Fundamentals of Speaker Recognition

An emerging technology, Speaker Recognition is becoming well-known for providing voice authentication over the telephone for helpdesks, call centres and other enterprise businesses for business process automation. "Fundamentals of Speaker Recognition" introduces Speaker Identification, Spe...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Beigi, Homayoon (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer US : Imprint: Springer, 2011.
Edición:1st ed. 2011.
Temas:
Signal processing.
Biometric identification.
Pattern recognition systems.
Security systems.
Coding theory.
Information theory.
Acoustics.
Signal, Speech and Image Processing .
Biometrics.
Automated Pattern Recognition.
Security Science and Technology.
Coding and Information Theory.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Preface
  • Basic Theory
  • Introduction
  • Speaker and Vocal Tract Modeling
  • Signal Processing and Feature Extraction Techniques
  • Data Representation and Probability Distributions
  • Information Theory
  • Metrics and Distortion Measures Bayesian Learning and Gaussian Mixture Modeling
  • Parameter Estimation and Learning
  • Hidden Markov Modeling (HMM)
  • Support Vector Machines
  • Neural Networks
  • Advanced Theory
  • Speaker Modeling
  • Algorithms
  • Practice
  • Speaker Recognition
  • Overall Design
  • Representation of Results.- Glossary
  • Index.

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