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Speech Emotion Recognition with High Accuracy and Large Datasets using Convolutional Neural Networks

Publication Type : Conference Paper

Publisher : IEEE

Source : 2023 8th International Conference on Communication and Electronics Systems (ICCES)

Url : https://doi.org/10.1109/icces57224.2023.10192891

Campus : Chennai

School : School of Computing

Department : Computer Science and Engineering

Year : 2023

Abstract : Emotions are the best indicators of the actions of humans in advance. It is of great advantage in the current smart world. Prediction of these emotions can be able to sense the current mood of the driver and control the smart automobile accordingly and can be used in the case of chatting with customers using AI devices. This can be done by extracting the features including Mel-frequency cepstral coefficients (MFCCs) of the respective emotions and training the learning model using the classification algorithm Convolutional Neural Networks (CNN) and eventually the model can predict the emotion by comparing the newly retrieved features and the features of the training dataset and classify them accordingly.

Cite this Research Publication : Saranya G, Tamilvizhi T, Tharun S V, Surendran R, Speech Emotion Recognition with High Accuracy and Large Datasets using Convolutional Neural Networks, 2023 8th International Conference on Communication and Electronics Systems (ICCES), IEEE, 2023, https://doi.org/10.1109/icces57224.2023.10192891

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