In a statement released Friday, Chief Robert Tracy said a third officer remains hospitalized in stable condition.
"We are glad to see our three wounded officers continue to make progress in their recovery," he said. "We are thankful for the outpouring of support that these officers and our agency and community have received in the wake of this tragic assault on public safety and our City as a whole."
The shooting happened around 9:30 p.m. Wednesday in the 2400 block of North Market Street.
Officers were called to the scene for a domestic violence incident. As they entered the building, police say 31-year-old Bernard Goodwyn began shooting, wounding the three officers.
A standoff between police and Goodwyn ensued, and for 12 hours police say they tried to negotiate Goodwyn's surrender.
On Thursday morning, officers entered the room in which Goodwyn was located and found him dead with an apparent self-inflicted gunshot wound. Police say his gun was recovered at the scene.
Police rescued several women and a child during the standoff.
Tracy said this incident remains under investigation.