New Eminem: “Survival” From Call of Duty: Ghosts. (Credit:YouTube) Niiiiiiccceee!!! New Eminem. This song is called "Survival" from Call Of Duty "Ghosts." The gamers know whats up. Just so you know, the new Eminem album will be out post-Memorial Day at some point.