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Docs / source reviewed

Jev Audio Beeper

Beep out flagged words in an audio recording

How this project uses Jev

Input
An audio file and a separately supplied word-timestamp transcript
Jev decides
Contextual profanity probability and severity for each word
Code executes
Code applies a threshold to time intervals; ffmpeg mutes and overlays beeps, with a JSON audit report

Evidence and limitations

The reviewed implementation is an offline file prototype requiring a timestamp sidecar. Streaming ASR and live buffering are proposed extensions. The default threshold is not validated across languages; no runtime test was performed.

This project has not been run independently here. Author-reported results are not independently verified results.

Original sources

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