Thanks for the suggestion, oldcomptrguy. I've had the same suspicion, and have installed some software (PC Alert) to monitor the motherboard temps to see if heat and beeps are related.
On the other hand, I don't get any error messages when the beeps go off -- as is supposed to happen if there is a detected malfunction during the boot process.