Deep CNNs With Self-Attention for Speaker Identification

Most current works on speaker identification are based on i-vector methods; however, there is a marked shift from the traditional i-vector to deep learning methods, especially in the form of convolutional neural networks (CNNs). Rather than designing features and a subsequent individual classificati...

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Bibliographic Details
Main Authors: Nguyen Nang An, Nguyen Quang Thanh, Yanbing Liu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8721628/