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jevmeter - Live Video Sentiment & Perspective Scoring Overlay

Scores statements in video transcripts sentence-by-sentence and renders a live meter edit.

Overview & Result

jevmeter is an open-source media editing tool that overlays a live animated metric gauge onto video footage. It transcribes spoken dialogue, scores each sentence through Jev against a user-defined perspective (e.g., optimism, technical rigor, confidence), and renders an edited 16:9 video with dynamic visual meters.

How Jev fits in the loop

  1. Extracts and transcribes audio timestamps into discrete sentence intervals.
  2. Dispatches sentences to Jev for fast numerical scoring against custom criteria.
  3. Renders dynamic overlay graphics onto the source video using FFmpeg.

How to reproduce

  1. Clone https://github.com/ChetasLua/jevmeter and install requirements.
  2. Run jevmeter on an MP4 video specifying the scoring criteria: jevmeter --video talk.mp4 --metric optimism.
  3. Inspect the generated 16:9 output video featuring dynamic animated gauges over each spoken sentence.

Why this build matters

Demonstrates automated video content augmentation by coupling fast speech transcription with rapid Jev scoring.

Limitations

  • Requires FFmpeg and speech-to-text models installed locally.
  • Scoring reflects defined prompt criteria rather than objective truth.

Patterns