Is it from the motherboard speaker, or through your headphones/speakers from the sound card?
If it's from the motherboard check if there is anything touching the motherboard or any other parts that could be shorting out the motherboard.
Also, maybe check your chipset/processor temperatures.
Where is it beeping from?
isent it normal for a PC to beep when its returning state
see if it does it from shutdowns and restarts