Listen to The Soft Shoe online. The Soft Shoe is an English language song and is sung by Skip Peck. The Soft Shoe, from the album Italian Restaurant Jazz Night, was released in the year 2015. The duration of the song is 2:56. Download English songs online from JioSaavn.