RCMP say firefighters were called Wednesday morning to the rural residence northwest of Boyle.
It took crews a number of hours to completely extinguish the blaze.
The remains were discovered when firefighters searched the debris.
Forensics investigators have been called to the scene.
They will work with the medical examiner in Edmonton to identify the remains.