Gaussian Process Encoders: VAEs with Reliable Latent-Space Uncertainty
Judith Bütepage, Lucas Maystre, Mounia Lalmas
September 2021 | ECML-PKDD
August 2021 | KDD
Neural Instant Search for Music and Podcast
Helia Hashemi, Aasish Pappu, Mi Tian, Praveen Ravichandran, Mounia Lalmas, Ben Carterette
July 2021 | ACL
Modeling Language Usage and Listener Engagement in Podcasts
Sravana Reddy, Mariya Lazarova, Yongze Yu, Rosie Jones
July 2021 | SIGIR
Podcast Metadata and Content: Episode Relevance and Attractiveness in Ad Hoc Search
Ben Carterette, Rosie Jones, Gareth Jones, Maria Eskevich, Sravana Reddy, Ann Clifton, Yongze Yu, Jussi Karlgren and Ian Soboroff
July 2021 | SIGIR
Current Challenges and Future Directions in Podcast Information Access
Rosie Jones, Hamed Zamani, Markus Schedl, Ching-Wei Chen, Sravana Reddy, Ann Clifton, Jussi Karlgren, Helia Hashemi, Aasish Pappu, Zahra Nazari, LongQi Yang, Oguz Semerci, Hugues Bouchard, Ben Carterette
May 2021 | ICWSM
Representation of Music Creators on Wikipedia, Differences in Gender and Genre
Alice Wang, Aasish Pappu, Henriette Cramer
May 2021 | CHI
Towards Fairness in Practice: A Practitioner-Oriented Rubric for Evaluating Fair ML Toolkits
Brianna Richardson, Jean Garcia-Gathright, Samuel F. Way, Jennifer Thom, Henriette Cramer
April 2021 | EACL
Detecting Extraneous Content in Podcasts
Sravana Reddy, Yongze Yu, Aasish Pappu, Aswin Sivaraman, Rezvaneh Rezapour, Rosie Jones
April 2021 | The Web Conference
Where To Next? A Dynamic Model of User Preferences
Francesco Sanna Passino, Lucas Maystre, Dmitrii Moor, Ashton Anderson, Mounia Lalmas
April 2021 | AISTATS
Collaborative Classification from Noisy Labels
Lucas Maystre, Nagarjuna Kumarappan, Judith Bütepage, Mounia Lalmas
March 2021 | WSDM
Shifting Consumption towards Diverse Content on Music Streaming Platforms
Christian Hansen, Rishabh Mehrotra, Casper Hansen, Brian Brost, Lucas Maystre, Mounia Lalmas
December 2020 | COLING
100,000 Podcasts: A Spoken English Document Corpus
Ann Clifton, Sravana Reddy, Yongze Yu, Aasish Pappu, Rezvaneh Rezapour, Hamed Bonab, Maria Eskevich, Gareth Jones, Jussi Karlgren, Ben Carterette, Rosie Jones
December 2020 | NeuRIPS
Model Selection for Production System via Automated Online Experiments
Zhenwen Dai, Praveen Chandar, Ghazal Fazelnia, Benjamin Carterette, Mounia Lalmas
October 2020 | CIKM
Query Understanding for Surfacing Under-served Music Content
Federico Tomasi, Rishabh Mehrotra, Aasish Pappu, Judith Bütepage, Brian Brost, Hugo Galvão, Mounia Lalmas
October 2020 | ISMIR - International Society for Music Information Retrieval Conference
“Play Music”: User Motivations and Expectations for Non-specific Voice Queries
Jennifer Thom, Angela Nazarian, Ruth Brillman, Henriette Cramer, Sarah Mennicken
October 2020 | ISMIR - International Society for Music Information Retrieval Conference
Artist gender representation in music streaming
Avriel Epps-Darling, Romain Takeo Bouyer, Henriette Cramer
September 2020 | PLOS One
The skipping behavior of users of music streaming services and its relation to musical structure
Nicola Montecchio, Pierre Roy, François Pachet
September 2020 | RecSys
Contextual and Sequential User Embeddings for Large-Scale Music Recommendation
Casper Hansen, Christian Hansen, Lucas Maystre, Rishabh Mehrotra, Brian Brost, Federico Tomasi, Mounia Lalmas
September 2020 | RecSys
Inferring the Causal Impact of New Track Releases on Music Recommendation Platforms through Counterfactual Predictions
Rishabh Mehrotra, Prasanta Bhattacharya, Mounia Lalmas
September 2020 | RecSys
Investigating Listeners’ Responses to Divergent Recommendations
Rishabh Mehrotra, Chirag Shah, Benjamin Carterette