Place a 4-pin POST speaker in the motherboard, then take out all RAM, disconnect everything except the Main motherboard power connector and the CPU power connector. Leave the CPU in, and disconnect HDD and SATA. The only things that should be on the board.
CPU
CPU power connector
Motherboard...