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 Aerosmith. I Don't Want to Miss a Thing, from the album All Time Rock, Vol. 3, was released in the year 2016. The duration of the song is 4:50. Download English songs online from JioSaavn.