Fundamentals of Speaker Recognition

• Κύριος συγγραφέας: Beigi, Homayoon (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Springer US, 2011.
• Έκδοση: 1.
• Θέματα: Engineering.; Coding theory.; Pattern recognition.; Biometrics (Biology).; Acoustics.; System safety.; Signal, Image and Speech Processing.; Biometrics.; Pattern Recognition.; Security Science and Technology.; Coding and Information Theory.

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...

Πίνακας περιεχομένων:

• 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.