Its natural habitat is subtropical or tropical moist lowland forests.

The present genus Rhegmatorhina was introduced by the American ornithologist Robert Ridgway in 1888. The specific epithet melanosticta is from the Ancient Greek melanostiktos meaning "black-spotted". It combines melas meaning "black" and stiktos meaning "spotted".