She is the author of Dreams of Difference, Songs of the Same: The Musical Moment in Film (University of Minnesota Press, 2010) and coeditor, with Carol Vernallis and John Richardson, of The Oxford Handbook of Sound and Image in Digital Media (Oxford University Press, 2013). Herzog has published essays on film and popular music, philosophy, pornography, gentrification, parasites, and dioramas. Her most recent research project centers on a history of peep show arcades in Times Square, New York.