David Conley, 48, is seen in an undated picture released by the Harris County Sheriff's Office in Texas August 9, 2015. [Photo/Agencies]

Court documents said Conley pushed the woman's head against a refrigerator multiple times after she tried to stop him from disciplining her son with a belt. The case was still pending.

In 2013, he was charged with aggravated assault for threatening the same woman with a knife. He pleaded guilty and was sentenced to nine months in the county jail.

In 2000, he was arrested for retaliation, accused of putting a knife to his then-girlfriend, threatening to kill her, her baby and himself. That came after she filed an assault charge against him for cutting her with a knife and punching her in the face. He was sentenced to five years in prison for retaliation.

The area around the home was cordoned off Sunday, with sheriff's deputies coming in and out of the house and the medical examiner's office having arrived at the scene.

Neighbor Dalila Mercado says when she arrived home Saturday night officers had already blocked off the area. She said she was sitting in her driveway when she heard gunshots coming from the house and officials then told her and her family to go inside their home.

Mercado said she could still see from her bedroom window and watched as a man was escorted out of the house after midnight. She said officials then had him next to her fence, taking fingerprints and photographs.

"It was shocking. I haven't slept all night," she said.

Mercado says she didn't know the residents of the house well, but would occasionally say hello to a woman and see children waiting to catch the school bus. She said she didn't recognize the man taken out of the house.