Excited to share our @ISMIR2021 paper: Sequence-to-Sequence Piano Transcription with Transformers Generic encoder-decoder Transformer + Spectrogram inputs + MIDI-like event outputs = SotA results! arxiv.org/abs/2107.09142 With Ian Simon, Rigel Swavely, Ethan Manilow, and Jesse Engel

Check out our latest blog post on using Transformers for Music Transcription: g.co/magenta/mt3 Authors: Josh Gardner, Ethan Manilow, Ian Simon, Curtis Hawthorne, Rigel Swavely, Jesse Engel

Kolmogorov’s Axioms homogenize the unknown. argmin.net/p/the-grand-un…

twit twittity tweet

Joe satriani ticket acquired. I just beat life.

Sabbath number: 6

This might be the cheesiest playlist ever, Spotify. It's so perfect. ♫ You Make My Dreams – Hall and Oates spoti.fi/JB5029

Just realized we may be the least popular band that still manages to tour the world #smallvictories

WE❤️LOAD-IN

Paul Marett C'15 is studying how futurists of the past predicted and influenced the present. bit.ly/1zffWNi

Apply to be a Yodle #SoftwareEngineer #Intern with YodleTech on our careers site: yodlecareers.com/departments/te… #summerinternship #compsci #swe

Congrats Teddy Guenin & Ashwin Amurthur, MD for last night's #YPrize win! bit.ly/1wFbWnJ #Graphene #Innovation

How often do you get to perform in a museum full of mummies? #Penn #pennmuseum #pgc #penng… ift.tt/18rSkzw

The NYT obituary for Oliver Sacks, a neurologist who wrote about his patients’ struggles in ways that humanized them nyti.ms/1NGVIrC

How'd I do? #fabio

vulfpeck + kid charlemagne + bernard purdie himself #werenotworthy @… instagram.com/p/BKI_TPbAFFlP…

It's finally here: the full story on Neuralink. I knew the future would be nuts but this is a whole other level. waitbutwhy.com/2017/04/neural…

Here to Help xkcd.com/1831/ m.xkcd.com/1831/

#nips2017 Which will we solve first?