Producer: Beck - Producer: Pharrell Williams - Assistant Mixer: Ivan Wayman - Mixer: Shawn Everett - Drums: Pharrell Williams - Keyboards: Pharrell Williams - Guitar: Beck - Piano: Beck - Vocals: Beck - Background Vocalist: Alex Lilly - Choir: Carl F. Martin - Choir: Jacob Lusk - Choir: Kanisha Leffall - Choir: Kimberly Cook - Programming: Mike Larson - Choir: Princess Fortier - Background Vocalist: Roger Manning Jr. - Choir: Tai Phillips - Choir: Tiana Paul - Choir: Tunay Raymond - Choir: Viviana Owens - Engineer: Andrew Coleman - Asst. Recording Engineer: Ben Sedano - Engineer: David Greenbaum - Engineer: Drew Brown - Asst. Recording Engineer: Eric Eylands - Engineer: Mike Larson - Programmer: Mike Larson - Mastering Engineer: Randy Merrill - Engineer: Beck Hansen - Composer/Author: Pharrell Williams