The 28-year-old English singer and 29-year-old American model are among several celebrities who will appear in the project. Swift shared photos of Goulding and Aldridge as their alter egos, Destructa X and Frostbyte, on Instagram.
Actresses Zendaya, Lena Dunham and Hailee Steinfeld, singers Hayley Williams and Kendrick Lamar, and model Gigi Hadid are also confirmed as Cut-Throat, Lucky Fiori, The Trinity, The Crimson Curse, Welvin Da Great and Slay-Z, respectively.
"Bad Blood" hails from Swift's fifth studio album, 1989, and is reportedly about the singer's unfriendly relationship with fellow pop star Katy Perry. Swift will debut the music video for the song at the 2015 Billboard Music Awards on May 17.