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I have create a new conda environment and install whisper by other way and now it works. I installed it with this commands

conda create -n whisper python=3.9
conda activate whisper
conda install jupyter
conda install pytorch torchvision torchaudio pytorch-cuda=11.6 -c pytorch -c nvidia
pip install git+https://github.com/openai/whisper.git
sudo apt update
sudo apt install ffmpeg

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Answer selected by maximofn
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