Towards a Perceptual Loss: Using a Neural Network Codec Approximation as a Loss for Generative Audio Models
Ishwarya Ananthabhotla, Sebastian Ewert, Joseph A. Paradiso
October 2019 | ACM MM - ACM International Conference on Multimedia
September 2019 | ACM Transactions on Intelligent Systems and Technology
An Analysis of Approaches Taken in the ACM RecSys Challenge 2018 for Automatic Music Playlist Continuation
Hamed Zamani, Markus Schedl, Paul Lamere, Ching-Wei Chen
September 2019 | EUSIPCO
Joint Singing Voice Separation and F0 Estimation with Deep U-Net Architectures
Andreas Jansson, Rachel M Bittner, Sebastian Ewert, Tillman Weyde
July 2019 | SIGIR
Developing Evaluation Metrics for Instant Search Using Mixed Methods
Praveen Chandar, Jean Garcia-Gathright, Christine Hosey, Brian St. Thomas, Jennifer Thom
July 2019 | ICASSP
End-to-End Lyrics Alignment for Polyphonic Music Using An Audio-to-Character Recognition Model
Daniel Stoller, Simon Durand, Sebastian Ewert
July 2019 | ICWSM
Environmental Changes and the Dynamics of Musical Identity
Samuel F. Way, Santiago Gil, Ian Anderson, Aaron Clauset
May 2019 | The Web Conference
Search Mindsets: Understanding Focused and Non-Focused Information Needs in Music Search
Ang Li, Jennifer Thom, Praveen Chandar, Christine Hosey, Brian St. Thomas, Jean Garcia-Gathright.
May 2019 | ICASSP
Neural Music Synthesis for Flexible Timbre Control
Jong Wook Kim, Rachel Bittner, Aparna Kumar, Juan Pablo Bello
April 2019 | CHI
Just give me what I want: How people use and evaluate music search
Christine Hosey, Lara Vujovic, Brian St. Thomas, Jean Garcia-Gathright, Jennifer Thom
April 2019 | CHI extended abstracts
Translation, Tracks & Data: an Algorithmic Bias Effort in Practice
Henriette Cramer, Jean Garcia-Gathright, Sravana Reddy, Avriel Epps, Aaron Springer, Romain Takeo Bouyer
March 2019 | The Web Conference
The Music Streaming Sessions Dataset
Brian Brost, Rishabh Mehrotra, Tristan Jehan
March 2019 | The Web Conference
Deriving User- and Content-specific Rewards for Contextual Bandits
Paolo Dragone, Rishabh Mehrotra, Mounia Lalmas
March 2019 | The Web Conference
Jointly Leveraging Intent and Interaction Signals to Predict User Satisfaction with Slate Recommendations
Rishabh Mehrotra, Mounia Lalmas, Doug Kenney, Thomas Lim-Meng, Golli Hashemian
February 2019 | WSDM
Offline Evaluation to Make Decisions About PlaylistRecommendation Algorithms
Alois Gruson, Praveen Chandar, Christophe Charbuillet, James McInerney,Samantha Hansen, Damien Tardieu, Ben Carterette
January 2019 | IEEE Signal Processing Magazine
An Introduction to Signal Processing for Singing-Voice Analysis: High Notes in the Effort to Automate the Understanding of Vocals in Music
Eric J. Humphrey, Sravana Reddy, Prem Seetharaman, Aparna Kumar, Rachel M. Bittner, Andrew Demetriou, Sankalp Gulati, Andreas Jansson, Tristan Jehan, Bernhard Lehner, Anna Krupse, Luwei Yang
January 2019 | IEEE Signal Processing Magazine
Open-Source Practices for Music Signal Processing Research: Recommendations for Transparent, Sustainable, and Reproducible Audio Research
Brian McFee, Jong Wook Kim, Mark Cartwright, Justin Salamon, Rachel M Bittner, Juan Pablo Bello
January 2019 | IEEE Signal Processing Magazine
Automatic Music Transcription – An Overview
Emmanouil Benetos, Simon Dixon, Zhiyao Duan, Sebastian Ewert