How to Create Meeting Notes with Speaker Labels Automatically

Record a meeting, transcribe it with speaker labels and get a draft of minutes with key points, to-dos and decisions, all free in your browser.

7 min read · Updated 2026-10-06

After a meeting, sorting out "who said what" always gets pushed back. The AI Meeting Notes tool takes a single recording and gives you a transcript, speaker labels and a draft of meeting minutes in one go. This guide covers how to record well, how to get minutes out of the tool, and a template for the final notes.

1. How to record a meeting well

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2. Turn the recording into draft minutes

  1. Add a file to AI Meeting Notes or record right there with your mic.
  2. On a PC, choose the larger model (small) and set the language to match the meeting. Turn on speaker labels; if you know the number of attendees, set the number of speakers for better accuracy.
  3. When it finishes, read the conversation grouped by speaker, press ▶ to listen and fix wrong sentences. Rename speakers to real names or roles.
  4. If more speakers were detected than were really there, use "Merge speakers" in the results.
  5. Skim the automatic summary: key sentences, keywords, to-do candidates and decision candidates. Delete or fix anything that does not match the meeting. The extraction is rule-based (word frequency and sentence patterns), not AI writing, so it is not perfect.
  6. Save as meeting notes in Markdown for a ready-to-edit template. You can also save TXT or SRT (with timestamps).

3. Meeting minutes template

SectionWhat to write
Date, place, attendeesMeeting date, place and the attendee names you confirmed from speaker labels
AgendaTopics discussed in this meeting
Key discussionA summary per agenda item, using the extracted key sentences
DecisionsCheck the decision candidates and keep only what was actually agreed
Action itemsUse the to-do candidates and fill in owners and deadlines yourself
Next meetingDate and what to prepare

The Markdown export lists date, attendees and length, key sentences, keywords, to-do candidates, decision candidates and the full conversation by speaker in that order, ready for editing.

4. When speaker labels are wrong

Speaker separation is AI that splits segments by voice characteristics, so it struggles with overlapping speech, similar-sounding voices and low-quality phone or video-call audio. If one person is split into two speakers, merge them. If two people ended up in one speaker block, move the sentences by cutting and pasting the text. Reassigning individual sentences to a different speaker is not supported yet.

5. Storing them

If the meeting includes personal data or confidential information, keep the recording and notes somewhere secure and delete them when they are no longer needed. FreeSoundTools does not store your files on a server, but downloaded recordings and notes stay on your device.

Transcription, speaker labels and the summary are all automatic. For contracts, disciplinary matters or disputes, always check the original recording.

Sources and date checked

Checked: October 5, 2026

This article is general information, not legal advice.

Related guides: how to convert a recording to text · meeting & lecture recording workflow · speech-to-text accuracy

Frequently asked questions

How does it know who is speaking?

An AI model (pyannote segmentation) splits the audio by voice characteristics. It works best when people speak one at a time and the mic is not far away.

What if it finds too many speakers?

Use "Merge speakers" in the results to combine them, and rename speakers to real names.

Does an AI write the summary?

No. Key sentences, to-dos and decisions are picked out by rules based on word frequency and sentence patterns, so review them before using.

Is my meeting uploaded anywhere?

No. Everything runs in your browser; files are not sent to a server.

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