The pilot reported an engine failure before the plane went down around 7 p.m. (0000 GMT Friday) in Clearwater, said media reports.

Firefighters found four "heavily involved" mobile homes at the scene of the crash, said Clearwater Fire Chief Scott Ehlers in a news briefing.

Multiple fatalities were confirmed, said a post by Channel3 Now on social media.

First responders were still working to determine whether there were victims inside the house that the plane crashed into, said Ehlers.

The Federal Aviation Administration and the National Transportation Safety Board are also working to identify the aircraft, its pilot and any passengers, according to Ehlers.

(With UNI inputs)