this post was submitted on 24 Oct 2023
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Subgen - Auto-generate Plex or Jellyfin Subtitles using Whisper OpenAI! (alien.top)
submitted 1 year ago by McCloud@alien.top to c/main@selfhosted.forum
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Hey all,

Some might remember this from about 9 months ago. I've been running it with zero maintenance since then, but saw there were some new updates that could be leveraged.

What has changed?

  • Jellyfin is supported (in addition to Plex and Tautulli)
  • Moved away from whisper.cpp to stable-ts and faster-whisper (faster-whisper can support Nvidia GPUs)
  • Significant refactoring of the code to make it easier to read and for others to add 'integrations' or webhooks
  • Renamed the webhook from webhook to plex/tautulli/jellyfin
  • New environment variables for additional control

What is this?

This will transcribe your personal media on a Plex or Jellyfin server to create subtitles (.srt). It is currently reliant on webhooks from Jellyfin, Plex, or Tautulli. This uses stable-ts and faster-whisper which can use both Nvidia GPUs and CPUs.

How do I run it?

I recommend reading through the documentation at: McCloudS/subgen: Autogenerate subtitles using OpenAI Whisper Model via Jellyfin, Plex, and Tautulli (github.com) , but quick and dirty, pull mccloud/subgen from Dockerhub, configure Tautulli/Plex/Jellyfin webhooks, and map your media volumes to match Plex/Jellyfin identically.

What can I do?

I'd love any feedback or PRs to update any of the code or the instructions. Also interested to hear if anyone can get GPU transcoding to work. I have a Tesla T4 in the mail to try it out soon.

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[–] Snuupy@alien.top 1 points 1 year ago (1 children)

Wow, this is great! I'd be interested in doing some subtitles for some non-English shows I have, would you happen to know if translating into English subtitles is supported?

Also, take a look at https://github.com/m-bain/whisperX - subsai uses this and it's much faster than whisper.cpp

[–] McCloud@alien.top 1 points 1 year ago (1 children)

It should detect the foreign language and make english subtitles, but I haven't personally tried it.

I'm not using whisper.cpp anymore. I did some short comparisons between WhisperX and stable-ts and ultimately decided to go with stable-ts. Functionally, I'm sure they're very similar.

[–] RaiseRuntimeError@alien.top 1 points 1 year ago

I was reading the docs for both openai-whisper and faster-whisper and it can translate to English