Listen to Soft Shoe online. Soft Shoe is an English language song and is sung by Gerry Mulligan Quartet. Soft Shoe, from the album Santa Is Coming, was released in the year 2015. The duration of the song is 4:21. Download English songs online from JioSaavn.