Justin Salamon

Senior Research Scientist

San Francisco

Justin is a senior 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, audiovisual and multi-modal understanding, representation learning & self-supervision, audio for video, 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

Deep Embeddings and Section Fusion Improve Music Segmentation

Salamon, J., Nieto, O., Bryan, N. (Nov. 8, 2021)

International Society for Music Information Retrieval Conference (ISMIR)

Few-Shot Continual Learning for Audio Classification

Wang, Y., Bryan, N., Cartwright, M., Bello, J., Salamon, J. (Jun. 8, 2021)

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

What’s all the Fuss about Free Universal Sound Separation Data?

Wisdom, S., Erdogan, H., Ellis, D., Serizel, R., Turpault, N., Fonseca, E., Salamon, J., Seetharaman, P., Hershey, J. (Jun. 8, 2021)

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

Sound Event Detection and Separation: A Benchmark on DESED Synthetic Soundscapes

Turpault, N., Serizel, R., Wisdom, S., Erdogan, H., Hershey, J., Fonseca, E., Seetharaman, P., Salamon, J. (Jun. 8, 2021)

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

Controllable Neural Prosody Synthesis

Morrison, M., Jin, Z., Salamon, J., Bryan, N., Mysore, G. (Oct. 26, 2020)

Interspeech 2020

Metric Learning vs Classification for Disentangled Music Representation Learning

Lee, J., Bryan, N., Salamon, J., Jin, Z., Nam, J. (Oct. 11, 2020)

International Society for Music Information Retrieval Conference (ISMIR)

Few-Shot Drum Transcription in Polyphonic Music

Wang, Y., Salamon, J., Cartwright, M., Bryan, N., Bello, J. (Oct. 11, 2020)

International Society for Music Information Retrieval Conference (ISMIR)

Telling Left From Right: Learning Spatial Correspondence of Sight and Sound

Yang, K., Russell, B., Salamon, J. (Jun. 14, 2020)

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

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)

Sound Event Detection in Synthetic Domestic Environments

Serizel, R., Turpault, N., Shah, A., Salamon, J. (May. 4, 2020)

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

Chirping up the Right Tree: Incorporating Biological Taxonomies into Deep Bioacoustic Classifiers

Cramer, J., Lostanlen, V., Farnsworth, A., Salamon, J., Bello, J. (May. 4, 2020)

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

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)

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

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)

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)

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