Jointly Leveraging Intent and Interaction Signals to Predict User Satisfaction with Slate Recommendations
Rishabh Mehrotra, Mounia Lalmas, Doug Kenney, Thomas Lim-Meng, Golli Hashemian
March 2019 | The Web Conference
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
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
Offline comparative evaluation with incremental, minimally-invasive online feedback
Ben Carterette, Praveen Chandar
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