Listen to Baby I Don't Cry over You online. Baby I Don't Cry over You is an English language song and is sung by Billie Holiday. Baby I Don't Cry over You, from the album 100 Greatest: Billie Holiday, was released in the year 2012. The duration of the song is 3:10. Download English songs online from JioSaavn.