Bangladesh security forces including commandos Saturday stormed a restaurant in the capital where dozens of people including foreigners were being held hostage by suspected Islamist militants, a security official said.

"The operation has began. Commandos have stormed the restaurant," the official said.

An AFP photographer at the scene said he could hear a massive gunfight as security forces launched the operation more than 10 hours after the hostages were taken.