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	Add Diarization to README
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        README.md
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         @@ -52,6 +52,13 @@ You can upload multiple files either through the "Upload files" option, or as a 
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            Each audio file will then be processed in turn, and the resulting SRT/VTT/Transcript will be made available in the "Download" section. 
         
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            When more than one file is processed, the UI will also generate a "All_Output" zip file containing all the text output files.
         
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            ## Whisper Implementation
         
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            You can choose between using `whisper` or `faster-whisper`. [Faster Whisper](https://github.com/guillaumekln/faster-whisper) as a drop-in replacement for the 
         
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            Each audio file will then be processed in turn, and the resulting SRT/VTT/Transcript will be made available in the "Download" section. 
         
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            When more than one file is processed, the UI will also generate a "All_Output" zip file containing all the text output files.
         
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            ## Diarization
         
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            To detect different speakers in the audio, you can use the [whisper-diarization](https://gitlab.com/aadnk/whisper-diarization) application. 
         
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            Download the JSON file after running Whisper on an audio file, and then run app.py in the 
         
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            whisper-diarization repository with the audio file and the JSON file as arguments.
         
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            ## Whisper Implementation
         
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            You can choose between using `whisper` or `faster-whisper`. [Faster Whisper](https://github.com/guillaumekln/faster-whisper) as a drop-in replacement for the 
         
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