If u are facing a problem  in Nov 2021, you can try
!pip uninstall -y torchaudio

!pip3 install torchaudio==0.10.0 -f https://download.pytorch.org/whl/cu111/torch_stable.html


this will first uninstall the current version(if exists) and will download the stable version