How does an AI first cut decide what to remove?

What does the first cut look at?

Three things, all of them measurable:

• The transcript. Cutora AI transcribes the video, so it has every word and the time each word was said.
• The sound of the recording. A stretch with no speech that runs long is a pause.
• How each take sounds and reads. Its loudness, its pace compared with the other takes, how clearly the words were recognised, and how complete and fluent it is.

It scores takes mainly from the transcript, the sound level and the pace. When two takes score close, a model can also hear and see them. It still does not know what you meant.

How does it decide which pauses to cut?

It cuts pauses that run long and leaves a short beat around your words, so the cut does not sound rushed. Short pauses are part of normal speech and stay. A pause you want for effect, such as the one before a punchline, can be put back on the timeline.

How does it handle false starts?

A false start is a sentence you begin, abandon and say again. The first cut removes the abandoned attempt and keeps the sentence you finished. For the manual version of the same edit, see how to cut false starts.

How does it pick which take to keep?

1. It finds lines you said more than once.
2. It scores each take on how complete it is, how fluent it is, how close its pace is to the other takes, how clearly it was recognised and how loud it is.
3. It keeps the take it rates highest and removes the others as part of the first cut.
4. It can leave a note on the timeline that says which take it kept and why.

Does AI pick the take to keep? answers the same question for someone deciding whether to trust it.

Where does its judgement stop?

• It scores takes mainly from the transcript, the sound level and the pace, and it does not know how you meant a take, so a take can be the wrong choice for a reason it cannot see.
• Two takes that say different things are not repeats, and when it is not sure two takes are the same line it keeps both.
• It does not find every repeated line.
• It keeps words such as “like” and “you know”.

How do you check and change the result?

You review the first cut on an editable timeline. Where a note is shown for a removed take, you can choose to use that take instead when that edit is possible, and you can undo any change. You can also ask for changes by chat, which works for many requests and has real limits.

• What an AI rough cut is, and what it can do today
• How to remove silences and pauses from a video
• Cutting retakes and false starts automatically

FAQ

Does the first cut understand what I meant?

No. It scores takes mainly from the transcript, the sound level and the pace, and it does not know what you meant. Listen to the take it kept before you export.

Can I change which take it kept?

Often. Where a note is shown for the removed take on the timeline, you can use that take instead when that edit is possible, and you can undo it.

What is a false start?

A sentence you begin, abandon and say again. The first cut removes the abandoned attempt.

Does it remove filler words?

Partly. Cutora AI cuts clear “um” and “uh” sounds and keeps words such as “like” and “you know”.

Can I try Cutora AI?

Yes. Cutora is in Beta. You can create an account now and try it on one video. The trial needs an account with your email address: one video up to 10 minutes, up to 10 exports with a small Cutora mark, and no card needed.

Is Cutora the same as other products called Cutora?

Cutora AI (usecutora.com), the browser video editor for talking-head footage. Not related to the Cutora background-remover app, cutora.io, cutora.app or the Cutora Premiere Pro panel.