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<!DOCTYPE html> <html lang="en"> <head> <meta charset="utf-8"> <meta http-equiv="X-UA-Compatible" content="IE=edge"> <meta name="viewport" content="width=device-width, initial-scale=1"> <title>Talks</title> <meta name="description" content="Magenta talks in the wild"> <!-- OpenGraph data --> <meta property="og:image" content="https://magenta.tensorflow.org/assets/magenta-logo-card.jpg"> <meta property="og:title" content="Talks"> <meta property="og:description" content="Magenta talks in the wild"> <meta property="og:url" content="https://magenta.tensorflow.org/talks"> <meta property="og:site_name" content="Magenta"> <!-- Twitter Card data --> <meta name="twitter:card" content="summary"> <meta name="twitter:title" content="Talks"> <meta name="twitter:description" content="Magenta talks in the wild"> <meta name="twitter:image" content="https://magenta.tensorflow.org/assets/magenta-logo-card.jpg"> <link rel="stylesheet" href="/css/main.css"> <link rel="canonical" href="https://magenta.tensorflow.org/talks"> <link rel="alternate" type="application/rss+xml" title="Magenta" href="https://magenta.tensorflow.org/feed.xml"> <link href="https://fonts.googleapis.com/css?family=Google+Sans:+400,500,700" media="all" rel="stylesheet"> <script src="//www.google.com/js/gweb/analytics/autotrack.js"></script> <script> new gweb.analytics.AutoTrack({ profile: 'UA-80107903-1' }); </script> </head> <body> <div class="scrim" onclick="document.body.classList.toggle('drawer-opened', false)"></div> <header> <div class="top-bar background"> <div class="top-bar-content"> <div class="logo"> <a href="/"><img src="/assets/magenta-logo.png" height="70" alt="magenta logo"></a> </div> <nav> <button class="menu-button" onclick="document.body.classList.toggle('drawer-opened', true)" aria-label="open nav menu"> <svg viewBox="0 0 18 15"> <path fill="#424242" d="M18,1.484c0,0.82-0.665,1.484-1.484,1.484H1.484C0.665,2.969,0,2.304,0,1.484l0,0C0,0.665,0.665,0,1.484,0 h15.031C17.335,0,18,0.665,18,1.484L18,1.484z"/> <path fill="#424242" d="M18,7.516C18,8.335,17.335,9,16.516,9H1.484C0.665,9,0,8.335,0,7.516l0,0c0-0.82,0.665-1.484,1.484-1.484 h15.031C17.335,6.031,18,6.696,18,7.516L18,7.516z"/> <path fill="#424242" d="M18,13.516C18,14.335,17.335,15,16.516,15H1.484C0.665,15,0,14.335,0,13.516l0,0 c0-0.82,0.665-1.484,1.484-1.484h15.031C17.335,12.031,18,12.696,18,13.516L18,13.516z"/> </svg> </button> <div class="links"> <a href="/get-started">Get Started</a> <a href="/studio">Studio</a> <a href="/ddsp-vst">DDSP-VST</a> <a href="/demos">Demos</a> <a href="/blog">Blog</a> <a href="/research">Research</a> <a href="/talks">Talks</a> <a href="/community">Community</a> </div> </nav> </div> </div> </header> <div class="drawer"> <div class="drawer-content"> <a href="/get-started">Get Started</a> <a href="/studio">Studio</a> <a href="/ddsp-vst">DDSP-VST</a> <a href="/demos">Demos</a> <a href="/blog">Blog</a> <a href="/research">Research</a> <a href="/talks">Talks</a> <a href="/community">Community</a> </div> </div> <div class="main"> <section class="white"> <div class="content single"> <h1>Talks</h1> <p>If you're interested in finding out more about our work, but don't want to go through all the blog posts, here are some conference talks about Magenta, both from team members and community collaborators!