Hybrid LSTM–Attention and CNN Model for Enhanced Speech Emotion Recognition

Hybrid LSTM–Attention and CNN Model for Enhanced Speech Emotion Recognition

Emotion recognition is crucial for enhancing human–machine interactions by establishing a foundation for AI systems that integrate cognitive and emotional understanding, bridging the gap between machine functions and human emotions. Even though deep learning algorithms are actively used in this fiel...

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Bibliographic Details
Main Authors: Fazliddin Makhmudov, Alpamis Kutlimuratov, Young-Im Cho
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Applied Sciences
Subjects:
CNN
speech emotion recognition
LSTM
attention mechanism
Online Access:https://www.mdpi.com/2076-3417/14/23/11342
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