The incident happened during the early morning hours of May 22.
Authorities say the two unknown males entered the home of 29-year-old woman. Once inside, police say the men demanded money and sexually assaulted the victim before fleeing the scene.
The suspects got away with a DVD player and an assorted amount of jewelry.
The first suspect is described as an African-American male, 25-30 years-old, 5'8"-5'9" tall, weighing 200 pounds, with a medium brown complexion and a light mustache. He was last seen wearing a red hooded sweatshirt, blue jeans and sneakers.
The second suspect is described as a Hispanic male, 23-25-years-old, 5'6"-5'7" tall, weighing 180-190 pounds, with a light complexion and medium build. He was last seen wearing a dark blue hooded sweatshirt and jean shorts.
Anyone with information is asked to contact the Special Victims Unit of the Philadelphia Police Department at 215-685-3251.