Listen to When My Sugar Walks Down the Street online. When My Sugar Walks Down the Street is an English language song and is sung by Johnny Mathis. When My Sugar Walks Down the Street, from the album 22 Hits, was released in the year 2012. The duration of the song is 3:32. Download English songs online from JioSaavn.