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Machine Learning for Speaker Recognition
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Artikel-Nr:
9781108428125
Veröffentl:
2021
Erscheinungsdatum:
07.01.2021
Seiten:
334
Autor:
Man-Wai Mak
Gewicht:
771 g
Format:
249x196x18 mm
Sprache:
Englisch
Beschreibung:
Man-Wai Mak is Associate Professor of Department of Electronic and Information Engineering at The Hong Kong Polytechnic University.
Learn fundamental and advanced machine learning techniques for robust speaker recognition and domain adaptation with this useful toolkit.
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.