AI transcription has become quick and useful, which makes it tempting to publish a transcript without checking it. Accuracy varies, and the errors that matter most, such as names and numbers, are the ones that are easiest to miss. A short check turns a rough transcript into a reliable one.
What affects the accuracy
The biggest factors are the recording quality, how many people speak at once, and the vocabulary. A clean recording of one speaker with common words is the easiest case. Background noise, crosstalk, strong accents and many technical terms all make errors more likely.
Where errors usually appear
- Names of people, places and companies.
- Numbers, dates and figures.
- Specialist terms and product names.
- Short words such as “not” and “no”, which change the meaning.
How to check quickly
- Read the transcript once while listening, and mark anything you doubt.
- Check every name, number and quote against the audio.
- Fix the speaker labels, if the tool has mixed them up.
- Keep the transcript and the audio together, so you can check later.
Privacy matters too
Some transcription tools run on your own device, and some send the audio to a server. Read what each tool does with your files before you upload an interview. A transcript of a private conversation needs more care than a public lecture.
Limits
No transcript is perfect, and accuracy claims depend on the test used. Check your own interviews, and treat the transcript as a draft for editing rather than a final record. The show notes post covers using a transcript for publishing.
Try it free: Noise-Free Voice Recorder
Record voice-overs with live noise removal, or clean an existing file. Runs in your browser, nothing is uploaded.
Frequently asked questions
Is AI transcription good enough for publishing?
Only after checking, especially names, numbers and quotes against the audio.
Why does it mix up speakers?
Similar voices, crosstalk and poor audio make speaker labels harder. Fix them by hand.
Does an accent make it fail?
It can increase the errors. Check those sections more carefully.
Should I keep the audio with the transcript?
Yes. It lets you check the quotes and fix errors later.
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