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Deep Learning-Based Speech Emotion Recognition:Leveraging Diverse Datasets and Augmentation Techniques for Robust Modeling

Ayush Porwal Praveen Kumar Tyagi Ajay Sharma Dheeraj Kumar Agarwal

哈尔滨工业大学学报（英文版）2025，Vol.32Issue(3)：54-65,12.

哈尔滨工业大学学报（英文版）2025，Vol.32Issue(3)：54-65,12.DOI:10.11916/j.issn.1005-9113.2024005

Deep Learning-Based Speech Emotion Recognition:Leveraging Diverse Datasets and Augmentation Techniques for Robust Modeling

Ayush Porwal ¹Praveen Kumar Tyagi ²Ajay Sharma ³Dheeraj Kumar Agarwal²

作者信息

1. Department of Electronics and Instrumentation Engineering,Shri G.S.Institute of Technology and Science,Indore 452001,Madhya Pradesh,India
2. Department of Electronics and Communication Engineering,Maulana Azad National Institute of Technology,Bhopal 462003,Madhya Pradesh,India
3. School of Computing Science and Engineering,VIT Bhopal University,Sehore 466114,Madhya Pradesh,India
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摘要

关键词

voice signal/emotion recognition/deep learning/CNN

Key words

voice signal/emotion recognition/deep learning/CNN

分类

电子信息工程

引用本文复制引用

Ayush Porwal,Praveen Kumar Tyagi,Ajay Sharma,Dheeraj Kumar Agarwal..Deep Learning-Based Speech Emotion Recognition:Leveraging Diverse Datasets and Augmentation Techniques for Robust Modeling[J].哈尔滨工业大学学报（英文版）,2025,32(3):54-65,12.

哈尔滨工业大学学报（英文版）

ISSN：1005-9113

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