| Deep convolutional neural networks and data augmentation for environmental sound classification J Salamon, JP Bello IEEE Signal Processing Letters, 2017 | 1885 | 2017 |
| A dataset and taxonomy for urban sound research J Salamon, C Jacoby, JP Bello Proceedings of the 22nd ACM international conference on Multimedia, 1041-1044, 2014 | 1543 | 2014 |
| Melody Extraction from Polyphonic Music Signals using Pitch Contour Characteristics J Salamon, E Gómez IEEE Transactions on Audio, Speech and Language Processing, 2012 | 621 | 2012 |
| mir_eval: A Transparent Implementation of Common MIR Metrics C Raffel, B McFee, EJ Humphrey, J Salamon, O Nieto, D Liang, DPW Ellis 15th International Society for Music Information Retrieval Conference, 2014 | 617 | 2014 |
| Essentia: An audio analysis library for music information retrieval D Bogdanov, N Wack, E Gómez Gutiérrez, S Gulati, H Boyer, O Mayor, ... Britto A, Gouyon F, Dixon S, editors. 14th Conference of the International …, 2013 | 615 | 2013 |
| Medleydb: A multitrack dataset for annotation-intensive mir research. RM Bittner, J Salamon, M Tierney, M Mauch, C Cannam, JP Bello ISMIR 14, 155-160, 2014 | 490 | 2014 |
| CREPE: A Convolutional Representation for Pitch Estimation JW Kim, J Salamon, P Li, JP Bello IEEE International Conference on Acoustics, Speech, and Signal Processing …, 2018 | 440 | 2018 |
| Look, listen, and learn more: Design choices for deep audio embeddings AL Cramer, HH Wu, J Salamon, JP Bello ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 377 | 2019 |
| SONYC: A system for monitoring, analyzing, and mitigating urban noise pollution JP Bello, C Silva, O Nov, RL Dubois, A Arora, J Salamon, C Mydlarz, ... Communications of the ACM 62 (2), 68-77, 2019 | 330 | 2019 |
| Sound event detection in domestic environments with weakly labeled data and soundscape synthesis N Turpault, R Serizel, AP Shah, J Salamon Workshop on Detection and Classification of Acoustic Scenes and Events, 2019 | 307 | 2019 |
| Melody Extraction from Polyphonic Music Signals: Approaches, applications, and challenges J Salamon, E Gomez, D Ellis, G Richard Signal Processing Magazine, IEEE 31 (2), 118-134, 2014 | 306 | 2014 |
| Deep Salience Representations for F0 Estimation in Polyphonic Music. RM Bittner, B McFee, J Salamon, P Li, JP Bello ISMIR, 63-70, 2017 | 281 | 2017 |
| Unsupervised Feature Learning for Urban Sound Classification J Salamon, JP Bello IEEE International Conference on Acoustics, Speech and Signal Processing …, 2015 | 277 | 2015 |
| Scaper: A library for soundscape synthesis and augmentation J Salamon, D MacConnell, M Cartwright, P Li, JP Bello 2017 IEEE Workshop on Applications of Signal Processing to Audio and …, 2017 | 271 | 2017 |
| Adaptive pooling operators for weakly labeled sound event detection B McFee, J Salamon, JP Bello IEEE Transactions on Audio, Speech and Language Processing, 2018 | 197 | 2018 |
| The implementation of low-cost urban acoustic monitoring devices C Mydlarz, J Salamon, JP Bello Applied Acoustics 117, 207-218, 2017 | 189 | 2017 |
| Computer-aided melody note transcription using the tony software: Accuracy and efficiency M Mauch, C Cannam, R Bittner, G Fazekas, J Salamon, J Dai, J Bello, ... 1st International Conference on Technologies for Music Notation and …, 2015 | 187 | 2015 |
| Towards the automatic classification of avian flight calls for bioacoustic monitoring J Salamon, JP Bello, A Farnsworth, M Robbins, S Keen, H Klinck, ... PloS one 11 (11), e0166866, 2016 | 120 | 2016 |
| Tonal representations for music retrieval: from version identification to query-by-humming J Salamon, J Serra, E Gómez International Journal of Multimedia Information Retrieval 2 (1), 45-58, 2013 | 120 | 2013 |
| Feature learning with deep scattering for urban sound analysis J Salamon, JP Bello 2015 23rd European signal processing conference (EUSIPCO), 724-728, 2015 | 118 | 2015 |
Juan P BelloProfessor of Music Technology, Computer Science & Engineering, NYUVerified email at nyu.edu
