After seven albums on Verve, Payton signed with Warner Bros. Records, releasing Sonic Trance, his first album on the new label, in 2003. Besides his recordings under his own name, other significant collaborations include Trey Anastasio, Ray Brown, Ray Charles, Daniel Lanois, Dr. John, Stanley Jordan, Herbie Hancock, Roy Haynes, Zigaboo Modeliste, Marcus Roberts, Jill Scott, Clark Terry, Allen Toussaint, Nancy Wilson, Dr. Michael White, and Joe Henderson.