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marcogdepinto / emotion-classification-from-audio-files

Understanding emotions from audio files using neural networks and multiple datasets.
GNU General Public License v3.0
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Overfitting except if you run it only in Ravdess_Music #12

Closed hellfireworld closed 4 years ago

hellfireworld commented 4 years ago

Very good work but I managed to obtain almost the same accuracy and loss only if I run the code in Ravdess_Music without Ravdess_Speech ! Else If I run it in both I get overfitting. The model has very good accuracy and loss and poor val_accuracy and val_loss

marcogdepinto commented 4 years ago

Hi, this model is built only to solve this problem, predicting emotions on the RAVDESS dataset. Overfitting is correct in this case because is what I wanted to achieve. If you want a more generalized model, feel free to reduce the number of layers in the neural network and/or remove/add different training data. This is not an issue but expected behaviour, hence I am resolving the issue.