Listen to I Don't Want to Miss a Thing online. I Don't Want to Miss a Thing is an English language song and is sung by Misty Brown. I Don't Want to Miss a Thing, from the album Playlist to Exercise, was released in the year 2015. The duration of the song is 2:08. Download English songs online from JioSaavn.