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Survey of Music Generation using Deep Learning w/ Jonathan Mackrory

The Tech Academy
310 SW 4th Ave Suite 230
Portland, OR 97204, us (map)

Note: We're in Suite 230 (the meetup UI won't let me add it) and the doors lock at 5 so we'll have to let you in. Please try to not be too late.



== Slack == There is a #deep-learning channel in the PDX Startups slack which you can join at https://pdx-startups-slack.herokuapp.com

== Topic == Jonathan Mackrory will lead the discussion.

Music generation is one of the applications for deep learning where the emphasis is more on creativity than strict classification or regression. We'll have a presentation giving a quick survey of methods for music generation using deep learning. We'll have a whirlwind tour through representations of the music, important neural network architectures, some of the implementations, and hear some of the output. If we're lucky, some of it might even sound like music. We'll then wrap up with some open discussion about the topic.

The presentation will closely follow and be based on "Deep Learning Techniques for Music Generation - A Survey" by Briot, Hadjeres and Pachet. The article is available here: https://arxiv.org/abs/1709.01620 Note that the article is 108 pages, so there is little expectation anyone will read it. For those that want to look at the article, the essential material is in Ch 4,5,7,10.