The ferry reportedly carrying around 100 passengers sank on Sunday evening after being hit by a cargo vessel.
Abdullah Arefin, Narayanganj's deputy director of fire service and civil defence, said that the rescue operation was complicated by a storm.
According to witnesses, the ferry sank quickly and the cargo vessel left the scene of the accident.