The sound starts crackling at random until I restart pulseaudio with the
following command:

systemctl --user restart pulseaudio.service

and then I also have to restart the application I was using as after the
previous command everything is mute.

This happens very often and I think this depends on pulseaudio.

Attached to this you can find details about my sound hardware.