[::] Agentic Stacks

Whisper large-v3

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stack

Open-weights automatic speech recognition (STT) model.

OpenAI's open-weights speech-to-text model, widely self-hosted for transcription in voice and meeting-assistant stacks. Open weights let audio be transcribed inside your own environment rather than sent to a third-party API.

Strengths

  • Open weights; self-host to keep audio in-environment
  • Strong multilingual transcription accuracy

Tradeoffs

  • Needs a GPU for low-latency, high-volume transcription
  • Diarization (who said what) requires a separate component

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