Explore Long-Range Context Features for Speaker Verification

Explore Long-Range Context Features for Speaker Verification

Multi-scale context information, especially long-range dependency, has shown to be beneficial for speaker verification (SV) tasks. In this paper, we propose three methods to systematically explore long-range context SV feature extraction based on ResNet and analyze their complementarity. Firstly, th...

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Bibliographic Details
Main Authors: Zhuo Li, Zhenduo Zhao, Wenchao Wang, Pengyuan Zhang, Qingwei Zhao
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Applied Sciences
Subjects:
speaker verification
long-range dependencies
hierarchical-split block
cross convolution
depthwise separable self-attention module
Online Access:https://www.mdpi.com/2076-3417/13/3/1340

Internet

https://www.mdpi.com/2076-3417/13/3/1340

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