Listen to Soft Shoe online. Soft Shoe is an English language song and is sung by The Gerry Mulligan Quartet and Chet Baker. Soft Shoe, from the album Soft Shoe, was released in the year 2004. The duration of the song is 2:40. Download English songs online from JioSaavn.