[FEATURE REQUEST] Add Batched faster-whisper

[NickNaskida]

Hey, thanks a lot for your work here! Have you considered using Batched faster-whisper?

As per docs:

Batched version improves the speed upto 10-12x compared to openAI implementation and 3-4x compared to the sequential faster_whisper version. It works by transcribing semantically meaningful audio chunks as batches leading to faster inference.

I am down to create a pull request adding this.
Let me know.

[thomasmol]

Yes I have seen it! its awesome. however it is not released yet officially as there are a few issues, e.g. SYSTRAN/faster-whisper#940 so i'll wait until an official new release to add this.

[NickNaskida]

Cool, I'll deploy my own until then

[NickNaskida]

If anyone needs it, it is here: https://replicate.com/nicknaskida/whisper-diarization

Closing this issue for now.