- Jeff Beck: Guitar, acoustic guitar, rhythm guitar, bass, drums, composer (4), producer
- Johnny Depp: Acoustic guitar, baritone guitar, rhythm guitar, bass, drums, keyboards, percussion, programming, vocals, background vocals, composer (4, 6), producer
- Robert Edward Bradley: Bass, rhythm guitar, programming, background vocals, engineer, mixing, co-producer
- Pino Palladino: Bass
- Rhonda Smith: Bass
- Vinnie Colaiuta: Drums
- Tommy Henriksen: Keyboards, programming, background vocals, arranger, composer (6), engineer, co-producer
- Robert Adam Stevenson: Piano, keyboards, programming, arranger, engineer, mixing, co-producer
- Ben Thomas: Keyboards, programming, engineer, co-producer
- James Pearson: Keyboards
- Jason Rebello: Piano
- Vanessa Freebairn-Smith: Cello
- Olivia Safe: Vocals

- Davy Spillane: Composer (1)
- Jaz Coleman: Composer (2)
- Andy Gill: Composer (2)
- Martin Glover: Composer (2)
- Geordie Walker: Composer (2)
- Karen Lamm-Wilson: Composer (3)
- Dennis Wilson: Composer (3)
- Tony Asher: Composer (5, 7)
- Brian Wilson: Composer (5, 7), arranger
- Warren "Pete" Moore: Composer (8)
- William Robinson: Composer (8)
- Renaldo Benson: Composer (9)
- Al Cleveland: Composer (9)
- Marvin Gaye: Composer (9)
- Lou Reed: Composer (10)
- Gilbert Bécaud: Composer (11)
- Manny Curtis: Composer (11)
- Pierre Delanoë: Composer (11)
- Janis Ian: Composer (12)
- John Lennon: Composer (13)

- Ben Findlay: Engineer, programming
- Alan Branch: Engineer
- Fiona Cruickshank: Engineer