Listen to In The Closet (Single Version) online. In The Closet (Single Version) is an English language song and is sung by Michael Jackson. In The Closet (Single Version), from the album The Essential Michael Jackson, was released in the year 2011. The duration of the song is 4:47. Download English songs online from JioSaavn.