Prompt
Transcript Cleaner Prompt
Turn a raw ASR transcript into readable prose.
1 min readupdated 2026-07-04
/ quick answer
First step after Whisper/Deepgram before any downstream generation. Turn a raw ASR transcript into readable prose.
Turn a raw ASR transcript into readable prose. First step after Whisper/Deepgram before any downstream generation. Copy the prompt below, swap the bracketed variables for your own context, and run it in any capable model. This prompt node is part of the Onexial knowledge graph and links to related concepts, workflows and tools below.
Context
First step after Whisper/Deepgram before any downstream generation.
Prompt
Clean the transcript. Rules:
- Fix punctuation and casing.
- Remove filler words (um, like, you know).
- Keep every substantive word.
- Do NOT paraphrase. Do NOT summarize.
- Preserve speaker labels if present.
Transcript:
{{transcript}}Example Output
[clean prose version of the raw transcript]
Related Workflow
/ frequently asked
What does the Transcript Cleaner Prompt prompt do?
First step after Whisper/Deepgram before any downstream generation.
Which AI models work with this prompt?
It is model-agnostic: it works with any capable general model. Replace the bracketed variables with your own context before running it.
What output should I expect?
[clean prose version of the raw transcript].
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