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      Cepstral Analysis

      Page(s): 352 - 405
      Copyright Year: 2000

      Wiley-IEEE Press eBook Chapters

      This chapter contains sections titled: Introduction
      ¿Real¿ Cepstrum
      Complex Cepstrum
      A Critical Analysis of the Cepstrum and Conclusions
      Problems

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      Coding, Enhancement and Quality Assessment

      Page(s): 407
      Copyright Year: 2000

      Wiley-IEEE Press eBook Chapters

      Commercial applications of speech processing and recognition are fast becoming a growth industry that will shape the next decade. Now students and practicing engineers of signal processing can find in a single volume the fundamentals essential to understanding this rapidly developing field. IEEE Press is pleased to publish a classic reissue of Discrete-Time Processing of Speech Signals. Specially featured in this reissue is the addition of valuable World Wide Web links to the latest speech data references. This landmark book offers a balanced discussion of both the mathematical theory of digital speech signal processing and critical contemporary applications. The authors provide a comprehensive view of all major modern speech processing areas: speech production physiology and modeling, signal analysis techniques, coding, enhancement, quality assessment, and recognition. You will learn the principles needed to understand advanced technologies in speech processing -- from speech coding for communications systems to biomedical applications of speech analysis and recognition. Ideal for self-study or as a course text, this far-reaching reference book offers an extensive historical context for concepts under discussion, end-of-chapter problems, and practical algorithms. Discrete-Time Processing of Speech Signals is the definitive resource for students, engineers, and scientists in the speech processing field. An Instructor's Manual presenting detailed solutions to all the problems in the book is available upon request from the Wiley Makerting Department. View full abstract»

    • Full text access may be available. Click article title to sign in or learn about subscription options.

      Speech Coding and Synthesis

      Page(s): 409 - 500
      Copyright Year: 2000

      Wiley-IEEE Press eBook Chapters

      This chapter contains sections titled: Introduction
      Optimum Scalar and Vector Quantization
      Waveform Coding
      Vocoders
      Measuring the Quality of Speech Compression Techniques
      Conclusions
      Problems
      Quadrature Mirror Filters

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      Speech Enhancement

      Page(s): 501 - 567
      Copyright Year: 2000

      Wiley-IEEE Press eBook Chapters

      This chapter contains sections titled: Introduction
      Classification of Speech Enhancement Methods
      Short-Term Spectral Amplitude Techniques
      Speech Modeling and Wiener Filtering
      Adaptive Noise Canceling
      Systems Based on Fundamental Frequency Tracking
      Performance Evaluation
      Conclusions
      Problems
      The INTEL System
      Addressing Cross-Talk in Dual-Channel ANC

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      Speech Quality Assessment

      Page(s): 568 - 597
      Copyright Year: 2000

      Wiley-IEEE Press eBook Chapters

      This chapter contains sections titled: Introduction
      Subjective Quality Measures
      Objective Quality Measures
      Objective Versus Subjective Measures
      Problems

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      Recognition

      Page(s): 599
      Copyright Year: 2000

      Wiley-IEEE Press eBook Chapters

      Commercial applications of speech processing and recognition are fast becoming a growth industry that will shape the next decade. Now students and practicing engineers of signal processing can find in a single volume the fundamentals essential to understanding this rapidly developing field. IEEE Press is pleased to publish a classic reissue of Discrete-Time Processing of Speech Signals. Specially featured in this reissue is the addition of valuable World Wide Web links to the latest speech data references. This landmark book offers a balanced discussion of both the mathematical theory of digital speech signal processing and critical contemporary applications. The authors provide a comprehensive view of all major modern speech processing areas: speech production physiology and modeling, signal analysis techniques, coding, enhancement, quality assessment, and recognition. You will learn the principles needed to understand advanced technologies in speech processing -- from speech coding for communications systems to biomedical applications of speech analysis and recognition. Ideal for self-study or as a course text, this far-reaching reference book offers an extensive historical context for concepts under discussion, end-of-chapter problems, and practical algorithms. Discrete-Time Processing of Speech Signals is the definitive resource for students, engineers, and scientists in the speech processing field. An Instructor's Manual presenting detailed solutions to all the problems in the book is available upon request from the Wiley Makerting Department. View full abstract»

    • Full text access may be available. Click article title to sign in or learn about subscription options.

