Stone Temple Pilots by John Shearer/WireImage.com
Stone Temple Pilots fans rejoice! The Grammy-winning rock band is reuniting for a North American tour and plans to record a new album.

The group will appear on Jimmy Kimmel Live! on May 1 (11:35 pm/ET, ABC)and then embark on a 65-city tour beginning in Columbus, Ohio, on May 17.

Stone Temple Pilots formed in 1992 and sold more than 35 million albums before breaking up in 2003. - J.R. Whalen