It sounds like you've done a pretty good job ruling out common culprits. Now I could be mistaken, but I believe this:
Is actually coming from the motherboard. I don't think CPUs have any beeping functionality. So I'm guessing either the CPU is dead, or something is wrong with the BIOS. Have you taken the CPU out to look at the pins and the LGA?