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Longform Video Editor - YouTube Pipeline

Full pipeline for editing a YouTube long-form video: transcribe with Whisper, cut silences, sync dual cameras, compose 1920x1080 with PiP and captions, render with Remotion.

Longform Video Editor - YouTube Pipeline

Edit a YouTube long-form video using a fully local pipeline: Whisper transcription, silence cutting, dual-camera sync, and Remotion rendering. No paid editor or cloud service needed.

Pipeline overview

  1. Transcribe the raw footage with faster-whisper (local, CPU or GPU)
  2. Detect and cut silences and filler pauses
  3. Sync secondary camera (OBS/face-cam) to primary
  4. Compose 1920x1080 with PiP + auto-captions + zoom effects
  5. Render with Remotion

Requirements

  • Python 3.9+ with faster-whisper, ffmpeg, numpy
  • Node.js 18+ with Remotion
  • Primary camera footage (main.mp4) and optional face-cam (facecam.mp4)
  • At least 8GB RAM for 1080p rendering

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Longform Video Editor - YouTube Pipeline | Octelis