The singer recently appeared as a coach on The Voice UK.
Tom Jones, Lionel Richie, Michael Kiwanuka, The 1975, McFly, Simple Minds and Travis will all play Princes Street Gardens in August.
Florence + The Machine and Chvrches are among those taking part in the annual festival.