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  simply install chocolatey run this on your cmd:
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  @"%SystemRoot%\System32\WindowsPowerShell\v1.0\powershell.exe" -NoProfile -InputFormat None -ExecutionPolicy Bypass -Command "[System.Net.ServicePointManager]::SecurityProtocol = 3072; iex ((New-Object System.Net.WebClient).DownloadString('https://community.chocolatey.org/install.ps1'))" && SET "PATH=%PATH%;%ALLUSERSPROFILE%\chocolatey\bin"
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- after that install ffmpeg in your device using choco install by running this on cmd after:
 
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  choco install ffmpeg
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- install dependencies in python IDE using:
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  pip install --upgrade pip
 
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  pip install --upgrade git+https://github.com/huggingface/transformers.git accelerate datasets[audio]
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- then lastly to inference the model:
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  import torch
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  from transformers import AutoModelForSpeechSeq2Seq, AutoProcessor, pipeline
 
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  simply install chocolatey run this on your cmd:
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  @"%SystemRoot%\System32\WindowsPowerShell\v1.0\powershell.exe" -NoProfile -InputFormat None -ExecutionPolicy Bypass -Command "[System.Net.ServicePointManager]::SecurityProtocol = 3072; iex ((New-Object System.Net.WebClient).DownloadString('https://community.chocolatey.org/install.ps1'))" && SET "PATH=%PATH%;%ALLUSERSPROFILE%\chocolatey\bin"
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+ # after that install ffmpeg in your device using choco install by running this on cmd after:
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+
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  choco install ffmpeg
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+ # install dependencies in python IDE using:
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  pip install --upgrade pip
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+
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  pip install --upgrade git+https://github.com/huggingface/transformers.git accelerate datasets[audio]
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+ # then lastly to inference the model:
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  import torch
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  from transformers import AutoModelForSpeechSeq2Seq, AutoProcessor, pipeline