Police have stormed the Lindt cafe in Sydney after an intense period of loud explosions or gunshots and flashes of lights.

Several ambulances are on the scene.

Earlier, police identified the man behind the siege as Iranian cleric Man Haron Monis.

Three people emerged from the building about 4:00pm (AEDT) and they were followed by another two an hour later.