When I was taking the wheel off to inspect the calipers, I found that three of the lug nuts holding on the driver side rear wheel were missing. I suppose they vibrated out. I replaced them and made sure they were ridiculously tight. The sound went away. Thanks for the help though.

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Black '03 SLK32 AMG