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Convolutional Neural Network (CNN) functioning as a visual feature extractor and trained using raw speech information.

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figures

figures

 
 

AudioDataAugm.py

AudioDataAugm.py

 
 

Deep Visual Attributes vs. Hand-Crafted.pdf

Deep Visual Attributes vs. Hand-Crafted.pdf

 
 

Defining Training and Test set.ipynb

Defining Training and Test set.ipynb

 
 

SVM_classification.py

SVM_classification.py

 
 

crossValidation.py

crossValidation.py

 
 

data per emotion.ipynb

data per emotion.ipynb

 
 

reload_model.py

reload_model.py

 
 

train_model.py

train_model.py

 
 

trainingSet.py

trainingSet.py

 
 

visualize_layer_activation.py

visualize_layer_activation.py

 
 

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Convolutional Neural Network (CNN) functioning as a visual feature extractor and trained using raw speech information.

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cross-validation pyaudioanalysis cnn-keras data-augmentation audio-processing emotion-recognition
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