A free Windows app — edit video by clicking words in a transcript.
YourVideo_edited.mp4.
WordCut started as a Python learning experiment — pywebview for the UI, Whisper for transcription, FFmpeg for the cuts. It grew into something I wanted to share: a free, standalone Windows app with no subscription and no account.
Load a local MP4 or paste a YouTube URL. The app estimates transcription time, shows progress while it works, and lets you cancel if you change your mind. Your original file stays untouched.
Source code and build instructions live on GitHub. Download the release zip, unzip, run WordCut.exe. That is it.