AI learning workflow

AI-Enhanced Transcript

Make raw class transcripts readable without changing the lesson content.

An enhanced transcript keeps the original lesson faithful while making it easier to search, quote, and review.

Enhance a transcript with NotebookLM

1. Upload the raw transcript

Create the transcript with Smartape recording system, Montage Recorder, or SRT subtitle generator, then add it to NotebookLM.

2. Ask for cleanup

Request cleanup that improves readability without inventing new content.

Prompt

Clean this transcript. Remove filler words, repeated wording, noise markers, and obvious transcription errors. Add punctuation, paragraph breaks, speaker labels where needed, and preserve time codes for review. Do not add facts that are not in the transcript.

3. Compare with the original

Check important names, numbers, and terms before publishing the improved transcript.

Enhance a transcript with ChatGPT

1. Paste or upload the transcript

Keep time codes and speaker information if the original transcript includes them.

2. Request a faithful edit

Ask ChatGPT to improve readability while preserving meaning.

Prompt

Edit this transcript for readability. Add punctuation, paragraph breaks, and speaker labels where appropriate. Remove filler words and repeated phrases, but keep the original meaning and do not add unsupported information.

3. Export the final version

Use the cleaned transcript as the source for summaries, handouts, FAQs, or study guides.

Use AI output as a draft. Before sharing it with students, check names, numbers, technical terms, and any details that may affect assessment or compliance.