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This work was made potential by core analysis and engineering efforts from Andrea Agostinelli, Zalán Borsos, George Brower, Antoine Caillon, Cătălina Cangea, Noah Fixed, Michael Chang, Chris Deaner, Timo Denk, Chris Donahue, Michael Dooley, Jesse Engel, Christian Frank, Beat Gfeller, Tobenna Peter Igwe, Drew Jaegle, Matej Kastelic, Kazuya Kawakami, Pen Li, Ethan Manilow, Yotam Mann, Colin McArdell, Brian McWilliams, Adam Roberts, Matt Sharifi, Ian Simon, Ondrej Skopek, Marco Tagliasacchi, Cassie Tarakajian, Alex Tudor, Victor Ungureanu, Mauro Verzetti, Damien Vincent, Luyu Wang, Björn Winkler, Yan Wu, and Mauricio Zuluaga.
MusicFX DJ was developed by Antoine Caillon, Noah Fixed, Jesse Engel, Alberto Lalama, Hema Manickavasagam, Adam Roberts, Ian Simon, and Cassie Tarakajian in collaboration with our companions from Google Labs together with Obed Appiah-Agyeman, Tahj Atkinson, Carlie de Boer, Phillip Campion, Sai Kiran Gorthi, Kelly Lau-Kee, Elias Roman, Noah Semus, Trond Wuellner, Kristin Yim, and Jamie Zyskowski. We give our deepest due to Jacob Collier, Ben Bloomberg, and Fran Haincourt for his or her useful suggestions all through the event course of.
Music AI Sandbox was developed by Andrea Agostinelli, George Brower, Ross Cairns (xWF), Michael Chang, Yeawon Choi, Chris Deaner, Jesse Engel, Reed Enger, Beat Gfeller, Tom Hume, Tom Jenkins, Max Edelmann (xWF), Drew Jaegle, DY Kim, David Madras, Hema Manickavasagam, Ethan Manilow, Yotam Mann, Colin McArdell, Chris Reardon, Felix Riedel, Adam Roberts, Arathi Sethumadhavan, Eleni Shaw, Sage Stevens, Amy Stuart, Luyu Wang, Pawel Wluka, and Yan Wu in collaboration with our companions in YouTube and Tech & Society.
Dream Observe was developed by Andrea Agostinelli, Zalán Borsos, Geoffrey Cideron, Timo Denk, Michael Dooley, Christian Frank, Sertan Girgin, Myriam Hamed Torres, Matej Kastelic, Pen Li, Brian McWilliams, Matt Sharifi, Ondrej Skopek, Marco Tagliasacchi, Mauro Verzetti, Mauricio Zuluaga, in collaboration with our companions in YouTube.
Particular due to Aäron van den Oord, Tom Hume, Douglas Eck, Eli Collins, Mira Lane, Koray Kavukcuoglu, and Demis Hassabis for his or her insightful steering and help all through the analysis course of. Because of Mahyar Bordbar and DY Kim for serving to coordinate these efforts, in addition to the YouTube Artist Partnerships group for his or her help partnering with the music trade.
We additionally acknowledge the various different people who contributed throughout Google DeepMind and Alphabet, together with our companions at YouTube.
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