mirdata: Software for Reproducible Usage of Datasets
Rachel M Bittner, Magdalena Fuentes, David Rubinstein, Andreas Jansson, Keunwoo Choi, Thor Kell
November 2019 | ISMIR
November 2019 | ISMIR
Generalized Metrics for Single-F0 Estimation Evaluation
Rachel M. Bittner, Juan J Bosch
November 2019 | ISMIR - International Society for Music Information Retrieval Conference
Generalized Metrics for Single-F0 Estimation Evaluation
Rachel M. Bittner, Juan J Bosch
October 2019 | ACM MM - ACM International Conference on Multimedia
Towards a Perceptual Loss: Using a Neural Network Codec Approximation as a Loss for Generative Audio Models
Ishwarya Ananthabhotla, Sebastian Ewert, Joseph A. Paradiso
September 2019 | ACM Transactions on Intelligent Systems and Technology
An Analysis of Approaches Taken in the ACM RecSys Challenge 2018 for Automatic Music Playlist Continuation
Hamed Zamani, Markus Schedl, Paul Lamere, Ching-Wei Chen
September 2019 | EUSIPCO
Joint Singing Voice Separation and F0 Estimation with Deep U-Net Architectures
Andreas Jansson, Rachel M Bittner, Sebastian Ewert, Tillman Weyde
July 2019 | SIGIR
Developing Evaluation Metrics for Instant Search Using Mixed Methods
Praveen Chandar, Jean Garcia-Gathright, Christine Hosey, Brian St. Thomas, Jennifer Thom
July 2019 | ICASSP
End-to-End Lyrics Alignment for Polyphonic Music Using An Audio-to-Character Recognition Model
Daniel Stoller, Simon Durand, Sebastian Ewert
July 2019 | ICWSM
Environmental Changes and the Dynamics of Musical Identity
Samuel F. Way, Santiago Gil, Ian Anderson, Aaron Clauset
May 2019 | The Web Conference
Search Mindsets: Understanding Focused and Non-Focused Information Needs in Music Search
Ang Li, Jennifer Thom, Praveen Chandar, Christine Hosey, Brian St. Thomas, Jean Garcia-Gathright.
May 2019 | ICASSP
Neural Music Synthesis for Flexible Timbre Control
Jong Wook Kim, Rachel Bittner, Aparna Kumar, Juan Pablo Bello
April 2019 | CHI
Just give me what I want: How people use and evaluate music search
Christine Hosey, Lara Vujovic, Brian St. Thomas, Jean Garcia-Gathright, Jennifer Thom
April 2019 | CHI extended abstracts
Translation, Tracks & Data: an Algorithmic Bias Effort in Practice
Henriette Cramer, Jean Garcia-Gathright, Sravana Reddy, Avriel Epps, Aaron Springer, Romain Takeo Bouyer
March 2019 | The Web Conference
The Music Streaming Sessions Dataset
Brian Brost, Rishabh Mehrotra, Tristan Jehan
March 2019 | The Web Conference
Deriving User- and Content-specific Rewards for Contextual Bandits
Paolo Dragone, Rishabh Mehrotra, Mounia Lalmas
March 2019 | The Web Conference
Jointly Leveraging Intent and Interaction Signals to Predict User Satisfaction with Slate Recommendations
Rishabh Mehrotra, Mounia Lalmas, Doug Kenney, Thomas Lim-Meng, Golli Hashemian
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