Fergie was in The Black Eyed Peas.
Fergie (singer) . She was the female vocalist for the hip hop group The Black Eyed Peas from 2002 until 2017 , with whom she had achieved chart success worldwide . With The Black Eyed Peas , she enjoyed a series of hits and albums before she released her solo debut album in September 2006 to success . As Ferguson 's five solo singles and six singles with The Black Eyed Peas have reached two million downloads in the United States , Ferguson was the artist with the most two-million sellers by the beginning of 2011 .