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Speaker Identification: How Speak AI Recognizes Speakers

Speak AI automatically identifies and separates different speakers in your recordings. Learn how speaker diarization works and how to edit speaker labels.

Written by Speak Ai
Updated today

Speaker Identification: How Speak AI Recognizes Speakers

How it works

When you transcribe audio or video with multiple people talking, Speak AI automatically detects and separates different speakers. Each speaker is labeled (Speaker 1, Speaker 2, etc.) and their dialogue is organized by paragraph.

Accuracy

Speaker identification works best when:

  • Speakers have distinct voices

  • People talk one at a time (minimal overlap)

  • Audio quality is good with clear separation

  • Each speaker uses a dedicated microphone

In noisy environments or recordings with lots of crosstalk, speaker detection may occasionally merge or split speakers incorrectly.

Renaming speakers

After transcription, you can rename speakers to their real names:

  1. Click on any speaker label in the transcript

  2. Type the person's name

  3. Press Enter

The name applies to every instance of that speaker throughout the transcript. You can also use AI Chat: "Change Speaker 1 to John Smith".

For more details on managing speakers, see our speaker editing guide.

Speaker analytics

Once speakers are identified, Speak AI tracks:

  • Speaking time per person

  • Word count per speaker

  • Words per minute (speaking pace)

  • Percentage of conversation

These analytics are visible on the media detail page and can be analyzed across multiple files on the Explore page.

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