Home  |   Committee   |   Keynote Speaker   |   Registration   |   Presentations   |   Biographies   |   Call for Presentations


**Registration is closed**

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
Marko Stamenovic
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