My team's Machine Learning final group project about emotion classification web app to help newbie actors to act based on given scripts and emotions
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Updated
Jul 15, 2024 - Jupyter Notebook
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tess-dataset
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his is a Speech Emotion Recognition system that classifies emotions from speech samples using deep learning models. The project uses four datasets: CREMAD, RAVDESS, SAVEE, and TESS. The model achieves an accuracy of 96% by combining CNN, LSTM, and CLSTM architectures, along with data augmentation techniques and feature extraction methods.
machine-learning
deep-learning
cnn
lstm
human-computer-interaction
convolutional-lstm
clstm
speech-emotion-recognition
ravdess-dataset
speech-emotion-classification
tess-dataset
savee-dataset
crema-d-dataset
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Updated
Nov 22, 2024 - Jupyter Notebook
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