Improving CNN-based solutions for emotion recognition using evolutionary algorithms

Improving CNN-based solutions for emotion recognition using evolutionary algorithms

AI-based approaches, especially deep learning have made remarkable achievements in Speech Emotion Recognition (SER). Needless to say, Convolutional Neural Networks (CNNs) have been the backbone of many of these solutions. Although the use of CNNs have resulted in high performing models, building the...

Full description

Bibliographic Details
Main Authors: Parsa Mohammadrezaei, Mohammad Aminan, Mohammad Soltanian, Keivan Borna
Format: Article
Language:English
Published: Elsevier 2023-05-01
Series:Results in Applied Mathematics
Subjects:
Convolutional Neural Networks
Deep learning
Genetic algorithms
Evolutionary optimization
Online Access:http://www.sciencedirect.com/science/article/pii/S2590037423000067

Similar Items

Similar Items