├── .DS_Store ├── .gitignore ├── 1-Initial_CNN_Model.ipynb ├── 2-Copy1. Data_Augmentation.ipynb ├── 3. Transfer_Learning - Initial_Model.ipynb ├── 4. Transfer_Learning - Data_Augmentation.ipynb ├── README.md ├── Saved_Models ├── best_initial_model.hdf5 ├── best_model.h5 ├── best_model_weights.h5 └── face_detector.h15 │ ├── saved_model.pb │ └── variables │ ├── variables.data-00000-of-00001 │ └── variables.index └── Uploads ├── .DS_Store ├── EDA_Photos ├── MelSpec_FemaleCalm.png ├── MelSpec_FemaleFearful.png ├── MelSpec_FemaleSad.png ├── MelSpec_FemaleSurprised.png ├── MelSpec_MaleAngry.png ├── MelSpec_MaleDisgust.png ├── MelSpec_MaleHappy.png ├── MelSpec_MaleNeutral.png ├── Waveplot_FemaleCalm.png ├── Waveplot_FemaleFearful.png ├── Waveplot_FemaleSad.png ├── Waveplot_FemaleSurprised.png ├── Waveplot_MaleAngry.png ├── Waveplot_MaleDisgust.png ├── Waveplot_MaleHappy.png ├── Waveplot_MaleNeutral.png ├── Waveplot_MaleSad.png ├── Waveplot_MaleSadNoise.png ├── Waveplot_MaleSadSpeedPitch.png └── Waveplot_MaleSadStretch.png ├── Initial_&_Augmented_Model_Photos ├── .DS_Store ├── Augmented_Model_Accuracy.png ├── Augmented_Model_Confusion_Matrix.png ├── Augmented_Model_Loss.png ├── Augmented_Model_Metric.png ├── Initial_Model_Accuracy.png ├── Initial_Model_Confusion_Matrix.png ├── Initial_Model_Metric.png └── Initial_Model_loss.png ├── audio.csv └── ipd.Audio Files ├── FemaleCalm.wav ├── FemaleFearful.wav ├── FemaleSad.wav ├── FemaleSurprised.wav ├── MaleAngry.wav ├── MaleDisgust.wav ├── MaleHappy.wav ├── MaleNeutral.wav ├── MaleSadNoise.wav ├── MaleSadOriginal.wav ├── MaleSadSpeedPitch.wav └── MaleSadStretch.wav /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkosaka1/Speech_Emotion_Recognition/HEAD/.DS_Store -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkosaka1/Speech_Emotion_Recognition/HEAD/.gitignore -------------------------------------------------------------------------------- /1-Initial_CNN_Model.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkosaka1/Speech_Emotion_Recognition/HEAD/1-Initial_CNN_Model.ipynb -------------------------------------------------------------------------------- /2-Copy1. 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