A female dog that wasn't thought to be involved in the attack stands near police officers and an unidentified woman. (CBC)A newborn baby is dead after being attacked by a dog, Quebec provincial police say.

The attack happened in Saint-Barnabé-Sud, Que., on Monday afternoon.

Police said they received a call about the three-week-old girl around 3:30 p.m. ET.

Neighbours said the baby was in the home on Rang Bas-Saint-Amable with a pair of huskies — a male and a female.

The dogs did not belong to the family, but to a couple visiting the home, they said.

For an unknown reason, one of the dogs, believed to be the male, attacked the baby, said police.

A baby died in a dog attack in Saint-Barnabé-Sud, 60 kilometres east of Montreal. (CBC)"The investigation is just starting. What happened exactly, we will learn more over the coming hours," said provincial police Sgt. Claude Denis.

The incident has shocked members of the small community and many people gathered outside the home where it happened, Radio-Canada's Jean-Philippe Cipriani reported from the scene.

Both of the dogs were taken away by humane society officials, who said tests would be done to confirm which of the animals was responsible for the attack and whether it was suffering from any problems, such as rabies.

"They are not aggressive dogs," said Claude Dionne of the St-Hyacinthe SPCA. "They are just territorial dogs."

Dionne said it was likely the dog responsible for the attack would be euthanized.

Since 1990, there have been 28 fatalities related to dog attacks in Canada, according to Statistics Canada. Of those killed, 85 per cent were children under 12 years of age.

Saint-Barnabé-Sud is about 60 kilometres east of Montreal.