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AudioTranscription

Add subtitles to your video using machine learning!

tutorial-gif

Web App Streamlit App

Link to web application

Desktop Version

  1. Download repository: gh repo clone mathemusician/AudioTranscription

  2. Install python requirements (Tested mainly on Python 3.9.0): pip install -r requirements.txt

  3. Install ffmpeg

    Using Homebrew on Mac: brew install ffmpeg

    Windows: Install from https://ffmpeg.org/download.html

Implementation

The app can be split into three parts: 1) model 2) user interface 3) video-maker. For the model, I used a pytorch-lightning implementation of wav2vec2 to convert audio into text. For the user interface, I used streamlit. And for rendering the final video, I use ffmpeg.