How to get Word and Verbose level transcription with Large-v3 (with Bathcing)?

[souvikqb]

Large-v3 is very fast with batching as shown here --- https://huggingface.co/openai/whisper-large-v3

Batching speeds up the transcription process by a lot. The only reason I wish to use faster_whisper is cause it provides things like verbose, word level transcription

Additionally support for various input params like best_of, beam_size etc all of which are supported by whisper - https://github.com/openai/whisper/blob/main/whisper/transcribe.py