82 publications
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

July 2018 | ICASSP

Adversarial Semi-Supervised Audio Source Separation applied to Singing Voice Extraction

Daniel Stoller, Sebastian Ewert, Simon Dixon

July 2018 | LVA/ICA

Jointly Detecting and Separating Singing Voice: A Multi-Task Approach

Daniel Stoller, Sebastian Ewert, Simon Dixon

April 2018 | IJMIR - International Journal of Multimedia Information Retrieval

Current challenges and visions in music recommender systems research

Markus Schedl, Hamed Zamani, Ching-Wei Chen, Yashar Deldjoo, Mehdi Elahi

October 2017 | ISMIR

Mining Labeled Data from Web-Scale Collections for Vocal Activity Detection in Music

Eric J. Humphrey, Nicola Montecchio, Rachel Bittner, Andreas Jansson, Tristan Jehan

October 2017 | ISMIR

Singing Voice Separation with Deep U-Net Convolutional Networks

Andreas Jansson, Eric J. Humphrey, Nicola Montecchio, Rachel Bittner, Aparna Kumar, Tillman Weyde

October 2017 | ISMIR

Automatic Playlist Sequencing and Transitions

Rachel Bittner, Minwei Gu, Gandalf Hernandez, Eric J. Humphrey, Tristan Jehan, P. Hunter McCurry, Nicola Montecchio

September 2017 | Multimedia Tools and Applications

Large-scale user modeling with recurrent neural networks for music discovery on multiple time scales

Cedric De Boom, Rohan Agrawal, Samantha Hansen, Esh Kumar, Romain Yon, Ching-Wei Chen, Thomas Demeester, Bart Dhoedt

August 2017 | ICML Music Discovery Workshop

Learning a large scale vocal similarity embedding for music

Aparna Kumar, Rachel Bittner, Nicola Montecchio, Andreas Jansson, Eric Humphrey, Maria Panteli, Tristan Jehan