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         @@ -54,11 +54,15 @@ When more than one file is processed, the UI will also generate a "All_Output" z 
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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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            ## 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, or check "Diarization" in the options.
         
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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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            ## Translation
         
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            To translate the transcript to English, set the task to "Translate". You can also use ChatGPT for this task via my [translate-gpt](https://gitlab.com/aadnk/translate-gpt) CLI application.
         
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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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