R. Kelly was arrested on federal sex charges Thursday night nearly five months after he was released on bail for additional sexual abuse charges brought by Illinois prosecutors, a spokesman for the U.S. Attorney’s office said.

The 52-year-old was arrested in Chicago by Homeland Security Investigations agents and NYPD Public Safety Task Force, officials told News 4. R. Kelly had stepped out for a smoke and to walk his dog when he was taken into custody around 7 p.m. local time, a law enforcement source familiar with the case said.

He was being held at the Metropolitan Correctional Center in Chicago, according to the Federal Prisons Bureau website.

Steve Greenberg, an attorney for Kelly confirmed Thursday’s arrest, adding “the agents were courteous and professional, as was Mr. Kelly.”