I Wanna Dance with Somebody cover by the Glee Cast is a song recorded by American singer Whitney Houston for her second studio album, Whitney (1987). It was released as the lead single from the album on May 2, 1987, by Arista Records. It was produced by Narada Michael Walden, and written by George Merrill and Shannon Rubicam, of the band Boy Meets Girl,