DS-GAU: Dual-sequences gated attention unit architecture for text-independent speaker verification

DS-GAU: Dual-sequences gated attention unit architecture for text-independent speaker verification

Text-independent speaker verification provides people identified from their voice characteristics. In this paper, we propose a new method, Dual-Sequences Gate Attention Unit to improve the accuracy of a massive speaker verification system. Dual-Sequences Gate Attention Unit is based on the Gated Dua...

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Bibliographic Details
Main Authors: Tsung-Han Tsai, Tran Dang Khoa
Format: Article
Language:English
Published: Elsevier 2023-09-01
Series:Machine Learning with Applications
Subjects:
Speaker verification
Attention mechanism
TDNN
TDNN-GRU
DNN
x-vectors
Online Access:http://www.sciencedirect.com/science/article/pii/S2666827023000221

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http://www.sciencedirect.com/science/article/pii/S2666827023000221

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