Is this repo usable for a production use case!! about whisper-diarization

[MahmoudAshraf97]

Hello and thanks for the input، please open a PR with any changes you see that are useful and we can discuss them together

[utility-aagrawal]

@MahmoudAshraf97 , will appreciate your take on this! Thanks for sharing your work!

[utility-aagrawal]

@MahmoudAshraf97 , Thanks for your understanding! This is what I want to do:

1. Leave existing functionalities as-is.

2. Please see the attached .txt file. Currently, a lot of messages/warnings/logs are displayed in command line, I want to make this optional where users can choose if they want to see these messages.
   whisper_diarization_stdout.txt

3. If users want, they should be able to run the whole pipeline locally. Meaning that they can download all the models in a directory beforehand. Faster-whisper and whisperX load_align_model already have support for this. I can check if other models can also be used in this way. Do you know if this is feasible? What other models are used in this pipeline? I still have to go through the code and don't have this answer yet.

4. Format the code for readability and usability.

Let me know what you think. It will take some time to make all these changes. Before I spend any time, I wanted to align with you. Thanks!

[utility-aagrawal]

@MahmoudAshraf97 , do you have any feedback?

[utility-aagrawal]

@MahmoudAshraf97 , thought?