Okay, so what my PC is doing is definitely not beeping. It's more like grunting, what could be causing that? (see video link above)
*Edit* I'm pretty sure there's an issue with the CPU, I did a little research and removed it to test what the system would do without it and it produces the same effect, so that must be the cause. =/