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Justin Salamon
Justin Salamon
Senior Research Scientist, Adobe Research
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Deep convolutional neural networks and data augmentation for environmental sound classification
J Salamon, JP Bello
IEEE Signal Processing Letters, 2017
16432017
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
12392014
Melody Extraction from Polyphonic Music Signals using Pitch Contour Characteristics
J Salamon, E Gómez
IEEE Transactions on Audio, Speech and Language Processing, 2012
5782012
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
5432013
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
5112014
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
4162014
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
3102018
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
2942019
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
2812014
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
2762019
Unsupervised Feature Learning for Urban Sound Classification
J Salamon, JP Bello
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2015
2522015
Deep Salience Representations for F0 Estimation in Polyphonic Music.
RM Bittner, B McFee, J Salamon, P Li, JP Bello
ISMIR, 63-70, 2017
2322017
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
2242019
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
2032017
Adaptive pooling operators for weakly labeled sound event detection
B McFee, J Salamon, JP Bello
IEEE Transactions on Audio, Speech and Language Processing, 2018
1752018
The implementation of low-cost urban acoustic monitoring devices
C Mydlarz, J Salamon, JP Bello
Applied Acoustics 117, 207-218, 2017
1702017
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
1542015
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
1152013
Feature learning with deep scattering for urban sound analysis
J Salamon, JP Bello
2015 23rd European signal processing conference (EUSIPCO), 724-728, 2015
1122015
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
1062013
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