Listen to Peppermint Twist online. Peppermint Twist is an English language song and is sung by The Starliters and Joey Dee. Peppermint Twist, from the album Happy Oldie Party (Over 100 Songs Hits And Sing-A-Longs), was released in the year 2017. The duration of the song is 2:01. Download English songs online from JioSaavn.