A speech emotion recognition algorithm based on DN-ResNet11

A speech emotion recognition algorithm based on DN-ResNet11

To address the high complexity of network training and improve speech emotion feature extraction, a dual-branch feature extraction model based on DN-ResNet11 and a channel attention residual network (CRNet) was proposed. Firstly, the low-complexity DN-ResNet11 was designed to efficiently extract fus...

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Bibliographic Details
Main Authors: YING Na, ZOU Yujian, YANG Xueying, SUN Wensheng, YE Xueyi, JIANG Yinhe
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2025-06-01
Series:Dianxin kexue
Subjects:
emotion recognition
dual nested residual network
detail enhancement
weighted fusion
Online Access:http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2025042/
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http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2025042/

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