Those are diseases, you can't fix this type especially if "they own their house". It has happened to me a few times and I had no choice but moving out. There are at list one or 2 in every neighborhood and it's not always about laud music.
I made a deal with my current landlady, if there will be any major problem (such as noise) by neighbors I'll be out. I signed a M to M contract, one month deposit and 1 month rent.
Try not to make a contract more than 3 months.