Former Extreme Makeover star Fisher and Canseco separated three months ago, according to his publicist Nancy Iannios.
She tells Life & Style magazine, "Garth and Jessica are in the process of divorcing."
Fisher was previously married to U.S. TV presenter and model Brooke Burke. Canseco was once wed to baseball star Jose Canseco. They divorced in 1999.