Here is the video of the sound I am hearing. As you can see/hear, it's now happening with every acceleration.

Turn up your speakers to hear it.

YouTube - VID%2000003-20100403-1227.3GP

Can anyone tell me what's causing this? How do I get rid of it.

My heat and A/C work fine, but this sound is REALLY loud and obnoxious.