|That sounds like the computer is overheating. I suggest you get a can of compressed air from a computer or office supply store and use it to blow out the inside of the tower.|
Disconnect all wiring from the tower and take it outside or to a garage because blowing out is messy. Be sure to blow out all fans and the power supply from both ends.
Pay attention to where the wires connect so you can reconnect them correctly.