Deep Emotion Sense
CNN for language-independent emotion prediction on a dataset of English and French speech samples.
Install / Use
npx skills add kaplanan/deep-emotion-senseInstalls into whichever agent you are using.
README
deep-emotion-sense
Convolutional neural network to predict language-independent emotion on a dataset of English and French speech.
This model is trained on a merged dataset of natural speech with data provided by IEMOCAP for english speech samples and Recola for french speech samples.
The implementation is a basis for a research paper on comparison on different optimization algorithms and activation functions.
Getting Started
You can view the notebook here.
Run the notebook
Prerequisites
- Python 3
- Tensorflow
Starting the notebook
Simply open a new terminal in the directory and type:
> jupyter notebook
Built With
Contributors
- F. Strohm - StrohmFn
- C. Tasci - StraysWonderland
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