The Black Eyed Peas is an American musical group formed in Los Angeles, California in 1995. The group consists of vocalists will.i.am, apl.de.ap, and Taboo, as well as singer and rapper Fergie. The Black Eyed Peas have released eight studio albums, including their 2003 album “Elephunk,” which brought them mainstream success and launched the hit singles “Where Is the Love?” and “Shut Up.”