Listen to The Way You Make Me Feel (Album Version) online. The Way You Make Me Feel (Album Version) is an English language song and is sung by Michael Jackson. The Way You Make Me Feel (Album Version), from the album The Collection, was released in the year 2009. The duration of the song is 4:58. Download English songs online from JioSaavn.