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Multi-instrument Music Synthesis with Spectrogram Diffusion



Curtis Hawthorne , Ian Simon , Adam Roberts , Neil Zeghidour , Josh Gardner , Ethan Manilow , Jesse Engel


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Scaling Up Models and Data with $\texttt{t5x}$ and $\texttt{seqio}$



Adam Roberts , Hyung Won Chung , Anselm Levskaya , Gaurav Mishra , James Bradbury , Daniel Andor , Sharan Narang , Brian Lester , Colin Gaffney , Afroz Mohiuddin , Curtis Hawthorne , Aitor Lewkowycz , Alex Salcianu , Marc van Zee , Jacob Austin , Sebastian Goodman , Livio Baldini Soares , Haitang Hu , Sasha Tsvyashchenko , Aakanksha Chowdhery , Jasmijn Bastings , Jannis Bulian , Xavier Garcia , Jianmo Ni , Andrew Chen , Kathleen Kenealy , Jonathan H. Clark , Stephan Lee , Dan Garrette , James Lee-Thorp , Colin Raffel , Noam Shazeer , Marvin Ritter , Maarten Bosma , Alexandre Passos , Jeremy Maitin-Shepard , Noah Fiedel , Mark Omernick , Brennan Saeta , Ryan Sepassi , Alexander Spiridonov , Joshua Newlan , Andrea Gesmundo


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Improving Source Separation by Explicitly Modeling Dependencies Between Sources



Ethan Manilow , Curtis Hawthorne , Cheng-Zhi Anna Huang , Bryan Pardo , Jesse Engel

* To appear at ICASSP 2022 

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General-purpose, long-context autoregressive modeling with Perceiver AR



Curtis Hawthorne , Andrew Jaegle , Cătălina Cangea , Sebastian Borgeaud , Charlie Nash , Mateusz Malinowski , Sander Dieleman , Oriol Vinyals , Matthew Botvinick , Ian Simon , Hannah Sheahan , Neil Zeghidour , Jean-Baptiste Alayrac , João Carreira , Jesse Engel


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MT3: Multi-Task Multitrack Music Transcription



Josh Gardner , Ian Simon , Ethan Manilow , Curtis Hawthorne , Jesse Engel


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Sequence-to-Sequence Piano Transcription with Transformers



Curtis Hawthorne , Ian Simon , Rigel Swavely , Ethan Manilow , Jesse Engel


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Symbolic Music Generation with Diffusion Models



Gautam Mittal , Jesse Engel , Curtis Hawthorne , Ian Simon


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Improving Perceptual Quality of Drum Transcription with the Expanded Groove MIDI Dataset



Lee Callender , Curtis Hawthorne , Jesse Engel

* Examples available at https://goo.gl/magenta/e-gmd-examples 

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