The plate had first been reported stolen to the NYPD Property Crimes Unit on Aug. 30. Walker was charged with criminal possession of stolen property as well as driving without a proper license.
Images released by police show several half empty bottles of Tito's vodka, an empty can of Surfside, and shooters that were allegedly retrieved from the vehicle.
The victim told cops that she had been assaulted, including being choked by her boyfriend Isaiah Greene, of Yonkers, who then took off for the Rye train station.