Reworking the way forward for music creation

Acknowledgements: Lyria was made doable by key analysis and engineering contributions from Kazuya Kawakami, David Ding, Björn Winckler, Cătălina Cangea, Tobenna Peter Igwe, Will Grathwohl, Yan Wu, Yury Sulsky, Jacob Kelly, Charlie Nash, Conor Durkan, Yaroslav Ganin, Tom Eccles, Zach Eaton-Rosen, Jakob Bauer, Mikita Sazanovich, Morgane Rivière, Evgeny Gladchenko, Mikołaj Bińkowski, Ali Razavi, Jeff Donahue, Benigno Uria, Sander Dieleman, Sherjil Ozair, John Schultz, Ankush Gupta, Junlin Zhang, Drew Jaegle, and Aäron van den Oord.

Music AI instruments had been developed by Adam Roberts, Alex Tudor, Arathi Sethumadhavan, Aäron van den Oord, Chris Reardon, Christian Frank, Cătălina Cangea, Doug Fritz, Drew Jaegle, Ethan Manilow, Felix Riedel, Hema Manickavasagam, Jesse Engel, Mahlet Seyoum, Mahyar Bordbar, Mauricio Zuluaga, Michael Chang, Sander Dieleman, and Tom Hume. Extra analysis contributions from Andrea Agostinelli, Antoine Caillon, Brian McWilliams, Chris Donahue, Geoffrey Cideron, Matej Kastelic, Marco Tagliasacchi, Mauro Verzetti, Mike Dooley, Mikołaj Bińkowski, Neil Zeghidour, Noah Fixed, Sertan Girgin, Timo Denk, Yunpeng Li, and Zalán Borsos.

SynthID for audio was developed with contributions from Sven Gowal, Rudy Bunel, Jamie Hayes, Sylvestre-Alvise Rebuffi, Florian Stimberg, David Stutz, Nidhi Vyas, Zahra Ahmed, and Pushmeet Kohli.

Because of Myriam Hamed Torres, Rushil Mistry, Mahyar Bordbar, Berenice Cowan, Tom Hume, Nick Pezzotti, Felix Riedel, Arun Nair, Will Hawkins, Sasha Brown, Daybreak Bloxwich, Ben Bariach, Michael Chang, Dawid Górny, Richard Inexperienced, Wealthy Galt, Ross West, Jaume Sanchez Elias, Seth Odoom, Doug Fritz, and Jonathan Evens for driving supply; Adrian Bolton, Paul Komarek, Nando de Freitas, Oriol Vinyals, Douglas Eck, Eli Collins, and Demis Hassabis for his or her recommendation.

Different contributors embody Adriana Fernandez Lara, Arielle Bier, Jonathan Fildes, Aliya Ahmad, Jane Park, Adam Cain, Katie McAtackney, Dimple Vijaykumar, Armin Senoner, Dex Hunter-Torricke, Priya Jhakra, James Besley, Rebeca Santamaria-Fernandez, Richard Ives, Jakub Kúdela, James Manyika, and Mira Lane. Thanks additionally to many others who contributed throughout Google DeepMind and Alphabet, together with our companions at YouTube.