Hello, I executed your Jupyter notebook in Colaboratory, environment is Python3 and GPU enabled.
I got this error on cell [12]:
ModuleNotFoundError: No module named 'youtube_dl'
To solve it please add before cell [12]:
os.environ['PAFY_BACKEND'] = 'internal'