Thanks for the response, but I already figured out the problem.

The noise was hard to track down, but after checking everything around the wheels, I decided to look under the hood. Took off the serpentine belt, and the noise went away. Turned out to be my A/C compressor trying to go out with a bang. I guess I am going to have to replace it after all.