+1^
There should be a jumper on the board that needs replacing to cancel that. Or else, some boards have the enable/disable feature in BIOS you can change. What is the make/model of your board?
Just Disable that feature in the BIOS, it is only enabled if you want a beep to occur when the cover of the PC is removed. It's an office security feature that is more annoying than useful.