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In this project we classify negative audio emotions , data is combined between ( RAVDESS/ SAVEE/TESS and CREMA-D)

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siwar-lachiheb/audio-emotion-classification

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audio-emotion-classification

In this project we classify negative audio emotions , data is combined between ( RAVDESS/ SAVEE/TESS and CREMA-D)

After extracting features we perform PCA to reduce dimensions)

4 models were tested : CNN, LSTM, KNN and SVM

Best results were obtained with SVM

You can find the pretrained model in file 'finalized_model.sav' ( SVM version)

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