It never has made any beeps, it wasn't supplied with an internal speaker. I'll have to see if I've got a spare one.
Update: Found an internal speaker. With the OCZ PSU that's meant to be in the computer, no beeps and I've noticed that the phase LEDs on the motherboard stay on, 2 green, 1...