Robust Speech Emotion Recognition Using CNN+LSTM Based on Stochastic Fractal Search Optimization Algorithm

Robust Speech Emotion Recognition Using CNN+LSTM Based on Stochastic Fractal Search Optimization Algorithm

One of the main challenges facing the current approaches of speech emotion recognition is the lack of a dataset large enough to train the currently available deep learning models properly. Therefore, this paper proposes a new data augmentation algorithm to enrich the speech emotions dataset with mor...

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Bibliographic Details
Main Authors: Abdelaziz A. Abdelhamid, El-Sayed M. El-Kenawy, Bandar Alotaibi, Ghada M. Amer, Mahmoud Y. Abdelkader, Abdelhameed Ibrahim, Marwa Metwally Eid
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Speech emotions
deep learning
stochastic fractal search optimization
guided whale optimization algorithm
Online Access:https://ieeexplore.ieee.org/document/9770097/

Internet

https://ieeexplore.ieee.org/document/9770097/

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