At the home, they found a man who was holding a gun and a woman who had been shot dead.
The residence, located on the 5900 block of 3 Mile, was surrounded by police around 5 a.m. after responding to calls from family members that there had been a shooting.
The woman has been pronounced dead and the man is in critical condition.
The two were allegedly in a relationship.
A large police presence is still near the home, but there is no active threat to the public.
This is a developing story. Check back later with FOX 2 for more details.