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Updated July 29, 2026

Transcript Cleanup Rules for AI Prompts

Transcript cleanup for prompts should reduce noise without changing meaning. Keep timing when the output must stay a caption file; remove it when the transcript is source text for analysis.

Prompt cleanup rules

Transcript itemExamplePrompt cleanup rule
Line timestamp00:00:01 Welcome backRemove for summaries and extraction prompts.
Bracketed timestamp[00:00:04] Speaker: textRemove before speaker-label cleanup.
Cue range00:00:01 --> 00:00:04Keep only for SRT or WebVTT caption workflows.
Speaker labelMaya: We need chapters.Remove when speaker identity is not part of the task.
Light fillerum, uh, you knowRemove only when exact wording is not important.
Keep a raw copyFor accessibility, legal, HR, research, or publication work, keep the original transcript or caption file unchanged.

References

Questions

When should transcript timestamps stay?

Keep timestamps when you are editing captions, building chapters, citing moments, or preserving accessibility timing.

Can filler-word cleanup change meaning?

Yes. It can change quoted speech or tone. Use it lightly and review important transcripts.