It's also the world's smallest vertebrate. “Paedophryne amauensis” was discovered in Papua New Guinea, where it lives in leaf detritus on the rainforest floor. According to Popular Science , it was difficult to find partly because its high-pitched mating call sounds like that of an insect.
Source: popsci.com