Class-GE2E: Speaker Verification Using Self-Attention and Transfer Learning with Loss Combination

Recent studies prove that speaker verification performance improves by employing an attention mechanism compared to using temporal and statistical pooling techniques. This paper proposes an advanced multi-head attention method, which utilizes a sorted vector of the frame-level features to consider a...

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Bibliographic Details
Main Authors: Ara Bae, Wooil Kim
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/11/6/893