A first pass is not a finished transcript.

Test the audio you actually make

Use representative recordings with your normal microphones, guest arrangements, and subject vocabulary. Include an episode with overlapping voices or difficult terminology. Prepare approved name spellings and a small glossary. Do not choose a tool solely on a clean demonstration recording that does not resemble your production conditions.

Review meaning before punctuation

Check missing passages, speaker attribution, names, numbers, and qualifications. Compare uncertain text with the approved recording. Mark genuinely unresolved words instead of inventing a fluent substitute. Keep readability edits separate from meaning changes, and do not turn a condensed rewrite into something labeled a complete transcript.

Evaluate the publishable output

W3C’s transcript guidance centers equivalent text information and usable presentation. Use that purpose to judge the final result rather than the speed of raw recognition. Decide who approves the text, where readers can find it, and how corrections reach related summaries. Review data handling before processing unpublished or sensitive recordings.