Listen to Don't Cry Baby online. Don't Cry Baby is an English language song and is sung by Madeleine Peyroux. Don't Cry Baby, from the album Careless Love, was released in the year 2018. The duration of the song is 3:16. Download English songs online from JioSaavn.