Superintendent of Police Vinod Kumar said the goods train coming from Raghopur to Saharsa hit a passenger bus when it was passing through the unmanned railway crossing.
One person died on the spot and six others were injured,
About 26 passengers were on board the bus which was on way to Supaul from state capital Patna.
Police said efforts were on to clear the tracks and restore train traffic.