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Kernel connection in Jupiter Lab (GCP)

I am trying to transcript some audios using GCP. I have created a project in Vertex AI Workbench and I launched jupyter lab in GCP. The bucket with the folder with the audios is also created. When I run the code in the last step it shows Kernel status: connecting and and after a while, the kernel dies or is still tries to connect.

Sometimes it also shows the following errror: Server Connection Error A connection to the Jupyter server could not be established. JupyterLab will continue trying to reconnect. Check your network connection or Jupyter server configuration.

I have tried already to restart de kernel and jupyter and it still doesnt work.

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