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@ -8,7 +8,7 @@ The COVID-19 datasets can be obtained through The University of Cambridge.
## How it works ## How it works
- clone repository - clone repository
- add data (see [Data](##data) section), so that the structure is the following: - add cough or speech dataset (dist folder) (see [Data](##data) section), so that the structure is the following:
``` ```
CovidSpeechChallenge CovidSpeechChallenge
|-- dist/ |-- dist/
@ -24,7 +24,8 @@ CovidSpeechChallenge
## About the code ## About the code
- The ```features/``` folder will contain the extracted features after running the feature extraction codes. These are not included in this repository to limit the storage. - The ```features/``` folder will contain the extracted features after running the feature extraction codes. These are not included in this repository to limit the storage.
- The ```results/``` contains a subfolder for each experiment with the final predictions for devel and test subset (saved as csv file) + plot of the normalized confusion matrix saved as jpg image (only for predictions test subset) - The ```results/``` contains a subfolder for each experiment with the final predictions for devel and test subset (saved as csv file) + plot of the normalized confusion matrix saved as jpg image (only for predictions test subset).
This folder of the repository contains the results for the speech audio data.
- The ```src/``` folder contains the python files for all feature extraction and SVMs - The ```src/``` folder contains the python files for all feature extraction and SVMs
- The ```vggish/``` folder contains the code necessary for VGGish and is downloaded from [https://modelzoo.co/model/audioset](https://modelzoo.co/model/audioset). - The ```vggish/``` folder contains the code necessary for VGGish and is downloaded from [https://modelzoo.co/model/audioset](https://modelzoo.co/model/audioset).
- Finally ```run_experiments.sh``` is a bash script that can be modified to only run parts of the experiments. - Finally ```run_experiments.sh``` is a bash script that can be modified to only run parts of the experiments.