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)

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
CNN.ipynb		CNN.ipynb
Emo00-LSTM1.ipynb		Emo00-LSTM1.ipynb
Emo00-SVM.ipynb		Emo00-SVM.ipynb
Emo00_PCA.ipynb		Emo00_PCA.ipynb
README.md		README.md

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