Crews were called out to the 1500 block of Catherine Street around 6:15 a.m. where they found heavy flames shooting from the second floor.
Officials say there were no smoke detectors in the home.
A man and a woman were able to escape, but a dog and cat remain missing.
There is no word yet on the cause of the fire.