Speech emotion recognition using overlapping sliding window and Shapley additive explainable deep neural network

Speech emotion recognition using overlapping sliding window and Shapley additive explainable deep neural network

ABSTRACTSpeech emotion recognition (SER) has several applications, such as e-learning, human-computer interaction, customer service, and healthcare systems. Although researchers have investigated lots of techniques to improve the accuracy of SER, it has been challenging with feature extraction, clas...

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Bibliographic Details
Main Authors: Nhat Truong Pham, Sy Dzung Nguyen, Vu Song Thuy Nguyen, Bich Ngoc Hong Pham, Duc Ngoc Minh Dang
Format: Article
Language:English
Published: Taylor & Francis Group 2023-07-01
Series:Journal of Information and Telecommunication
Subjects:
Feature extraction
overlapping sliding window
pattern recognition network
SHAP analysis
speech emotion recognition
Online Access:https://www.tandfonline.com/doi/10.1080/24751839.2023.2187278

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