transcriber = pipeline(model="openai/whisper-large-v2", my_parameter=1)
out = transcriber()  # This will use my_parameter=1.
out = transcriber(, my_parameter=2)  # This will override and use my_parameter=2.
out = transcriber()  # This will go back to using my_parameter=1.