Who is Black Eyed Peas? The Black Eyed Peas are an American hip-hop group from Los Angeles, California, who have enjoyed worldwide pop success. The group is currently composed of will.i.am, apl.de.ap, Taboo, and Fergie. Since their breakout album Elephunk in 2003, they have seen international fame for their pop/dance-influenced style of hip-hop music. The Black Eyed Peas have sold an estimated 27 million albums and singles worldwide.