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Transcriber
Batch video transcription on the desktop.
- Kind
- personal project
- Domain
- INTELLIGENCE

Overview
A desktop tool for transcribing video in batches. It runs faster-whisper on the GPU when one is available and falls back to CPU automatically when it is not, so the same build works on any machine.
It ships as a standalone Windows executable, which is the reason it exists — a local tool that does not require a Python environment or an upload.
Pipeline
- Video
- FFmpeg
- faster-whisper
- TXT · SRT · JSON
What it does
- 01Batch video transcription
- 02GPU-accelerated Whisper inference with automatic CPU fallback
- 03Keyword detection across transcripts
- 04Video preview alongside the transcript
- 05TXT, SRT and JSON export
- 06Standalone Windows builds via PyInstaller
Technologies
- Application
Python
PySide6
- Inference & media
faster-whisper
FFmpeg
- Distribution
PyInstaller