The assault was believed to have happened in Eglinton Court, near the O2 Academy venue, on Sunday night.
Officers have now confirmed that the incident is no longer being treated as a sexual assault following further inquiries.
The 02 Academy is one of the most popular music venues in the city and holds 2,500 people.