Man-Wai Mak, Jen-Tzung Chien

Machine Learning for Speaker Recognition

• Gebundenes Buch

Produktbeschreibung

Learn fundamental and advanced machine learning techniques for robust speaker recognition and domain adaptation with this useful toolkit.

Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 334
• Erscheinungstermin: 7. Januar 2021
• Englisch
• Abmessung: 249mm x 196mm x 18mm
• Gewicht: 771g
• ISBN-13: 9781108428125
• ISBN-10: 1108428126
• Artikelnr.: 58734581

Autorenporträt

Man-Wai Mak is Associate Professor of Department of Electronic and Information Engineering at The Hong Kong Polytechnic University.

Inhaltsangabe

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.