"Join in the Rhythm of Machines" is a special album by the British EBM group, Nitzer Ebb. This compilation was released in 2011 and was a New York special edition release by the label - NE Records and Artists’ Addiction Records. The album cover artist, Simon Granger, offered a tribute to Nitzer Ebb’s established aesthetic with such artwork.
The album combined new remixes of Nitzer Ebb's most famous early singles with a selection of remixes by the Industrial rock supergroup Die Krupps. Additionally, it contained the original recordings of "Warsaw Ghetto" and "Murderous." These new mixes provided a fresh take on the band's early innovative sound - a collision of sequencers, percussion, and the forceful, emotive vocals of frontman, Douglas McCarthy.
"Join in the Rhythm of Machines" also featured the track - "Once You Say," with guest vocals by Depeche Mode's Martin L. Gore. The album stands as a testament to the enduring influence and ongoing evolution of one of the original pioneers of the electronic body music (EBM) and industrial music genres.