Listen to Don't Let It Bother You online. Don't Let It Bother You is an English language song and is sung by Fats Waller and his Rhythm. Don't Let It Bother You, from the album Nearly Invisible, was released in the year 2015. The duration of the song is 2:48. Download English songs online from JioSaavn.