How to check a transcript: names, numbers, dates, and terms

Which parts of a transcript are most likely to be wrong?

Automatic transcription matches each sound to the most likely words. Everyday words fit into almost any sentence, so software rarely misses them. Names, numbers, and specialist terms are much harder because they are uncommon and cannot be guessed from context. When the software swaps in a wrong word, it still looks like a real word on the page, so you should check these first.

Those four categories also determine whether someone who was not in the room can trust the transcript. If a name, amount, date, or term is wrong, the reader has no way of knowing and may act on it.

How do you check names?

Start by writing down the names you expect to come up, including people, companies, places, and products. Search the document for each one. If a name is missing, it usually showed up as something else, so search for likely misspellings or just the first syllable.

Then read through for names that were not on your list. If the same surname shows up three times spelled three different ways, you are looking at one repeated mistake. Find the right spelling, fix all of them, and add the name to your list. Check the speaker labels on this pass too, since a wrong label puts words in the wrong person's mouth.

Some languages, such as Hebrew and Arabic, commonly have several accepted ways to spell the same name. Pick one spelling and stick to it across the file. If the text is going to be published, ask the person how they spell their name.

How do you check numbers and amounts?

Numbers are easy to mishear and easy to skim past on a page. Every language has pairs like fifteen and fifty or thirteen and thirty that sound nearly identical when someone speaks quickly. Decimals, thousands, percentages, and units bring even more risk, since dropping a zero or mixing up a unit changes what the sentence means.

Verify every number against the recording rather than going by what looks plausible. Settle on one style for the whole file, whether numerals or words, along with a single format for amounts and another for units. Keep the currency symbol or unit right next to the number.

Do not guess if an important number is hard to hear on the recording. Flag it as unresolved, leave the timestamp, and check with the speaker.

How do you check dates and times?

Dates go wrong in two ways. One is simple mishearing, when a month or day number gets swapped for a word that sounds similar. The other is context. People often say next Thursday, the day after the holiday, or in two weeks, and if you leave those relative phrases in the text, they stop making sense when someone reads the document later.

As you wrap up the review, use the recording date as your anchor and convert relative dates into exact calendar dates. Stick to a single date format and a clear time format throughout, and add the time zone whenever it matters.

Look at a calendar for that year to make sure every weekday matches its date. A transcript might say Thursday the 14th when the 14th was actually a Wednesday. Catching that with a quick calendar check keeps the mistake from carrying over into emails and meeting minutes.

How do you check jargon and technical terms?

People often say industry terms quickly, and because those words rarely appear in everyday conversation, transcription tools frequently miss them. Pull the relevant terms from the meeting agenda, slides, or past documents before you start, then search the text for each one.

Look for likely substitutions alongside the term itself. If the transcript swapped a rare term for a common word that sounds similar, searching for the original term will turn up nothing. When a term you expect to see is missing, play the audio at the spot where it should have come up.

For legal, medical, and financial recordings, anyone reviewing the text should have a subject-matter expert verify every term that affects a decision. Treat the transcript as a working draft until someone qualified has checked it.

What is the listen-and-check method?

Keep the audio player open while you read the transcript on screen. When a detail looks questionable, click the timestamp to jump there, listen to a few seconds on either side, and fix the text. This lets you listen to the rough ten percent of the recording you aren't sure about instead of sitting through the whole file again.

Automatic transcription always leaves some mistakes behind, and this method is how you catch them. KolWrite keeps the text, speaker labels, and timestamps lined up so you can check spots fast and export the final file to DOCX, PDF, or TXT.

If the document is critical, have a second person do a pass that checks only the names, numbers, and dates against the audio. Two people doing short, focused passes will catch more mistakes than one person reading through once.