Machine Learning for Speaker Recognition

Machine Learning for Speaker Recognition

Mak, Man-Wai; Chien, Jen-Tzung

Cambridge University Press

11/2020

334

Dura

Inglês

9781108428125

15 a 20 dias

760

Descrição não disponível.
Part I. Fundamental Theories: 1. Introduction; 2. Learning algorithms; 3. Machine learning models; Part II. Advanced Studies: 4. Deep learning models; 5. Robust speaker verification; 6. Domain adaptation; 7. Dimension reduction and data augmentation; 8. Future direction; Index.
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Speaker recognition; statistical learning; Gaussian mixture model; support vector machine; factor analysis; probabilistic linear discriminant analysis; i-vectors; deep learning; domain adaptation; varational Bayes