To disable the system bell or beep on Linux, at least the tab completion, and the back space bell. Edit the file /etc/inputrc (as root) and add this line.

set bell-style none

Do that if you want to be a system wide setup.

If you want it only for some user session or for your own session.

Edit the file ~/.inputrc

and there add the line.

set bell-style none