Publications and Scientific Contributions

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Publications

Augmenting Music Listening Experiences on Voice Assistants

Publication

Nov 05, 2019

  • Morteza Behrooz, Sarah Mennicken, Jennifer Thom, Rohit Kumar and Henriette Cramer.

  • International Society for Music Information Retrieval (ISMIR) 2019.

Ensemble-based cover song detection

Publication

Nov 05, 2019

  • Marc Sarfati, Anthony Hu and Jonathan Donier.

  • International Society for Music Information Retrieval (ISMIR) 2019.

Continuous Metrics for Single-f0 Estimation Evaluation

Publication

Nov 04, 2019

  • Rachel Bittner and Juan José Bosch.

  • International Society for Music Information Retrieval (ISMIR) 2019.

Deep Unsupervised Drum Transcription

Publication

Nov 04, 2019

  • Keunwoo Choi and Kyunghyun Cho.

  • International Society for Music Information Retrieval (ISMIR) 2019.

mirdata: Software for Reproducible Usage of Datasets

Publication

Nov 04, 2019

  • Rachel Bittner, Magdalena Fuentes, David Rubinstein, Andreas Jansson, Keunwoo Choi and Michael Scibor.

  • International Society for Music Information Retrieval (ISMIR) 2019.

Query by Video: Cross-modal Music Retrieval

Publication

Nov 04, 2019

  • Bochen Li and Aparna Kumar.

  • International Society for Music Information Retrieval (ISMIR) 2019.

Joint Singing Voice Separation and F0 Estimation with Deep U-Net Architectures

Publication

Sep 02, 2019

  • Andreas Jansson, Rachel Bittner, Sebastian Ewert and Tillman Weyde

  • European Signal Processing Conference (EUSIPCO) 2019.

Developing Evaluation Metrics for Instant Search Using Mixed Methods

Publication

Jul 21, 2019

  • Praveen Chandar, Jean Garcia-Gathright, Christine Hosey, Brian St. Thomas and Jennifer Thom.

  • (short paper) ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) 2019.

Environmental Changes and the Dynamics of Musical Identity

Publication

Jun 12, 2019

  • Samuel F. Way, Santiago Gil, Ian Anderson and Aaron Clauset.

  • International Conference on Web and Social Media (ICWSM) 2019.

The Music Streaming Sessions Dataset

Publication

May 14, 2019

  • Brian Brost, Rishabh Mehrotra and Tristan Jehan.

  • (short paper) The Web Conference (WWW) 2019.

Deriving User- and Content-specific Rewards for Contextual Bandits

Publication

May 14, 2019

  • Paolo Dragone, Rishabh Mehrotra and Mounia Lalmas.

  • (short paper) The Web Conference (WWW) 2019.

Jointly Leveraging Intent and Interaction Signals to Predict User Satisfaction with Slate Recs

Publication

May 14, 2019

  • Rishabh Mehrotra, Mounia Lalmas, Doug Kenney, Thomas Lim-Meng and Golli Hashemian.

  • The Web Conference (WWW) 2019.

Search Mindsets: Understanding Focused and Non-Focused Information Needs in Music Search

Publication

May 14, 2019

  • Ang Li, Jennifer Thom, Praveen Chandar, Christine Hosey, Brian St. Thomas and Jean Garcia-Gathright.

  • (short paper) The Web Conference (WWW) 2019.

End-to-End Lyrics Alignment for Polyphonic Music Using An Audio-to-Character Recognition Model

Publication

May 12, 2019

  • Daniel Stoller, Simon Durand and Sebastian Ewert.

  • International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2019.

Neural Music Synthesis for Flexible Timbre Control

Publication

May 12, 2019

  • Jong Wook Kim, Rachel Bittner, Aparna Kumar and Juan Pablo Bello.

  • International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2019.

End-to-End Lyrics Alignment for Polyphonic Music Using An Audio-to-Character Recognition Model

Publication

May 12, 2019

  • Daniel Stoller, Simon Durand and Sebastian Ewert.

  • International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2019.

Just give me what I want: How people use and evaluate music search

Publication

May 04, 2019

  • Christine Hosey, Lara Vujovic, Brian St. Thomas, Jean Garcia-Gathright and Jennifer Thom.

