Transcript-Based Video Editing Workflow

A step-by-step workflow for editing interview-heavy and talking-head video content using AI transcription and transcript-based rough cut assembly — compressing hours of traditional rough editing into minutes.

Syntax

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Step 1: Import footage
Import all footage into Descript, Adobe Premiere (with AI transcription), or similar tool.

Step 2: Generate transcript
AI transcription accuracy: 90-95% for clear audio. Improve with speaker voice training.

Step 3: Edit the transcript
- Read through the full transcript
- Delete filler words, repetitions, and off-message content
- Mark section boundaries for chapter/segment structure

Step 4: Export rough cut
Tool removes corresponding footage for deleted transcript segments.
Export to primary editing environment.

Step 5: Creative editing
- Pacing and rhythm (human judgment)
- B-roll selection and placement
- Music selection and audio mix
- Color grading
- Titles and graphics

Example

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Project: 8-minute testimonial video for SaaS company. 45 minutes of interview footage.

Traditional workflow: 4-5 hours rough assembly, 3-4 hours fine cut, 2 hours polish = ~10 hours.

AI-assisted workflow:
- Import and transcription: 15 minutes
- Transcript editing (rough cut): 45 minutes
- Export to Premiere: 10 minutes
- Creative editing (pacing, b-roll, music, color): 3 hours
- Total: ~4.5 hours

Time saving: ~55% reduction. Savings concentrated in production work; creative work unchanged.