Listen to Like a Virgin online. Like a Virgin is an English language song and is sung by The Gleeks. Like a Virgin, from the album Music Inspired From: Glee Season 1 (Ultimate Tribute Collection), was released in the year 2015. The duration of the song is 3:20. Download English songs online from JioSaavn.