You unlock Aerosmith after completing the first 2 songs in career mode, it doesn't matter which difficulty you play on but you do need to play both of the songs on the same difficulty.
The 2 songs you need to play are;
• Cheap Trick - Dream Police
• Matt the Hoople - All The Young Dudes
* Credit to HolyMasterFox and octoclock for the videos