I'm going to answer myself because mine just got approved: Yes, you get an email.

Hey, did you get an email letting you know it was approved? I have the same problem and I'm checking every hour or so if the subscription has been approved or not... And I have already released the app to the store because I did not realize that my subscription was not approved.