Vizard Agent

How to trust the burnt-in captions over the audio when a name is misheard

Last updated 2026-10-10 · 2 min read

Tell Vizard Agent that the video already has the words on screen and to read those instead. Speech recognition turns unfamiliar brand names into ordinary words that sound similar, and once that is in the transcript every graphic and every b-roll choice built from it is about something else entirely. Reading the burnt-in captions off the frames settles it.

What do you type into Vizard Agent?

Point Vizard Agent at the disagreement rather than asking it for another transcription. Running speech recognition again produces exactly the same mishearing, because the audio has not changed and neither has the set of words the recogniser expects to find in it. Name the word it got wrong.

Prompt

The transcript has the brand name wrong: it hears an ordinary word that sounds similar. The correct name is already written in the captions burnt into the video. Read the text off the frames at those moments and use that, rather than transcribing the audio again.

What does Vizard Agent actually do?

A transcript is a guess about sounds. A caption burnt into the picture is a decision somebody made about the words themselves, and where the two disagree about a name, the one on screen is almost always right. So Vizard Agent reads the text rather than inferring it. In the session behind this article it:

When does this not work well?

This only helps where text exists. A video with no captions, captions that are themselves wrong, or a name that is spoken but never written leaves you back with the audio and a spelling you have to supply yourself. Stylised or animated text is harder to read reliably, and a fast caption may never sit still on a frame.

Common questions

Why does transcription get names wrong? Because it fits sounds to words it expects, and invented names are not among them.

What if there are no captions? Then tell Vizard Agent the spelling and it uses that.

Will it correct the spelling everywhere? Yes. Vizard Agent applies it to graphics that were already built.