</p> <h2> 2019 </h2> <ul> <li> <a href="https://www.youtube.com/watch?v=pM9u9xcM_cs"> <b>Music and Machine Learning</b> </a> @ Google I/O -- Adam Roberts &amp; Jesse Engel </li> <li> <a href="https://www.facebook.com/iclr.cc/videos/180450866187268?t=4300"> <b>Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset</b> </a> @ ICLR -- Curtis Hawthorne </li> <li> <a href="https://www.youtube.com/watch?v=jADIVqTut5E"> <b>Exploring the Creative Potential of Deep Learning through the Magenta Project</b> </a> @ Algorithmic Art Assembly 2019 -- Adam Roberts </li> <li> <a href="https://www.youtube.com/watch?v=DkiFjzQgJtg"> <b>Why You Should Build Silly Things</b> </a> @ Algorithmic Art Assembly 2019 -- Monica Dinculescu </li> </ul> <h2> 2018 </h2> <ul> <li> <a href="https://youtu.be/w-fsuRbAVuo?t=56m24s"> <b>Onsets and Frames: Dual-Objective Piano Transcription</b> </a> @ ISMIR -- Curtis Hawthorne </li> <li> <a href="https://www.youtube.com/watch?v=lMJKhrqPYSw"> <b>Project Magenta</b> </a> @ TensorFlow Dev Summit -- Sherol Chen </li> <li> <a href="https://youtu.be/KAuEIw9dd0w?t=5034"> <b>MusicVAE: A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music</b> </a>@ ICML -- Adam Roberts </li> <li> <a href="https://youtu.be/t81QhHaMS7w?t=237"> <b>Advances in Machine Learning</b> </a> @ Google I/O -- Douglas Eck </li> <li> <a href="https://www.youtube.com/watch?v=HKRJuz6o2uY"> <b>Musical Deep Neural Networks in the Browser</b> </a> @ WebAudio Conf -- Tero Parviainen </li> </ul> <h2> 2017 </h2> <ul> <li> <a href="https://www.youtube.com/watch?v=vM5NaGoynjE"> <b>Magenta: Music and Art Generation</b> </a> @ Tensorflow Dev Summit -- Douglas Eck </li> <li> <a href="https://vimeo.com/240608327"> <b>Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders</b> </a> @ ICML -- Cinjon Resnick </li> <li> <a href="https://www.youtube.com/watch?v=2FAjQ6R_bf0"> <b>Project Magenta: Music and Art with Machine Learning</b> </a> @ Google I/O -- Douglas Eck </li> <li> <a href="https://www.youtube.com/watch?v=CZ1200kMl4A"> <b>AI and the Art of Ingenuity: Computational Creativity</b> </a> @ World Science Festival -- Jesse Engel </li> <li> <a href="https://www.youtube.com/watch?v=UXyMiSURQ7Y"> <b>WS Connect Q &amp; A</b> </a> @ World Science Festival -- Jesse Engel </li> <li> <a href="https://vimeo.com/233020628"> <b>Transforming Technology into Art</b> </a> @ Future of Story Telling -- Douglas Eck </li> </ul> </div> </section> </div> <footer> <div class="footer-content"> <div class="logo"> <a href="https://ai.google/" target="_blank" rel="noopener" title="Google AI"> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 157.2 40.88"><defs><style>.cls-1{fill:none;}.cls-2{fill:#80868b;}.cls-3{fill:#80868b;}.cls-4{fill:#80868b;}.cls-5{fill:#80868b;}.cls-6{fill:#80868b;}</style></defs><g id="Running_copy" data-name="Running copy"><path class="cls-1" d="M82.91,16.35A4.8,4.8,0,0,0,79.29,18a5.66,5.66,0,0,0-1.49,4,5.53,5.53,0,0,0,1.49,3.94,4.78,4.78,0,0,0,3.62,1.58,4.47,4.47,0,0,0,3.49-1.58A5.7,5.7,0,0,0,87.81,22a5.84,5.84,0,0,0-1.41-4A4.48,4.48,0,0,0,82.91,16.35Z"></path><path class="cls-1" d="M42.8,16.35a4.92,4.92,0,0,0-3.66,1.57,5.49,5.49,0,0,0-1.51,4,5.52,5.52,0,0,0,1.52,4,5,5,0,0,0,7.3,0,5.48,5.48,0,0,0,1.53-4,5.49,5.49,0,0,0-1.51-4A4.93,4.93,0,0,0,42.8,16.35Z"></path><path class="cls-1" d="M62.89,16.35a4.93,4.93,0,0,0-3.67,1.57,5.53,5.53,0,0,0-1.51,4,5.48,5.48,0,0,0,1.53,4,5,5,0,0,0,7.3,0,5.48,5.48,0,0,0,1.53-4,5.49,5.49,0,0,0-1.51-4A4.93,4.93,0,0,0,62.89,16.35Z"></path><path