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Uri

Posted on Originally published at urivoicenote.substack.com

Why transcription gets the word right and the punctuation wrong

I record a quick voice note in a Google Meet call thinking I'm done — then find out the text lives somewhere else,
behind a few clicks: open the transcript, find where it landed, copy it out of a document Meet
created on its own. The audio became words. The words didn't reach me.

When they do arrive — through the iPhone's native recorder, or pasted into Google Docs to
transcribe — the problem flips. Everything comes back at once. One block. No periods, no commas,
no paragraphs. The words are right. The text isn't usable for anything yet.

Here's the mechanism, and it explains why "a better app" doesn't fix it: a transcription engine is
trained, first and foremost, to get the word right. Punctuation is a separate problem — it
doesn't come free with word accuracy, because there's no clean signal in the audio that says
"comma here, period there." A pause can be the end of a sentence, or just someone thinking.
Getting that judgment right is an extra processing step, and the transcription built into your
keyboard or your phone's native recorder skips that step to stay fast and stay free. What comes
out is word-perfect and sentence-unusable — two different problems, and only one of them gets
solved by default.

Meet's case is a symptom of the same root, from a different angle: transcription there is a
meeting feature — compliance, minutes — not the product. Nobody optimized the path to the text,
because the text itself was never the goal.

Two things that work, no special tool required:

Speak in short, closed sentences, with a real pause between them. Not because the engine
"hears" the pause as punctuation — usually it doesn't — but because a short sentence is easier to
re-punctuate later, by hand or by another tool, than a two-minute paragraph with no breath in it.

Run the raw block through a general text assistant — ChatGPT handles this today, nothing
special needed — and ask only for punctuation and paragraphs. Not a summary. Not a rewrite. Just
structure. It's one extra step, but it separates two problems that are easier apart: capture the
speech first, organize the text after.

What doesn't work: trusting that text which "already came out transcribed" is ready to paste
anywhere. It isn't, and finding that out only when you need it — in an email, a note, a prompt —
costs more time than the punctuation would have cost upfront.


This article was prepared with AI assistance.

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