The former Oasis guitarist will play the event in Valencia, Spain during the weekend of July 12-15, joining Florence + the Machine and The Vaccines on the lineup.
The Stone Roses will play a headline slot at the music festival and tickets for the show are on sale now.
Noel Gallagher's High Flying Birds will embark on their first arena tour of the UK on February 13, starting at Manchester's MEN Arena.
Reverend and The Makers have been confirmed as the band's tour support throughout the entire jaunt, which will come to a close at Birmingham's NIA on March 1.
> Noel Gallagher: 'Modern music is dreadful'
Watch the music video for Noel Gallagher's 'AKA... What A Life' below: