Crews responded to 37 Giles Street in Waterbury and officials said there was heavy fire at the three-family house when firefighters arrived.
No injuries are reported, according to police.
Ice and snow posed problems for firefighters.
How many people have been displaced is not clear.
The address is not listed on the Waterbury assessor's Web site.
The cause of the fire is under investigation.