Would we be jerks to complain to our apartment management about noise

Me and my husband have been trying really hard not to complain about our upstairs neighbors. They moved here two months ago and they party every. Single. Night. They're blasting music from 10pm to 5am. My husband is a teacher so he's up at 6am. I'm a nurse and I am up at 5 to head to my shift. We've tried talking to them. Theyre a pretty young couple. My husband also deals with chronic pain so he's not sleeping. The last time my husband went to ask them to please quiet down they told him to come back when they can actually understand him. My husband has an accent because he's Cuban. My husband has been extra cranky from pain, lack of sleep, and students. I also work as a NICU nurse so me being exhausted with babies isn't safe. I never report anyone to the office. Especially since loud noise past quiet hours is a lease violation and im not trying to get anyone evicted. But we are exhausted.