Artist: Beck - Producer: Beck Hansen - Producer: Greg Kurstin - Mixer: Serban Ghenea - Engineer: Greg Kurstin - Engineer: Beck Hansen - Engineer: Alex Pasco - Engineer: David “Elevator” Greenbaum - Engineer: Darrell Thorp - Engineer: Cassidy Turbin - Engineer: Julian Burg - Engineer: Cole M.G.N. - Engineer: Florian Lagatta - Engineer: Jesse Shatkin - Engineer: John Hanes - Vocals: Beck Hansen - Guitar: Beck Hansen - Piano: Beck Hansen - Keyboards: Beck Hansen - Organ: Beck Hansen - Synthesizer: Beck Hansen - Bass Guitar: Beck Hansen - Glockenspiel: Beck Hansen - Percussion: Beck Hansen - Guitar: Greg Kurstin - Bass Guitar: Greg Kurstin - Drums: Greg Kurstin - Piano: Greg Kurstin - Synthesizer: Greg Kurstin - Keyboards: Greg Kurstin - Additional Keyboards: Greg Kurstin - Mellotron: Greg Kurstin - Marimba: Greg Kurstin - Organ: Greg Kurstin - Percussion: Greg Kurstin - String Arranger: David Richard Campbell - String Arranger: Beck Hansen - Conductor: David Richard Campbell - Other: Suzie Katayama - Violin: Charlie Bisharat - Violin: Mario De Leon - Violin: Songa Lee - Violin: Natalie Leggett - Violin: Sara Parkins - Violin: Michele Richards - Violin: Tereza Stanislav - Violin: Josefina Vergara - Viola: Andrew Duckles - Viola: Matt Funes - Viola: Darrinn McCann - Cello: Steve Richards - Cello: Eric Byers - Cello: Suzie Katayama - Cello: Timothy Landauer - Upright Bass: Nico Abondolom - Upright Bass: Geoff Osika - Background Vocalist: Robert Joseph Manning Jr - Mastering Engineer: Randy Merrill - Re-Mixer: Picard Brothers