- Islands (Tapioca and the Flea Remix) prod. by Eric Cannata, Francois Comtois, Jacob Tilley, Joe Chiccarelli, Payam Doostzadeh, Sameer Gadhia & Tapioca and the Flea (Unreleased)
- It's About Time prod. by Justin Meldal-Johnsen
- It's About Time (Live) - Spotify Exclusive prod. by Justin Meldal-Johnsen (Unreleased)
- It's a Man's, Man's, Man's World (Unreleased)
- Jungle Youth prod. by Alex Salibian
- Metropolis
- Mind Over Matter prod. by Justin Meldal-Johnsen
- Mind Over Matter (Live)
- Mind Over Matter (Live) - Spotify Exclusive
- Mind Over Matter (Reprise) prod. by Brendan Benson
- Mirrorball prod. by Justin Meldal-Johnsen
- Mirror Master prod. by Alex Salibian
- Mr. Know-It-All prod. by Alex Salibian & Jeff Bhasker
- My Body prod. by Joe Chiccarelli
- My Body (K.Flay Remix) prod. by Eric Cannata, Francois Comtois, Jacob Tilley, Joe Chiccarelli, K.Flay, Payam Doostzadeh & Sameer Gadhia (Unreleased)
- My Body (Live) prod. by Thuy-An Julien (Unreleased)
- My Body (Tokyo Police Club Remix) prod. by Eric Cannata, Francois Comtois, Jacob Tilley, Joe Chiccarelli, Payam Doostzadeh, Sameer Gadhia & Tokyo Police Club (Unreleased)
- My Body (Two Door Cinema Club Remix) prod. by Eric Cannata, Francois Comtois, Jacob Tilley, Joe Chiccarelli, Payam Doostzadeh, Sameer Gadhia & Two Door Cinema Club
- My Way prod. by John Hill & Rob Cohen