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Add Diarization to README

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  1. README.md +7 -0
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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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+
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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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+
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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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+
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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