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Features

Does Benecaster identify who’s speaking in transcripts?

Yes — this is called speaker diarization, and Benecaster supports it for multi-speaker shows like interviews and co-hosted podcasts. When enabled, the transcript labels each speaker throughout (“Speaker 1,” “Speaker 2,” etc.) rather than presenting a single unbroken block of text.

You enable diarization per show — it’s off by default, since solo shows don’t need it and it adds a small amount of processing time. An optional speaker count hint (set it to 2 for a standard host + guest format) keeps the labeling clean on long recordings.

Speaker support by provider:

Provider Diarization
AssemblyAI ✓ Native
Deepgram ✓ Native
Rev.ai ✓ Native
OpenAI (gpt-4o-transcribe) ✓ Native
OpenAI Whisper (original) ✗ Not supported — upgrade to the gpt-4o-transcribe model to enable it

Named speakers with Guest Manager: If you have the Guest Manager add-on installed, you can map speaker labels to real names directly in the transcript editor — “Speaker 1” becomes your name and “Speaker 2” becomes your guest’s name. Those names then appear in the displayed transcript, in SRT/VTT exports, and in the <podcast:transcript> RSS tag that Podcasting 2.0 apps display.

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