KABUL, Afghanistan - The Taliban launched a series of coordinated attacks on at least seven sites across the Afghan capital on Sunday, targeting NATO headquarters, the parliament and diplomatic residences. Militants also launched near-simultaneous assaults in three other eastern cities.

At least two attackers were killed and five people wounded in the Kabul attacks, which were still under way hours after they began.

Taliban spokesman Zabiullah Mujahid claimed responsibility, saying in a statement that scores of suicide bombers were assaulting Kabul and three other provinces.

The attacks in the capital began with bombings in the central neighborhood of Wazir Akbar Khan, where a NATO base as well as a number of embassies, including that of the U.S., are located. Gunfire erupted soon after the blasts, forcing people caught out in the street to scramble for cover.

More than 10 explosions in all rocked the capital, and heavy gunfire shook the city for two hours after the initial blast. Smoke rose over the skyline from a few spots as sirens wailed.

In an e-mailed statement, Mujahid said the attacks were targeting NATO headquarters, the British and German Embassies, the Afghan parliament building, the Serena and Kabul Star hotels, and sites along Darulaman road, where the Russian Embassy is located.

At the same time, Taliban fighters launched assaults on Afghan and NATO installations in the capital cities of Nangarhar, Logar and Paktia provinces, he said.

"In all these attacks, tens of mujahedeen fighters equipped with light and heavy weapons, suicide vests, RPGs, rockets, heavy machine guns and hand grenades are attacking their targets," Mujahid said in an email. "Our initial reports indicate that a large number of foreign forces, Afghan police and army are killed and wounded." The Taliban regularly exaggerate casualty figures.

The American Embassy said in a statement saying that there were attacks "in the vicinity of the U.S. Embassy." The German Foreign Ministry said there was some damage in the grounds of the German Embassy, but it did not appear that anyone had been hurt.

Militants holed up in a tall building were firing rockets in different directions, according to an Associated Press reporter at the scene. It was not immediately clear what they were targeting, but shots appeared to be focusing on the nearby British Embassy.

At least five people were wounded in the violence across the city, said Kabir Amir, head of Kabul hospitals.

Sediq Sediqi, a spokesman for the Interior Ministry, said two suicide attackers have been killed - one who was firing from a building under construction behind the Kabul Star Hotel and one in a building under construction near the parliament.

The coordinated assaults showed a sophistication that is reminiscent of the last sustained attack in the heavily guarded capital in September 2011.

In that strike, six fighters with heavy weapons took over an unfinished high-rise and fired on the U.S. Embassy and NATO headquarters about 300 meters (yards) away. They then held out against a 20-hour barrage by hundreds of Afghan and foreign forces.

By the time the fighting ended, insurgents had killed 16 Afghans - five police officers and 11 civilians, more than half of them children. Six or seven rockets hit inside the embassy compound, but no embassy or NATO staff members were hurt.

Fighting was also continuing Sunday in the provincial assaults in Jalalabad city, Logar province and Paktia.