Self-Supervised Open-Set Speaker Recognition with Laguerre–Voronoi Descriptors

Self-Supervised Open-Set Speaker Recognition with Laguerre–Voronoi Descriptors

Speaker recognition is a challenging problem in behavioral biometrics that has been rigorously investigated over the last decade. Although numerous supervised closed-set systems inherit the power of deep neural networks, limited studies have been made on open-set speaker recognition. This paper prop...

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Bibliographic Details
Main Authors: Abu Quwsar Ohi, Marina L. Gavrilova
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Sensors
Subjects:
representation learning
self-supervised learning
deep neural network
Laguerre–Voronoi diagram
open-set speaker recognition
behavioral biometric
Online Access:https://www.mdpi.com/1424-8220/24/6/1996

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https://www.mdpi.com/1424-8220/24/6/1996

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