"Apparently they had been in an argument earlier tonight and the male shot the female and then shot himself," said Sgt. Curtis Brown with the Harris County Sheriff's Department.
The sheriff's office identified the dead couple as Jose Hernandez and Lucia Calletano. The children said their parents have had marital problems for several months.
Investigators are still looking into specifics as what led up to the shooting.