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AI Subtitle Drift Stabilizer

Fix subtitles that drift progressively out of sync. Set two anchor points and the tool stretches or compresses the timeline to match. 100% browser-based, no upload.

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Input subtitles
Drift-corrected output

Anchor points

Pick two reference points: a timestamp in the original file and the timestamp it should actually appear at.

Anchor 1 (start of file)

Anchor 2 (end of file)

Please enter all four anchor timestamps in HH:MM:SS,mmm or HH:MM:SS.mmm format.

How it works

  1. Load your subtitle file (SRT, VTT, or TXT).
  2. Find two reference points — a moment near the start where you know the correct timestamp, and a moment near the end where you know the correct timestamp.
  3. Enter the original timestamps from the file and the corrected timestamps from your video.
  4. Click Apply Drift Fix. The tool stretches or compresses the entire timeline so both anchors land where they should, and everything in between scales proportionally.

Drift fixing vs. time shifting — what's the difference?

A time shift adds or subtracts the same offset to every cue. That is perfect when the whole track is early or late by a fixed amount, but it cannot correct timing that gets worse as the video plays.

Drift fixing rescales the timeline between two anchors so early and late errors are distributed across the file. If every subtitle is exactly the same amount off, use the Subtitle Time Shifter. If subtitles start correctly but progressively drift further off as the video plays, use this tool.

Frequently asked questions

What's the difference between drift fixing and time shifting?

Time shifting moves every timestamp by the same delta. Drift fixing applies a linear scale anchored at two known-good times so the error at the start and end is corrected and intermediate cues move proportionally. Use whichever matches how your subtitles are wrong.

Why do AI-generated video subtitles drift out of sync?

Generated video can have slight frame pacing variance compared with a strict constant frame rate timeline. Latent diffusion and other generative pipelines do not always lock to broadcast-style timecode. Separately, auto-transcription tools often assume a constant frame rate when mapping audio to time; when the rendered video does not match that assumption, timestamps can creep earlier or later over a long clip.

How accurate do my anchor timestamps need to be?

For most viewing, being within about fifty milliseconds is usually fine. If you are delivering to broadcast or cinema standards, tighten that as your spec requires and verify against a known reference waveform or timecode display.

Can I fix subtitles that drift non-linearly?

This version applies a single linear scale across the whole file. Many real-world drift problems are close enough to linear over one clip. If drift is clearly non-linear, split the file into segments, anchor each segment, and process them separately. A future version may add multi-anchor support for piecewise correction.

Does this work with VTT files too?

Yes. The tool auto-detects SRT versus WebVTT, keeps the WEBVTT header, NOTE and STYLE blocks, cue identifiers, and any cue settings after the arrow on timing lines.

Are my subtitle files uploaded anywhere during processing?

No. Everything runs in your browser; files are never sent to a server.

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