Trusted Transcription

Paste a Whisper transcript, see the confident lies flagged. The detectors run in your browser through Pyodide; nothing is uploaded anywhere.

Transcript JSON — {"segments": [{"start", "end", "text"}], "metadata": {…}}, the shape Whisper's verbose output maps to

Flags

Load a sample or paste a transcript, then press Detect.

Segments

Every detector here was learned in production, measured against a control, and shipped. Source, the architecture decisions and the dead ends · pip install -e . gives the same detectors as a command line · MIT, Guillain d'Erceville.