      The Speech Recognition Problem

      Page(s): 601 - 622
      Copyright Year: 2000

      Wiley-IEEE Press eBook Chapters

      This chapter contains sections titled: Introduction
      The ¿Dimensions of Difficulty¿
      Related Problems and Approaches
      Conclusions
      Problems

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      Dynamic Time Warping

      Page(s): 623 - 676
      Copyright Year: 2000

      Wiley-IEEE Press eBook Chapters

      This chapter contains sections titled: Introduction
      Dynamic Programming
      Dynamic Time Warping Applied to IWR
      DTW Applied to CSR
      Training Issues in DTW Algorithms
      Conclusions
      Problems

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      The Hidden Markov Model

      Page(s): 677 - 744
      Copyright Year: 2000

      Wiley-IEEE Press eBook Chapters

      This chapter contains sections titled: Introduction
      Theoretical Developments
      Practical Issues
      First View of Recognition Systems Based on HMMs
      Problems

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      Language Modeling

      Page(s): 745 - 804
      Copyright Year: 2000

      Wiley-IEEE Press eBook Chapters

      This chapter contains sections titled: Introduction
      Formal Tools for Linguistic Processing
      HMMs, Finite State Automata, and Regular Grammars
      A ¿Bottom-Up¿ Parsing Example
      Principles of ¿Top-Down¿ Recognizers
      Other Language Models
      IWR As ¿CSR¿
      Standard Databases for Speech Recognition Research
      A Survey of Language-Model-Based Systems

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      The Artificial Neural Network

      Page(s): 805 - 849
      Copyright Year: 2000

      Wiley-IEEE Press eBook Chapters

      This chapter contains sections titled: Introduction
      The Artificial Neuron
      Network Principles and Paradigms
      Applications of ANNs in Speech Recognition
      Conclusions
      Problems

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      Bibliography

      Page(s): 851 - 897
      Copyright Year: 2000

      Wiley-IEEE Press eBook Chapters

      Commercial applications of speech processing and recognition are fast becoming a growth industry that will shape the next decade. Now students and practicing engineers of signal processing can find in a single volume the fundamentals essential to understanding this rapidly developing field. IEEE Press is pleased to publish a classic reissue of Discrete-Time Processing of Speech Signals. Specially featured in this reissue is the addition of valuable World Wide Web links to the latest speech data references. This landmark book offers a balanced discussion of both the mathematical theory of digital speech signal processing and critical contemporary applications. The authors provide a comprehensive view of all major modern speech processing areas: speech production physiology and modeling, signal analysis techniques, coding, enhancement, quality assessment, and recognition. You will learn the principles needed to understand advanced technologies in speech processing -- from speech coding for communications systems to biomedical applications of speech analysis and recognition. Ideal for self-study or as a course text, this far-reaching reference book offers an extensive historical context for concepts under discussion, end-of-chapter problems, and practical algorithms. Discrete-Time Processing of Speech Signals is the definitive resource for students, engineers, and scientists in the speech processing field. An Instructor's Manual presenting detailed solutions to all the problems in the book is available upon request from the Wiley Makerting Department. View full abstract»

    • Full text access may be available. Click article title to sign in or learn about subscription options.

      Index

      Page(s): 899 - 908
      Copyright Year: 2000

      Wiley-IEEE Press eBook Chapters

      Commercial applications of speech processing and recognition are fast becoming a growth industry that will shape the next decade. Now students and practicing engineers of signal processing can find in a single volume the fundamentals essential to understanding this rapidly developing field. IEEE Press is pleased to publish a classic reissue of Discrete-Time Processing of Speech Signals. Specially featured in this reissue is the addition of valuable World Wide Web links to the latest speech data references. This landmark book offers a balanced discussion of both the mathematical theory of digital speech signal processing and critical contemporary applications. The authors provide a comprehensive view of all major modern speech processing areas: speech production physiology and modeling, signal analysis techniques, coding, enhancement, quality assessment, and recognition. You will learn the principles needed to understand advanced technologies in speech processing -- from speech coding for communications systems to biomedical applications of speech analysis and recognition. Ideal for self-study or as a course text, this far-reaching reference book offers an extensive historical context for concepts under discussion, end-of-chapter problems, and practical algorithms. Discrete-Time Processing of Speech Signals is the definitive resource for students, engineers, and scientists in the speech processing field. An Instructor's Manual presenting detailed solutions to all the problems in the book is available upon request from the Wiley Makerting Department. View full abstract»