Let's Dance(2006)

A bored lawyer spots a beautiful woman in the window of a dance studio. He secretly starts taking lessons to be near her, and then over time discovers how much he loves dancing. His wife, meanwhile, has hired a private detective to find out why he has started coming home late smelling of perfume.