Efficient Inference for Dynamic Topic Modeling with Large Vocabularies
Federico Tomasi, Mounia Lalmas, Zhenwen Dai
August 2022 | UAI
July 2022 | IJCAI
Towards Robust Unsupervised Disentanglement of Sequential Data – A Case Study Using Music Audio
Yin-Jyun Luo, Sebastian Ewert, Simon Dixon
July 2022 | SIGIR
What Makes a Good Podcast Summary?
Rezvaneh Rezapour, Sravana Reddy, Ann Clifton, Rosie Jones
June 2022 | ICWSM
The Contribution of Lyrics and Acoustics to Collaborative Understanding of Mood
Shahrzad Nazeri, Sravana Reddy, Joana Correia, Jussi Karlgren, Rosie Jones
June 2022 | ICWSM
Time after Time: Longitudinal Trends in Nostalgic Listening
Clara Hanson, Jesse Anderton, Samuel F. Way, Ian Anderson, Scott Wolf, Alice Wang
June 2022 | ICWSM
The Dynamics of Exploration on Spotify
Lillio Mok, Samuel F. Way, Lucas Maystre, Ashton Anderson
May 2022 | ICASSP
Few-shot musical source separation
Yu Wang, Daniel Stoller, Rachel M. Bittner, Juan Pablo Bello
May 2022 | ICASSP
A Lightweight Instrument-Agnostic Model for Polyphonic Note Transcription and Multipitch Estimation
Rachel Bittner, Juan José Bosch, David Rubinstein, Gabriel Meseguer-Brocal, Sebastian Ewert
May 2022 | ICASSP
Improving Lyrics Alignment through Joint Pitch Detection
Jiawen Huang, Emmanouil Benetos, Sebastian Ewert
April 2022 | The Web Conference (WWW)
Sequential Recommendation via Stochastic Self-Attention
Ziwei Fan, Zhiwei Liu, Alice Wang, Zahra Nazari, Lei Zheng, Hao Peng, Philip S. Yu
April 2022 | The Web Conference (WWW)
Using Survival Models to Estimate Long-Term Engagement in Online Experiments
Praveen Chandar, Brian St. Thomas, Lucas Maystre, Vijay Pappu, Roberto Sanchis-Ojeda, Tiffany Wu, Ben Carterette, Mounia Lalmas, Tony Jebara
April 2022 | The Web Conference (WWW)
Choice of Implicit Signal Matters: Accounting for User Aspirations in Podcast Recommendations
Zahra Nazari, Praveen Chandar, Ghazal Fazelnia, Catie Edrwards, Ben Carterette, Mounia Lalmas
April 2022 | The Web Conference (WWW)
Mostra: A Flexible Balancing Framework to Trade-off User, Artist and Platform Objectives for Music Sequencing
Emanuele Bugliarello, Rishabh Mehrotra, James Kirk, Mounia Lalmas
March 2022 | Intelligent User Interfaces (IUI)
TastePaths: Enabling deeper exploration and understanding of personal preferences in recommender systems
Savvas Petridis, Nediyana Daskalova, Sarah Mennicken, Samuel F. Way, Paul Lamere, Jennifer Thom
February 2022 | WSDM
Variational User Modeling with Slow and Fast Features
Ghazal Fazelnia, Eric Simon, Ian Anderson, Ben Carterette, Mounia Lalmas
November 2021 | ISMIR - International Society for Music Information Retrieval Conference
Multi-Task Learning of Graph-based Inductive Representations of Music Content
Antonia Saravanou, Federico Tomasi, Rishabh Mehrotra and Mounia Lalmas
November 2021 | CIKM
Algorithmic Balancing of Familiarity, Similarity, & Discovery in Music Recommendations
Rishabh Mehrotra
November 2021 | CIKM
Leveraging Semantic Information to Facilitate the Discovery of Underserved Podcasts
Maryam Aziz, Alice Wang, Aasish Pappu, Hugues Bouchard,Yu Zhao, Benjamin Carterette and Mounia Lalmas
October 2021 | IEEE Signal Processing Magazine
Audio-Based Musical Version Identification: Elements and challenges
Furkan Yesiler, Guillaume Doras, Rachel M. Bittner, Christopher J. Tralie, Joan Serrà
October 2021 | CSCW
Let Me Ask You This: How Can a Voice Assistant Elicit Explicit User Feedback?
Ziang Xiao, Sarah Mennicken, Bernd Huber, Adam Shonkoff, Jennifer Thom