Vanes, so the theory goes. But it's not true across the board. Cheap vanes, worn out vanes, vanes that are pulling loose from the shaft, or vanes with tears and holes shot in them are noisier than feathers.
Especially noisier than feathers that are well broken in and fletched in a moderate helical.