Fergie and Josh Duhamel Finalize Their Divorce 2 Years After Separation. ... Two years after announcing their separation, Fergie and Josh Duhamel finalized their divorce late last week, E! News can confirm. The news comes just five months after the superstar singer filed the paperwork at a courthouse in Pasadena, Calif.