Iraq hanged 36 men convicted over the 2014 massacre by Sunni jihadists and allied militants of hundreds of military recruits, officials said.

They had been found guilty of involvement in the "Speicher" massacre, named after a base near Tikrit where up to 1,700 recruits were kidnapped before being executed in a massacre claimed by the Islamic State group.

"The executions of 36 convicted over the Speicher crime were carried out this morning in Nasiriyah prison," a spokesman for the governor's office in Dhiqar, the province of which Nasiriyah is the capital, told AFP.

Source: b'Iraqi army at the mass graves of those massacred at Camp Speicher_Reuters'

Following the death of more than 300 people in the worst ever single bomb attack to strike Baghdad last month, Prime Minister Haider al-Abadi had said he wanted to expedite the execution of inmates sentenced to death in terrorism cases.

The Dhiqar governor confirmed to AFP that the executions were carried out by hanging. His spokesman said that around 400 of the Speicher massacre victims were from the Dhiqar province, which is predominantly Shiite and located in Iraq's south.

"Tens of relatives attended the executions," said Dawood. "They shouted Allahu Akbar (God is greatest), they were happy to see those people dead."

Source: b'Footage of video by ISIS showing the massacre at Camp Speicher'

The trials that have led to Iraq's latest batches of death sentences have been severely criticised by rights groups as failing to meet basic standards.

Amnesty International had slammed Iraq's systematic resort to the death penalty following the execution of 22 other people in May this year.

"The use of the death penalty is deplorable in all circumstances, and it is particularly horrendous when applied after grossly unfair trials marred by allegations of confessions extracted under torture as is frequently the case in Iraq," the group's Iraq researcher Diana Eltahawy said.

Source: b'A man kissing goodbye to the body bag of a slain person at Speicher / Source: AFP'

The United Nations had criticised Abadi's call to speed up executions, which according to Amnesty already topped 100 for 2016 before Sunday's hangings.

"Fast-tracking executions will only accelerate injustice," UN High Commissioner for Human Rights Zeid Ra'ad Al Hussein said earlier this month.

The Speicher massacre is considered one of IS' worst crimes since it took over large parts of the country in 2014.

(Feature image source: Footage from ISIS video)