Listen to Soft Shoe online. Soft Shoe is an English language song and is sung by Chet Baker and Gerry Mulligan Quartet. Soft Shoe, from the album The Complete Chet Baker, was released in the year 2010. The duration of the song is 2:39. Download English songs online from JioSaavn.