Richard Bowdler Sharpe described this species as Bambusicola hyperythra in 1879, from specimens collected in northwestern Borneo by William Hood Treacher, who was Acting Governor of Labuan at that time. In 1890, Sharpe described the population on Mount Kinabalu as Bambusicola erythrophrys. It was formerly considered a subspecies, but it has been suggested that the brighter plumage on the face is due to age differences. The species is currently considered monotypic.