Deep Learning for Audio-Based Music Classification and Tagging
Juhan Nam, Keunwoo Choi, Jongpil Lee, Szu-Yu Chou, Yu-Hsuan Yang
January 2019 | IEEE Signal Processing Magazine
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
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