 Ronson recorded Aguilera's vocals at Allido Sound in New York City and additional recording was helmed by Oscar Ramirez at The Record Plant in Los Angeles, California.Dave "Hard Drive" Pensado later completed the mixing process at Larrabee North in North Hollywood.