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.
You can view the notebook here.
- Python 3
- Tensorflow
Simply open a new terminal in the directory and type:
> jupyter notebook- F. Strohm - StrohmFn
- C. Tasci - StraysWonderland