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Monday, September 28

Time (EDT)



10:00 AM – 10:10 AM

Opening Remarks

Jonathan Wyner

10:10 AM – 11:10 AM


Jon Bailey (moderator)
Holly Herndon

11:10 AM – 11:50 AM

Advances in breakbeat analysis, synthesis and rhythm transformation

Jason Hockman 

11:50 AM – 12:50 AM

Breakout session and social

Scott H. Hawley
Stephen Travis Pope
Ethan Manilow
Christie Laurent, Riccardo Miccini, and Cumhur Erkut
Yugo Mafra Kuno, Bruno Sanches Masiero, and Nilesh Madhu


12:50 PM –1:30 PM

Audio Content Analysis

Alexander Lerch 

1:30 PM – 1:40 PM

Coffee Break


1:40 PM – 2:20 PM

Machine Learning as a Generative Model: Machine Learning for Music Composition

David Kant 

2:20 PM – 3:00 PM

Neural Audio Synthesis for Music

Jesse Engel 


Tuesday, September 29 

Time (EDT)



10:00 AM – 10:40 AM

Current Trends in Audio Source Separation

Fabian-Robert Stöter and Stefan Uhlich

10:40 AM – 11:20 AM

Deep Learning Approaches to Multitrack Mixing

JT Colonel and Christian Steinmetz 

11:20 AM – 12:20 PM

Breakout session and social

Shubhr Singh
Jonathan D. Ziegler
Ana Gabriela Pandrea
Cumhur Erkut
Justin Swaney
Danilo Comminiello
Jordie Shier

12:20 PM –1:00 PM

"Cognitive Audio": Enabling Machine Learning Systems with an Understanding of How We Hear

Ishwarya Ananthabhotla 

1:00 PM – 1:40 PM

Using machine learning to improve voice recording, remix music and transcribe melodies

Bryan Pardo 

1:40 PM – 1:50 PM

Coffee break


1:50 PM – 2:50 PM

"The Challenges of bringing audio products with AI to market"

Elias Kokkinis
Drew Silverstein
Maya Ackerman
Julian Parker
Jay LeBoeuf (moderator)


2:50 PM – 3:00 PM

Closing Remarks



AES - Audio Engineering Society