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Auto-Captions Getting Words Wrong? Here's How to Fix It

Updated 2026-08-18 · by AppsOverflow

Automatic transcription is very good at clear speech and predictably bad at everything else. Knowing which category your video falls into tells you whether to fix a couple of words or re-record.

Here is what trips it up, and what to do about each.

What speech engines actually get wrong

Record so there is less to fix

Accuracy is mostly decided before you hit record. Get the microphone within arm's length — a phone across the room picks up far more room noise than voice. Record voice clean and add music afterwards in the edit. Avoid hard rooms with bare walls, where reverb smears the consonants that the engine relies on.

If you know a name or term will appear, say it once slowly and clearly at the start. You will still fix it once, but you will fix it once rather than every time it recurs.

Fixing what slips through

In Auto Captions, tap the word and retype it — the timing stays intact, so a corrected word stays synced to the moment it is spoken. You can also merge or split lines by changing how many words appear per line, which is usually the real fix when a caption feels wrong: the words were right, but the line broke in an awkward place.

Correct before you style. Editing text after positioning and sizing means redoing that work.

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FAQ

Is it faster to fix captions or type them from scratch?
Fixing is faster in nearly every case. Even a transcript at 85% accuracy takes minutes to correct, while typing and timing from nothing takes far longer than the clip itself.
Does the app learn my vocabulary over time?
On-device transcription does not build a personal dictionary from your corrections. Saying an unusual term clearly on the first mention remains the reliable approach.
Do captions have to match the audio word for word?
For accessibility, yes — captions should reflect what was said. Trimming filler words like "um" is normal and widely accepted.