Broderick and Colbert realized they have one wish in common: They would both like to play the role of Eliza Doolittle in the classic musical My Fair Lady. This realization led to an impromptu duet of Alan Jay Lerner and Frederick Loewe's "Wouldn't It Be Loverly?"
Watch the performance below: