Listen to Don't Explain online. Don't Explain is an Unknown language song and is sung by John Coltrane. Don't Explain, from the album My Favourite Things: The John Coltrane Collection, was released in the year 2013. The duration of the song is 7:01. Download Unknown songs online from JioSaavn.