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Turn video content into a narrated summary clip

Extract representative video frames, create a description and narration script, then synthesize a voice track.

Goal

Extract representative video frames, create a description and narration script, then synthesize a voice track.

Steps

  1. Use OpenCV to sample frames and verify coverage of key scenes. [source-openai-create-narrated-video-summary]
  2. Draft a concise narration, synthesize with TTS, and align audio to timestamps. [source-openai-create-narrated-video-summary]
  3. Check facts, pacing, and rights; do not imitate a real person’s voice. [source-openai-create-narrated-video-summary]

How to verify

Check that selected frames cover the beginning, middle, and end, narration fits the clip, and the exported audio plays.

Troubleshooting

If a key scene is missing, add representative frames and regenerate the description; for audio drift, inspect sample rate and segment timestamps.

Permissions

Prerequisites

Permissions

Limitations

Run the source on isolated test data, then check outputs and dependency versions before adapting it.

Pinned upstream source

https://github.com/openai/openai-cookbook/blob/5bd6cb40b6b84b69b2032d810610aa85064102df/examples/GPT_with_vision_for_video_understanding.ipynb

Repository
openai/openai-cookbook
File path
examples/GPT_with_vision_for_video_understanding.ipynb
Pinned commit
5bd6cb40b6b84b69b2032d810610aa85064102df
Source checked
2026-10-14 · Reviewed against the pinned upstream source

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License: MIT

Main topic

Turn ecommerce campaign materials into a reviewable weekly brief

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