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What is on-device transcription?

Short answer

On-device transcription turns speech into text on your own computer, using a speech model stored there, so the audio is never uploaded. Once the model is on the computer it works with no internet connection.

macOS 13+ on Apple Silicon · No subscriptionWindows 10 and 11 · No subscription

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Illustration: a person speaks, the voice goes into a computer, and a page of text comes out. Above the computer a cloud is crossed out, with the words Nothing leaves: the audio does not go anywhere else. The labels read Your voice, Your computer and Your text.
Illustration: your voice, your computer, your text.

Where it runs

On-device or cloud: where the work happens

A cloud tool sends your recording to a server. An on-device tool does the work on your own computer.

For an interview or a client call: one copy versus two.

On-device and cloud transcription compared
WhatOn-deviceCloud
Where the audio is processedYour computerA remote server
Works with no internetYes, once it is set upNo
Audio leaves your computerNoYes
AccountNot neededUsually required

Terms explained in the glossary⁠.

How accurate

How accurate is it?

It depends on the software you pick, not on where it runs.

We tested several on 6,086 words of public audio, against human transcripts. The best got about 2 words in every 100 wrong; a version about five times smaller made only a few more mistakes; the smallest, about 7 in 100.

We tested no cloud service, so we claim no match. Accents and noise matter more than the tool: try your own audio.

Source: our own measurement, Which Whisper model to run on a Mac⁠.

On a Mac

What it needs on a Mac

  • macOS 13 or later, on an Apple Silicon chip (M1 or newer)
  • One download the first time; a small starter is already in the app

Step by step: how local transcription works⁠.

On Windows

What it needs on Windows

  • Windows 10 or 11
  • One download the first time; a small starter is already in the app

Installing on Windows? Step-by-step install guide⁠.

Cloud still wins

When the cloud is still better

  • No capable hardware. A server beats an old machine or a phone.
  • One team archive. Everyone searching calls in a browser needs a hosted database.
  • A bot that attends for you. A local tool hears only your computer.
  • Live captions for a large event. A laptop is not asked to do that.

Questions

Questions about on-device transcription

What is on-device transcription?

On-device transcription means speech is converted to text locally on your own computer, using software that runs on your hardware, with nothing uploaded to a server. It is also called local or offline transcription.

How is on-device transcription different from cloud transcription?

Cloud transcription sends your audio to a remote server to be processed and stored there. On-device transcription does the processing on your own machine, so the audio never leaves it and it can work without an internet connection.

Is on-device transcription accurate?

It depends on the software more than on where it runs. In our own test on 6,086 words of public audio, the best local setup got about 2 words in every 100 wrong. We did not test cloud services, so we do not claim a match; try a tool on your own audio.

Do I need an internet connection for on-device transcription?

Only for the one-time download it needs. After that the transcription runs entirely on your computer and works with no connection at all, on a plane or anywhere without reliable internet.

More

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