Justin Salamon

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Juan P BelloProfessor of Music Technology, Computer Science & Engineering, NYUVerified email at nyu.edu
Emilia GómezJoint Research Centre, European Commission and Music Technology Group, Universitat Pompeu FabraVerified email at upf.edu
Rachel M. BittnerSenior Research Scientist, SpotifyVerified email at spotify.com
Brian McFeeMusic and Performing Arts Professions / Center for Data Science, New York UniversityVerified email at nyu.edu
Xavier SerraDepartment of Information and Communication Technologies, Universitat Pompeu Fabra (UPF), BarcelonaVerified email at upf.edu
Mark CartwrightAssistant Professor, New Jersey Institute of TechnologyVerified email at njit.edu
Sankalp GulatiData Scientist, Orbi Health Pvt Ltd.Verified email at upf.edu
Daniel P W EllisResearch Scientist, GoogleVerified email at google.com
Andrew FarnsworthSenior Research Associate, Center for Avian Population Studies, Cornell Lab of Ornithology, CornellVerified email at cornell.edu
Charlie MydlarzNew York UniversityVerified email at nyu.edu
Vincent LostanlenNew York UniversityVerified email at nyu.edu
Oriol NietoSenior Research Engineer at AdobeVerified email at adobe.com
Nicholas J. BryanSenior Research Scientist, Adobe ResearchVerified email at ieee.org
Oded NovProfessor, New York UniversityVerified email at nyu.edu
romain serizelAssociate professor, Université de Lorraine, LORIAVerified email at serizel.net
Nicolas TurpaultINRIA NancyVerified email at inria.fr
Perfecto Herrera BoyerMusic Technology Group, Universitat Pompeu FabraVerified email at upf.edu
Dmitry BogdanovMusic Technology Group, Universitat Pompeu FabraVerified email at upf.edu
OSCAR MAYOR SOTOUniversitat Pompeu FabraVerified email at upf.edu
Jose Ricardo ZapataUniversidad Pontificia Bolivariana (UPB), Department of Information and Communication TechnologiesVerified email at upb.edu.co

Justin Salamon

Senior Research Scientist, Adobe Research

Verified email at adobe.com - Homepage

Machine Learning Audio Processing Computer Vision Music Information Retrieval Bioacoustics


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Deep convolutional neural networks and data augmentation for environmental sound classification J Salamon, JP Bello IEEE Signal Processing Letters, 2017	1250	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	914	2014
Melody Extraction from Polyphonic Music Signals using Pitch Contour Characteristics J Salamon, E Gómez IEEE Transactions on Audio, Speech and Language Processing, 2012	521	2012
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	469	2013
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	400	2014
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	337	2014
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	250	2014
Unsupervised Feature Learning for Urban Sound Classification J Salamon, JP Bello IEEE International Conference on Acoustics, Speech and Signal Processing …, 2015	219	2015
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	208	2019
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	190	2018
Deep Salience Representations for F0 Estimation in Polyphonic Music. RM Bittner, B McFee, J Salamon, P Li, JP Bello ISMIR, 63-70, 2017	189	2017
Look, listen, and learn more: Design choices for deep audio embeddings J Cramer, HH Wu, J Salamon, JP Bello ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019	168	2019
Adaptive pooling operators for weakly labeled sound event detection B McFee, J Salamon, JP Bello IEEE Transactions on Audio, Speech and Language Processing, 2018	149	2018
The implementation of low-cost urban acoustic monitoring devices C Mydlarz, J Salamon, JP Bello Applied Acoustics 117, 207-218, 2017	148	2017
Sound event detection in domestic environments with weakly labeled data and soundscape synthesis N Turpault, R Serizel, J Salamon, AP Shah	142	2019
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	140	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	128	2015
Feature learning with deep scattering for urban sound analysis J Salamon, JP Bello 2015 23rd European signal processing conference (EUSIPCO), 724-728, 2015	105	2015
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	105	2013
Essentia: an open-source library for sound and music analysis D Bogdanov, N Wack, E Gómez, S Gulati, P Herrera, O Mayor, G Roma, ... Proceedings of the 21st ACM international conference on Multimedia, 855-858, 2013	95	2013

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