class="cls-1" d="M111,16.82a4.15,4.15,0,0,0-2.12-.54,4.79,4.79,0,0,0-3.32,1.46,4.9,4.9,0,0,0-1.47,3.9l8.2-3.41A2.82,2.82,0,0,0,111,16.82Z"></path><rect class="cls-2" x="94.13" y="3.56" width="4.03" height="26.97"></rect><path class="cls-3" d="M42.8,12.74a9,9,0,0,0-6.53,2.62,8.83,8.83,0,0,0-2.68,6.55,8.84,8.84,0,0,0,2.68,6.56,9.46,9.46,0,0,0,13.07,0A8.83,8.83,0,0,0,52,21.91a8.82,8.82,0,0,0-2.67-6.55A9,9,0,0,0,42.8,12.74Zm3.65,13.15a5,5,0,0,1-7.3,0,5.52,5.52,0,0,1-1.52-4,5.49,5.49,0,0,1,1.51-4,5.06,5.06,0,0,1,7.33,0,5.49,5.49,0,0,1,1.51,4A5.48,5.48,0,0,1,46.45,25.89Z"></path><path class="cls-4" d="M18.89,15.55v3.9h9.32a8.27,8.27,0,0,1-2.12,4.9,9.76,9.76,0,0,1-7.2,2.85,9.75,9.75,0,0,1-7.24-3,10.07,10.07,0,0,1-3-7.33,10.07,10.07,0,0,1,3-7.33,9.75,9.75,0,0,1,7.24-3,9.89,9.89,0,0,1,7,2.78l2.75-2.74a13.63,13.63,0,0,0-9.77-3.93A14.07,14.07,0,0,0,8.71,6.78,13.58,13.58,0,0,0,4.44,16.84,13.56,13.56,0,0,0,8.71,26.9a14.07,14.07,0,0,0,10.18,4.19,13.12,13.12,0,0,0,9.94-4q3.38-3.36,3.37-9.1a12.59,12.59,0,0,0-.2-2.44Z"></path><path class="cls-4" d="M87.53,14.79h-.14a5.64,5.64,0,0,0-2-1.46,6.66,6.66,0,0,0-2.83-.59,8.37,8.37,0,0,0-6.15,2.69A9,9,0,0,0,73.77,22a8.86,8.86,0,0,0,2.64,6.46,8.36,8.36,0,0,0,6.15,2.68A5.87,5.87,0,0,0,87.39,29h.14v1.32a5.63,5.63,0,0,1-1.3,4,4.69,4.69,0,0,1-3.6,1.39,4.34,4.34,0,0,1-2.88-1A5.94,5.94,0,0,1,78,32.44L74.5,33.9a9.43,9.43,0,0,0,3,3.79,8.07,8.07,0,0,0,5.14,1.64,8.61,8.61,0,0,0,6.27-2.39c1.64-1.58,2.45-4,2.45-7.17V13.3H87.53ZM86.4,25.89a4.47,4.47,0,0,1-3.49,1.58,4.78,4.78,0,0,1-3.62-1.58A5.53,5.53,0,0,1,77.8,22a5.66,5.66,0,0,1,1.49-4,4.8,4.8,0,0,1,3.62-1.6A4.48,4.48,0,0,1,86.4,18a5.84,5.84,0,0,1,1.41,4A5.7,5.7,0,0,1,86.4,25.89Z"></path><path class="cls-5" d="M62.89,12.74a9,9,0,0,0-6.53,2.62,8.79,8.79,0,0,0-2.68,6.55,8.8,8.8,0,0,0,2.68,6.56,9.45,9.45,0,0,0,13.06,0,8.8,8.8,0,0,0,2.68-6.56,8.79,8.79,0,0,0-2.68-6.55A9,9,0,0,0,62.89,12.74Zm3.65,13.15a5,5,0,0,1-7.3,0,5.48,5.48,0,0,1-1.53-4,5.53,5.53,0,0,1,1.51-4,5.07,5.07,0,0,1,7.34,0,5.49,5.49,0,0,1,1.51,4A5.48,5.48,0,0,1,66.54,25.89Z"></path><path class="cls-3" d="M109.22,27.47a4.68,4.68,0,0,1-4.45-2.78L117,19.62l-.42-1a11,11,0,0,0-.91-1.81,10.64,10.64,0,0,0-1.49-1.86,7.14,7.14,0,0,0-2.36-1.56,7.73,7.73,0,0,0-3.1-.61,8.27,8.27,0,0,0-6.13,2.57,9.05,9.05,0,0,0-2.52,6.6,8.93,8.93,0,0,0,2.61,6.54,8.74,8.74,0,0,0,6.5,2.64,8.43,8.43,0,0,0,4.69-1.25,10.13,10.13,0,0,0,3-2.82l-3.13-2.08A5.26,5.26,0,0,1,109.22,27.47Zm-3.64-9.73a4.79,4.79,0,0,1,3.32-1.46,4.15,4.15,0,0,1,2.12.54,2.82,2.82,0,0,1,1.29,1.41l-8.2,3.41A4.9,4.9,0,0,1,105.58,17.74Z"></path><path class="cls-6" d="M127.47,30.54h-3.55l9.39-24.9h3.62l9.39,24.9h-3.55l-2.4-6.75H129.9Zm7.58-21L131,20.8h8.28L135.19,9.57Z"></path><path class="cls-6" d="M152.44,30.54h-3.2V5.64h3.2Z"></path></g></svg> </a> </div> <ul> <li> <a href="https://twitter.com/search?q=%23madewithmagenta" target="_blank" rel="noopener"> Twitter </a> </li> <li> <a href="/blog" target="_blank" rel="noopener"> Blog </a> </li> <li> <a href="https://github.com/tensorflow/magenta" target="_blank" rel="noopener"> GitHub </a> </li> <li> <a href="https://www.google.com/policies/privacy/" target="_blank" rel="noopener"> Privacy </a> </li> <li> <a href="https://www.google.com/policies/terms/" target="_blank" rel="noopener"> Terms </a> </li> </ul> </div> </footer> </body> <script src="/js/main.js"></script> </html>

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