The species was described in 1868 by the German ornithologist
Jean Cabanis based on a specimen from
East Africa, probably from the coast opposite
Zanzibar. It was initially placed in the genus
Crithagra but later moved to a genus of its own,
Anomalospiza. The name of the genus means "anomalous finch" with
spiza being a
Greek word for finch. The specific name
imberbis comes from
Latin and means "beardless". Its closest relatives are thought to be the indigobirds and whydahs of the genus
Vidua. These birds are now usually considered to form a family, Viduidae. Previously they were treated as a subfamily, Viduinae, within either the
estrildid finch family Estrildidae, or the
weaver family Ploceidae. ==Description==