AudioTranscription

Add subtitles to your video using machine learning!

Web 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.