I did note BTW that you said the beeps were from the PC and not your speakers and that is why we are looking at the PC first.
Can I ask whether the computer has been moved or knocked previous to this starting or whether you had been inside the case possibly for cleaning purposes, the beeps could be caused by the chassis intrusion switch.