Listen to Don't Commit the Crime online. Don't Commit the Crime is an English language song and is sung by Lena Horne. Don't Commit the Crime, from the album The Anthology Album, was released in the year 2015. The duration of the song is 5:31. Download English songs online from JioSaavn.