These fish taste pretty fishy and salty which can make them overwhelming if you don’t know how to balance their flavour Anchovies also have a fifth taste, called umami, a savoury taste found in foods high in the amino acid glutamate. Anchovies are typically filleted, salt-cured and canned in oil.