Listen to I Don't Want To Miss A Thing (Album Version) online. I Don't Want To Miss A Thing (Album Version) is an English language song and is sung by Aerosmith and Steven Tyler. I Don't Want To Miss A Thing (Album Version), from the album The Essential Aerosmith, was released in the year 2011. The duration of the song is 4:59. Download English songs online from JioSaavn.