Justin Salamon

Research Scientist

San Francisco

Justin is a research scientist and member of the Audio Research Group at Adobe Research in San Francisco. Previously he was a senior research scientist at the Music and Audio Research Laboratory and Center for Urban Science and Progress of New York University.

His research focuses on the application of machine learning and signal processing to audio & video, with applications in machine listening, representation learning & self-supervision, music information retrieval, bioacoustics, environmental sound analysis and open source software & data.

Please visit his personal website for a complete list of publications, research topics, code/data releases, and research news.

Publications

Few-Shot Sound Event Detection

Wang, Y., Salamon, J., Bryan, N., Bello, J. (May. 4, 2020)

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Disentangled Multidimensional Metric Learning For Music Similarity

Lee, J., Bryan, N., Salamon, J., Jin, Z., Nam, J. (May. 4, 2020)

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Robust Sound Event Detection in Bioacoustic Sensor Networks

Lostanlen, V., Salamon, J., Farnsworth, A., Kelling, S., Bello, J. (Oct. 26, 2019)

PLoS ONE 14(10): e0214168, 2019. DOI: https://doi.org/10.1371/journal.pone.0214168

SONYC Urban Sound Tagging (SONYC-UST): A Multilabel Dataset from an Urban Acoustic Sensor Network

Cartwright, M., Mendez, A., Cramer, J., Lostanlen, V., Dove, G., Wu, H., Salamon, J., Nov, O., Bello, J. (Oct. 25, 2019)

Detection and Classification of Acoustic Scenes and Events 2019 Workshop (DCASE2019)

Sound Event Detection in Domestic Environments with Weakly Labeled Data and Soundscape Synthesis

Turpault, N., Serizel, R., Shah, A., Salamon, J. (Oct. 25, 2019)

Detection and Classification of Acoustic Scenes and Events 2019 Workshop (DCASE2019)

TriCycle: Audio Representation Learning from Sensor Network Data Using Self-Supervision

Cartwright, M., Cramer, J., Salamon, J., Bello, J. (Oct. 20, 2019)

IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)

What’s Broken in Music Informatics Research? Three Uncomfortable Statements

Salamon, J. (Jun. 15, 2019)

Machine Learning for Music Discovery workshop, International Conference on Machine Learning (ICML)

News