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hey welcome to one little coder open AI whisper is really good in transcribing languages transcribing audios from any languages to English so you can give an English audio and it can transcribe it to English or you can also give any other language it can transcribe and translate it to English but open a whisper what it cannot do out of box is Speaker diarization what is the speaker diarization so if you have got a conversation where two people are talking do you you want to label those two people individually sometimes it is very important whenever you are transcribing a podcast or something like that which is not currently possible out of box using open AI whisper so that stops a lot of people from using open a whisper we have got some open source contributions where we have got an amazing person called the workesh Patel he has created a Google collab notebook and also a radio demo that helps us do speaker diarization using open a whisper also an additional model from speech brain so