100% Self-Hosted • Faster-Whisper • Ollama • MediaPipe

Turn Long Podcasts Into Viral Short-Form Clips in Seconds

Paste any YouTube link. Our local AI transcribes audio, isolates viral hooks with Ollama, tracks faces with MediaPipe, and burns TikTok-styled captions. Zero external API fees.

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9:16 Vertical Crop 16:9 Landscape Mode Word Captions
01

High-Res Ingestion

Downloads 1080p stream with yt-dlp and extracts pristine 16kHz audio for Whisper.

02

Timestamp Transcription

Faster-Whisper runs locally with VAD filtering, generating sub-second word-level timestamps.

03

Ollama Viral Scoring

Local LLM evaluates emotional hooks, controversy, and punchy storytelling to pick 5-8 peak moments.

04

Face Crop & Burned ASS

MediaPipe keeps the speaker centered. Word-by-word highlighted captions are burned via FFmpeg.