  • Conference on Human Factors in Computing Systems (CHI) 2019.

Translation, Tracks & Data: an Algorithmic Bias Effort in Practice

Publication

May 04, 2019

  • Henriette Cramer, Jean Garcia-Gathright, Sravana Reddy, Avriel Epps, Aaron Springer and R. T. Bouyer.

  • (extended abstracts) Conference on Human Factors in Computing Systems (CHI) 2019.

Offline Evaluation to Make Decisions About Playlist Recommendation

Publication

Feb 11, 2019

  • Alois Gruson, Praveen Chandar, Christophe Charbuillet, James McInerney, Samantha Hansen, Damien Tardieu and Benjamin Carterette.

  • ACM International Conference on Web Search and Data Mining (WSDM) 2019.

Global Music Streaming Data Reveals Robust Diurnal and Seasonal Patterns of Affective Preference

Publication

Feb 09, 2019

  • Minsu Park, Jennifer Thom, Sarah Mennicken, Henriette Cramer and Michael Macy.

  • Nature Human Behaviour, 2019.

Automatic Music Transcription - An Overview

Publication

Jan 14, 2019

  • Emmanouil Benetos, Simon Dixon, Zhiyao Duan, Sebastian Ewert.

  • IEEE Signal Processing Magazine, Special Issue on Music Signal Processing, Volume 36, Issue 1, 2019.

Open-Source Practices for Music Signal Processing Research: Recs for Transparent Audio Research

Publication

Jan 14, 2019

  • Brian McFee, Jong Wook Kim, Mark Cartwright, Justin Salamon, Rachel M Bittner and Juan Pablo Bello.

  • IEEE Signal Processing Magazine, Special Issue on Music Signal Processing, Volume 36, Issue 1, 2019.

Signal processing for singing voice analysis: Significance, Applications and Methods

Publication

Jan 14, 2019

  • Eric J. Humphrey, Sravana Reddy, Prem Seetharaman, Aparna Kumar, Rachel M. Bittner, Andrew Demetriou, Sankalp Gulati, Andreas Jansson, Tristan Jehan, Bernhard Lehner, Anna Krupse and Luwei Yang.

  • IEEE Signal Processing Magazine, Special Issue on Music Signal Processing, Volume 36, Issue 1, 2019.

Deep Learning for Audio-Based Music Classification and Tagging

Publication

Jan 14, 2019

  • Juhan Nam, Keunwoo Choi, Jongpil Lee, Szu-Yu Chou and Yu-Hsuan Yang.

  • IEEE Signal Processing Magazine, Special Issue on Music Signal Processing, Volume 36, Issue 1, 2019.

Assessing and addressing algorithmic bias in practice

Publication

Nov 06, 2018

  • Henriette Cramer, Jean Garcia-Gathright, Aaron Springer and Sravana Reddy.

  • ACM Interactions 2018.

Estimating Clickthrough Bias in the Cascade Model

Publication

Oct 22, 2018

  • Praveen Chandar and Ben Carterette.

  • International Conference on Information and Knowledge Management (CIKM) 2018.

Marketplace: Counterfactual Evaluation of the trade-off between Relevance, Fairness & Satisfaction

Publication

Oct 22, 2018

  • Rishabh Mehrotra, James McInerney, Hugues Bouchard, Mounia Lalmas and Fernando Diaz.

  • International Conference on Information and Knowledge Management (CIKM) 2018.

Explore, Exploit, Explain: Personalizing Explainable Recommendations with Bandits

Publication

Oct 02, 2018

  • James McInerney, Ben Lacker, Samantha Hansen, Karl Higley, Hugues Bouchard, Alois Gruson and Rishabh Mehrotra.

  • International Conference on Recommender Systems (RecSys) 2018.

RecSys Challenge 2018: Automatic Music Playlist Continuation

Publication

Oct 02, 2018

  • Ching-Wei Chen, Paul Lamere, Markus Schedl and Hamed Zamani.

  • International Conference on Recommender Systems (RecSys) 2018.

Assessing and Addressing Algorithmic Bias

Publication

Oct 02, 2018

  • Jean Garcia-Garthright, Aaron Springer and Henriette Cramer.

  • (workshop) FATREC workshop at International Conference on Recommender Systems (RecSys) 2018.

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