The fire was reported at 5:45 a.m. on the 5100 block of W. Stiles Street.
Firefighters arrived to find flames shooting from the second floor of the two-story home.
The fire has since been extinguished.
Rescuers say a search of the home was complicated by what they called heavy hoarding conditions.
So far there have been no reports of any injuries.