VGG Emotion Classifier

Attempt to use a pretrained VGG model as described here to train a classifier using the RAVDESS emotion dataset.

Setup

1. Download the pretrained VGG model from here
2. Move the VGG model into ./pretrained_models/
3. Download the RAVDESS speech dataset from here
4. Extract the zip into ./data
5. Install conda
6. Install dependencies: conda env create -f environment.yml
7. Activate environment: source activate vggec
8. Run jupyter: jupyter notebook

Project Structure

Notebooks with the relevant code can be found in experiments