Time-Distributed Attention-Layered Convolution Neural Network with Ensemble Learning using Random Forest Classifier for Speech Emotion Recognition

Time-Distributed Attention-Layered Convolution Neural Network with Ensemble Learning using Random Forest Classifier for Speech Emotion Recognition

Speech Emotion Detection (SER) is a field of identifying human emotions from human speech utterances. Human speech utterances are a combination of linguistic and non-linguistic information. Nonlinguistic SER provides a generalized solution in human–computer interaction applications as it overcomes...

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Bibliographic Details
Main Authors: Yalamanchili Bhanusree, Samayamantula Srinivas Kumar, Anne Koteswara Rao
Format: Article
Language:English
Published: UUM Press 2023-01-01
Series:Journal of ICT
Subjects:
Ensemble classifiers
Random Forest
Speech Emotion Recognition
Human Computer Interaction
time-distributed layers
spatiotemporal features
Online Access:https://e-journal.uum.edu.my/index.php/jict/article/view/14982

Internet

https://e-journal.uum.edu.my/index.php/jict/article/view/14982

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