Windows Linux Bash disable sound

To disable the beep or chime sound in Windows 10 subsystem Linux Bash

Edit /etc/inputrc (need to sudo)
and uncomment or add the line:

set bell-style none
set bell-style visible

To disable the beep or chime sound in vim:
Add this to your .vimrc

set visualbell