2011

Fundamentals of Speaker Recognition

Authors:

ISBN: 978-0-387-77591-3 (Print) 978-0-387-77592-0 (Online)

Table of contents (26 chapters)

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  1. Front Matter

    Pages i-lxi

  2. Basic Theory

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 3-42

      Introduction

    3. No Access

      Book Chapter

      Pages 43-73

      The Anatomy of Speech

    4. No Access

      Book Chapter

      Pages 75-105

      Signal Representation of Speech

    5. No Access

      Book Chapter

      Pages 107-141

      Phonetics and Phonology

    6. No Access

      Book Chapter

      Pages 143-204

      Signal Processing of Speech and Feature Extraction

    7. No Access

      Book Chapter

      Pages 205-263

      Probability Theory and Statistics

    8. No Access

      Book Chapter

      Pages 265-300

      Information Theory

    9. No Access

      Book Chapter

      Pages 301-311

      Metrics and Divergences

    10. No Access

      Book Chapter

      Pages 313-339

      Decision Theory

    11. No Access

      Book Chapter

      Pages 341-355

      Parameter Estimation

    12. No Access

      Book Chapter

      Pages 357-392

      Unsupervised Clustering and Learning

    13. No Access

      Book Chapter

      Pages 393-410

      Transformation

    14. No Access

      Book Chapter

      Pages 411-463

      Hidden Markov Modeling (HMM)

    15. No Access

      Book Chapter

      Pages 465-483

      Neural Networks

    16. No Access

      Book Chapter

      Pages 485-521

      Support Vector Machines

  3. Advanced Theory

    1. Front Matter

      Pages 523-523

    2. No Access

      Book Chapter

      Pages 525-541

      Speaker Modeling

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      Book Chapter

      Pages 543-559

      Speaker Recognition

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      Book Chapter

      Pages 561-586

      Signal Enhancement and Compensation

  4. Practice

    1. Front Matter

      Pages 587-587

    2. No Access

      Book Chapter

      Pages 589-594

      Evaluation and Representation of Results

    3. No Access

      Book Chapter

      Pages 595-600

      Time Lapse Effects (Case Study)

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