Two of the dead are minors and the other is a man.
They have not been formally identified.
The blaze broke out early Thursday morning in the home in the community of La Corne, about halfway between Val-d'Or and Amos in northwestern Quebec.
The house was destroyed in the fire.
Police have not yet determined what caused the blaze.