| mir_eval: A Transparent Implementation of Common MIR Metrics C Raffel, B McFee, EJ Humphrey, J Salamon, O Nieto, D Liang, DPW Ellis Proceedings of the 15th International Society of Music Information Retrieval …, 2014 | 764 | 2014 |
| Singing voice separation with deep u-net convolutional networks A Jansson, E Humphrey, N Montecchio, R Bittner, A Kumar, T Weyde | 633 | 2017 |
| Moving Beyond Feature Design: Deep Architectures and Automatic Feature Learning in Music Informatics EJ Humphrey, JP Bello, Y LeCun Proceedings of the 13th International Society of Music Information Retrieval …, 2012 | 234 | 2012 |
| A Software Framework for Musical Data Augmentation B McFee, EJ Humphrey, JP Bello ISMIR, 2015 | 217 | 2015 |
| Rethinking automatic chord recognition with convolutional neural networks EJ Humphrey, JP Bello 2012 11th International Conference on Machine Learning and Applications 2 …, 2012 | 209 | 2012 |
| Feature Learning and Deep Architectures: New Directions for Music Informatics EJ Humphrey, JP Bello, Y LeCun Journal of Intelligent Information Systems 41 (3), 461-481, 2013 | 194 | 2013 |
| OpenMIC-2018: An Open Data-set for Multiple Instrument Recognition. E Humphrey, S Durand, B McFee ISMIR, 438-444, 2018 | 127 | 2018 |
| Learning a robust tonnetz-space transform for automatic chord recognition EJ Humphrey, T Cho, JP Bello 2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012 | 97 | 2012 |
| JAMS: A JSON Annotated Music Specification for Reproducible MIR Research EJ Humphrey, J Salamon, O Nieto, J Forsyth, RM Bittner, JP Bello Proceedings of the 15th International Society of Music Information Retrieval …, 2014 | 85 | 2014 |
| Four Timely Insights on Automatic Chord Estimation. EJ Humphrey, JP Bello ISMIR 10, 673-679, 2015 | 67 | 2015 |
| An introduction to signal processing for singing-voice analysis: High notes in the effort to automate the understanding of vocals in music EJ Humphrey, S Reddy, P Seetharaman, A Kumar, RM Bittner, ... IEEE Signal Processing Magazine 36 (1), 82-94, 2018 | 60 | 2018 |
| From music audio to chord tablature: Teaching deep convolutional networks toplay guitar EJ Humphrey, JP Bello 2014 IEEE international conference on acoustics, speech and signal …, 2014 | 53 | 2014 |
| Data Driven and Discriminative Projections for Large-Scale Cover Song Identification. EJ Humphrey, O Nieto, JP Bello ISMIR 13, 149-154, 2013 | 52 | 2013 |
| Automatic Playlist Sequencing and Transitions. RM Bittner, M Gu, G Hernandez, EJ Humphrey, T Jehan, H McCurry, ... ISMIR, 442-448, 2017 | 47 | 2017 |
| Pysox: Leveraging the audio signal processing power of sox in python R Bittner, E Humphrey, J Bello Proceedings of the international society for music information retrieval …, 2016 | 40 | 2016 |
| Detection system and method for mobile device application EJ HUMPHREY, SK Rits, J Boley, O Masciarotte US Patent 8,713,593, 2014 | 40 | 2014 |
| From genre classification to rhythm similarity: Computational and musicological insights TM Esparza, JP Bello, EJ Humphrey Journal of New Music Research 44 (1), 39-57, 2015 | 32 | 2015 |
| Mining Labeled Data from Web-Scale Collections for Vocal Activity Detection in Music. EJ Humphrey, N Montecchio, RM Bittner, A Jansson, T Jehan ISMIR, 709-715, 2017 | 25 | 2017 |
| A brief review of creative MIR EJ Humphrey, D Turnbull, T Collins ISMIR Late-Breaking News and Demos, 2013 | 25 | 2013 |
| A plan for sustainable mir evaluation B McFee, EJ Humphrey, J Urbano International Society for Music Information Retrieval (ISMIR), 2016 | 20 | 2016 |
Juan Pablo BelloProfessor of Music Technology, Computer Science & Engineering, NYUVerified email at nyu.edu
