Cross-Corpus Speech Emotion Recognition Based on Multi-Task Learning and Subdomain Adaptation

Cross-Corpus Speech Emotion Recognition Based on Multi-Task Learning and Subdomain Adaptation

To solve the problem of feature distribution discrepancy in cross-corpus speech emotion recognition tasks, this paper proposed an emotion recognition model based on multi-task learning and subdomain adaptation, which alleviates the impact on emotion recognition. Existing methods have shortcomings in...

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Bibliographic Details
Main Authors: Hongliang Fu, Zhihao Zhuang, Yang Wang, Chen Huang, Wenzhuo Duan
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Entropy
Subjects:
speech emotion recognition
multi-task learning
subdomain adaptation
feature distribution
Online Access:https://www.mdpi.com/1099-4300/25/1/124

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