If you like me and you hate that beep that happens way too often, ie when your restart etc, you have to know it is related to a kernel module, which you can unload & block once & for all.
as root :
echo "blacklist pcspkr" >> /etc/modprobe.d/blacklist.conf
you can also do : rmmod pcspkr
if you wan to stop it right now.