Listen to Don't Explain online. Don't Explain is an English language song and is sung by Billie Holliday. Don't Explain, from the album The Very Best of Jazz - 50 Unforgettable Tracks (Remastered), was released in the year 2012. The duration of the song is 2:28. Download English songs online from JioSaavn.