Fundamentals of Speaker Recognition

Fundamentals of Speaker Recognition

Homayoon Beigi

190,65 €
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Editorial:
Springer Nature B.V.
Año de edición:
2011
ISBN:
9780387775913

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Sobre IBD

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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