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Re:Voxtral 3 by CodesInChaos on Tuesday October 20, 2026 @01:25PM (#50169712)
Slightly off-topic, but can anybody recommend a local model/tool that fixes timestamps of existing srt subtitles? That should be easier than generating them from scratch.

When I last looked for this a few years ago, I only found a really primitive one that did a linear transformation of all timestamps in the video, and none to correct each line individually.

edit: Claude recommended alass. Any experiences with that one, or better options?

Re:Voxtral 3 by zigzag312 on Tuesday October 20, 2026 @02:37PM (#50170716)
https://github.com/sc0ty/subsync

It can sync from audio in the video or from another srt. Target srt can be in different language than reference.

EDIT: Two forks, but I haven't tried them as I'm still using the original as it still works well even though it has been archived.

https://github.com/Sefzz15/subsync/releases

https://github.com/blaaaakuu/subsync/releases

Re:Voxtral 3 by CodesInChaos on Tuesday October 20, 2026 @05:35PM (#50173023)
I think the original SubSync was the useless linear tool I tried last time. Though the Sefzz15 fork added some kind of "piecewise" feature which might work.
Re:Voxtral 3 by zigzag312 on Tuesday October 20, 2026 @07:23PM (#50174064)
No, it finds over a hundred of sync points it can match with the translated subtitle (either via reference subtitle or audio track). How the interpolation between the sync points is done I haven't checked, but it fixes gradual drifts, offsets, gaps, etc. It syncs basically everything.
Re:Voxtral 3 by ComputerGuru on Tuesday October 20, 2026 @01:55PM (#50170124)
> When I last looked for this a few years ago, I only found a really primitive one that did a linear transformation of all timestamps in the video, and none to correct each line individually.

Not an answer to your current query, but my first published rust crate shortly after the language hit 1.0 was a tool to both calculate and correct linear drift, long before the era of LLMs or quality audio recognition. It might be fun to tackle this again with the new tech we now have at hand!

Srt-resync: https://github.com/mqudsi/srtresync

Re:Voxtral 3 by properbrew on Tuesday October 20, 2026 @01:52PM (#50170073)
I whipped something up for a friend a few months ago, it's not just fixing timestamps like you've asked, it's processing the whole audio but it does a good job (uses parakeet) and is quite quick.

Download links and a bit of write up here - https://news.ycombinator.com/item?id=48528779#48535207

Honestly you can probably build your own quite easily. I put together a plex player for firetv that does on device subtitling for whatever you're watching. I got sick of having to find subtitles.

Re:Voxtral 3 by joshstrange on Tuesday October 20, 2026 @01:35PM (#50169835)
I don't plan to release it as it part of an overall "media health" tool I built but you should be able to vibe this pretty easily. I have mine using Whisper to check episodes at intervals throughout to compare against this subtitles and then shift them as needed.

One thing to watch for, make sure it never tries to 2 subtitles at the same time or they will stack in a weird way. It's easy to avoid that but my first pass on a few episodes screwed up the subtitles.

Also, you almost certainly want to extract the subtitles for this work, or at least that's what I did. A combo of pulling out the subtitles in the video file and using OpenSubtitles (VIP) to clean up my media.

Re:Voxtral 3 by shellwizard on Tuesday October 20, 2026 @02:32PM (#50170640)
It works really well and it's just a single static binary file (ffmpeg is needed on your $PATH), easier to use than ffsubsync which needs gcc to compile random stuff, and that stopped working randomly
Re:Voxtral 3 by sras-me on Tuesday October 20, 2026 @01:52PM (#50170081)
Something I made a long time back for myself. https://sras.me/subfixer
Re:Voxtral 3 by mongrelion on Tuesday October 20, 2026 @04:24PM (#50172149)
https://www.bazarr.media/ is what most people use when running the *arr stack
Re:Voxtral 3 by Recursing on Tuesday October 20, 2026 @04:46PM (#50172449)
I just asked Claude or codex to do it using uv/uvx and it did it effortlessly and perfectly, I didn't even look at what package(s) it used.
Re:Voxtral 3 by nodja on Tuesday October 20, 2026 @05:40PM (#50173078)
If you want really accurate timestamps, the current state of the art is to ask claude to implement forced alignment using a CTC transcription model. It uses the logprobs of a character based transcription model to find the best matching overlap. I've used this technique to generate sync files for epub/audiobooks and it's really good even when the data is dirty.

This method aligns the transcript of a 60 hour book in 20 minutes on my GPU using Parakeet CTC 0.6B which is english only, but there's similarly sized models in other languages, the models don't need to be that good at transcribing to generate good alignments.

Re:Voxtral 3 by techjamie on Wednesday October 21, 2026 @09:47AM (#50180910)
I've been playing with automatically subtitling shows using local models in conjunction with DeepSeek to mild success, and this was one of my pet peeves because my subtitles were off by up to a couple seconds depending on where the STT frame was. What I have so far is good enough to be watchable if you can look past minor translation errors and not getting translated text.

Will definitely look into implementing this.

Re:Voxtral 3 by joshspankit on Tuesday October 20, 2026 @08:27PM (#50174549)
It feels like it’s time for a new subtitle format based on audio fingerprinting.

Imagine the same subtitles working across different encodings and (minor) edits of the same video…