Ensemble Learning With Attention-Integrated Convolutional Recurrent Neural Network for Imbalanced Speech Emotion Recognition

Ensemble Learning With Attention-Integrated Convolutional Recurrent Neural Network for Imbalanced Speech Emotion Recognition

This article addresses observation duplication and lack of whole picture problems for ensemble learning with the attention model integrated convolutional recurrent neural network (ACRNN) in imbalanced speech emotion recognition. Firstly, we introduce Bagging with ACRNN and the observation duplicatio...

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Bibliographic Details
Main Authors: Xusheng Ai, Victor S. Sheng, Wei Fang, Charles X. Ling, Chunhua Li
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Imbalance learning
ensemble learning
convolutional neural network
recurrent neural network
speech emotion recognition
Online Access:https://ieeexplore.ieee.org/document/9247946/

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