Singer/TV personality Aubrey O'Day attends the 137th Kentucky Derby at Churchill Downs on May 7, 2011 in Louisville, Kentucky.
(May 06, 2011 - Source: Michael Loccisano/Getty Images North America) see more angles »
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Aubrey O'Day Off-the-Shoulder Dress

Aubrey shows off her shoulder at the Kentucky Derby in a black and white off-the-shoulder cocktail dress.
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