Fixing a messy meeting transcript when three people sound alike in Otter
Overlapping speakers wreck searchable notes. A quick relabel-and-assign routine in Otter saves the recording.
I recorded a four-person brainstorm and Otter tagged everyone as 'Speaker 1' through 'Speaker 4' with half the lines in the wrong mouth. Useless for action items. The fix took ten minutes and lived entirely in the editor.
First, open the transcript and use the Speakers panel to rename each detected voice to the real name. Otter keeps the assignment for the whole file once you set it, so do this before you touch the text.
Second, for spots where two people talked over each other, expand the word and reassign the stray sentence to the correct speaker. The playback bar makes this less guesswork than it sounds; you can hear who led the line.
Third, drop a one-line summary at the top once speakers are right. Otter's summary leans on clean speaker labels, so fixing names first makes the auto-summary actually usable.
The trap I keep falling into: editing the words before fixing the speakers. Then every correction is attached to the wrong person and the action items point at no one. Speakers first, text second.
Otter (otter.ai)
Best for: live meeting transcription, searchable notes, and quick summaries.
Key features: real-time transcription, speaker detection, search, highlights, summaries.
Free plan: a free tier with monthly transcription minutes.
Pricing: paid plans raise the minutes and add features for around $10 to $20 a month.
Pros: fast capture, easy search later, good enough summaries.
Cons: noisy rooms confuse speakers, and long meetings hit the free limit.
My habit now: rename speakers the moment the meeting ends, before I read a word. Ten minutes saves the whole recording.
Frequently asked questions:
Q: Can Otter tell speakers apart automatically?
A: It tries, but overlapping voices need a manual pass. Rename before you edit text.
Q: Does fixing a speaker relabel the whole call?
A: Yes, once set, the assignment holds for that recording.
Q: Will the summary improve after I clean names?
A: Noticeably, because it stops attributing lines to 'Speaker 2'.