Mariah Carey and Ty Dolla $ign Collab on New Song Mimi is back at it with another song from her upcoming album, ‘Caution.’ After releasing her singles, “GTFO” and “With You,” the singer dropped “The Distance" with Ty Dolla $ign. With production from Skrillex, the song features a smooth and heavy bass beat. The love song is a about a thriving relationship. Mariah Carey, on "The Distance" Carey’s album will be released on November 16.