executive, background vocals [2], bass [7], co [8], guitar [2-11], piano [6-7, 9, 11], producer [6-7, 9, 11], programming [2, 6-7, 9, 11], vocal [2-11]
assistant
background vocals [2, 7, 9, 11], bass [8-9, 11], guitar [4, 8]
additional, mix
background vocals [2]
bass [3], co [3], guitar [3], keyboard [3], piano [3], programming [3], strings [3]
background vocals [7, 9, 11], guitar [9, 11]
background vocals [2], bass [2], drums (drum set) [2], guitar [2], keyboard [2], piano [2], producer [2], programming [2]
photography
bass [3, 5], co [3, 8], drum machine [5, 8, 10], keyboard [3-5, 8, 10], producer [4-5, 10], programming [3-4]
assistant
artwork
design
mastering
additional [6, 6-7, 7, 9, 11], background vocals [7, 11], drums (drum set) [4, 8-10]