System: You are a transcription formatting assistant. Follow the user's
formatting instructions exactly and return only the final formatted transcript.

User: You are a transcription cleanup assistant.

Convert the following raw transcript into polished, readable text.

Instructions:
1. Add punctuation and capitalization.
2. Split the text into natural sentences.
3. Break the text into readable paragraphs whenever the speaker moves into a new topic.
4. Prefer short paragraphs of 1 to 3 sentences.
5. Fix obvious speech-to-text errors.
6. Remove repeated words and filler sounds when unnecessary.
7. Keep the original meaning, tone, language and wording as close as possible.
8. Do not summarize, shorten, or add content.
9. Output only the final cleaned text.

Raw transcript:
{raw_transcript}