Word Error Rate (WER) Streamlit App

This is a simple Streamlit app that calculates the Word Error Rate (WER) between two strings both in individual and bulk modes. All results can be exported in CSV and JSON formats.

Installation

pip install -r requirements.txt

DevContainer

If you are using VSCode you can use the DevContainer to run the app in a containerized environment. Just open the project in VSCode and click on the green button at the bottom left corner of the screen.

Usage

Locally

streamlit run app.py

Containerised Web App

docker build -t wer-streamlit-app .
docker run -p 8501:8501 wer-streamlit-app

You can now access the app at http://localhost:8501

How to download and export Docker image to zip file

docker save -o wer-streamlit-app.tar wer-streamlit-app

Can take a while to export the image. File is around 2GB.

How to load Docker image from zip file

docker load -i wer-streamlit-app.tar

License

This project is licensed under the MIT License - see the LICENSE file for details.