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

Signal processing for singing voice analysis: Significance, Applications and Methods

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 et al

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

January 2019 | IEEE Signal Processing Magazine

Deep Learning for Audio-Based Music Classification and Tagging

Juhan Nam, Keunwoo Choi, Jongpil Lee, Szu-Yu Chou, Yu-Hsuan Yang

January 2019 | Nature Human Behaviour

Global Music Streaming Data Reveals Robust Diurnal and Seasonal Patterns of Affective Preference

Minsu Park, Jennifer Thom, Sarah Mennicken, Henriette Cramer, Michael Macy

October 2018 | CIKM

Estimating clickthrough bias in the cascade model

Praveen Chandar, Ben Carterette

October 2018 | CIKM

Towards a Fair Marketplace: Counterfactual Evaluation of the trade-off between Relevance, Fairness & Satisfaction in Recommendation Systems

Rishabh Mehrotra, James McInerney, Hugues Bouchard, Mounia Lalmas, Fernando Diaz

October 2018 | RecSys

Explore, Exploit, Explain: Personalizing Explainable Recommendations with Bandits

James McInerney, Ben Lacker, Samantha Hansen, Karl Higley, Hugues Bouchard, Alois Gruson, Rishabh Mehrotra

September 2018 | RecSys

Recsys Challenge 2018: Automatic Music Playlist Continuation

Ching-Wei Chen, Paul Lamere, Markus Schedl, Hamed Zamani

September 2018 | ISMIR

Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation

Daniel Stoller, Sebastian Ewert, Simon Dixon.

September 2018 | ISMIR

Vocals In Music Matter: The Importance of Vocals in the Minds of Listeners

Andrew Demetriou, Andreas Jansson, Aparna Kumar, Rachel Bittner

September 2018 | ISMIR

Revisiting Singing Voice Detection: A Quantitative Review and the Future Outlook

Kyungyun Lee, Keunwoo Choi, Juhan Nam

September 2018 | ISMIR

OpenMIC-2018: an Open Dataset for Multiple Instrument Recognition

Eric J. Humphrey, Simon Durand, Brian McFee

August 2018 | SIGIR

Understanding and Evaluating User Satisfaction with Music Discovery

Jean Garcia-Gathright, Brian St. Thomas, Christine Hosey, Zahra Nazari, Fernando Diaz

July 2018 | ICASSP

Shift-Invariant Kernel Additive Modelling for Audio Source Separation

Delia Fano Yela, Sebastian Ewert, Ken O'Hanlon, Mark B. Sandler