While 'American Idol' producers search for a replacement for Paula Abdul, PEOPLE has confirmed the latest guest judge. Country singer Shania Twain will sit down with Simon Cowell, Randy Jackson and Kara DioGuardi for the Chicago portion of the upcoming 'Idol' auditions.