I sometimes watch an iPad (velcroed to the rowing machine) with standard bluetooth headphones. I don't find it too loud. You don't even need noise cancelling headphones unless you have a really loud machine.
I wear bluetooth headphones which are connected to my Android TV player (Nvidia Shield).