Some anecdotal data: I sometimes sleep with a white noise machine (the Dohm from Yogasleep). When I sleep with it, I usually remember my dreams way better (I feel like I had multiple dreams that night compared to almost none usually). I can't really say if I sleep better or not, but it helps me fall asleep quicker if the neighbors are making noise at night.