Jessica Williams, 33, was fatally shot on Bourbon Street over the weekend. She was mother of two.
Police say one man was taken into custody on Tuesday morning in connection with the shooting.
A second suspect is in the hospital after being shot himself.
Police say the two men fired shots at each other, and Williams was an innocent bystander.