Audio

We are re-imagining audio technology to empower people to be creative without the tools getting in the way. We are working on dramatically simplifying the creation of audio content, while still maintaining high production value. Our work spans a number of audio research areas including speech enhancement, music information retrieval, speech and music synthesis, computational acoustics, spatial audio, and audio event detection. We also work on problems at the intersection of audio with video, augmented reality, and natural language processing. To advance all of these research areas, we develop new machine learning algorithms, novel signal processing algorithms, and new human computer interaction paradigms.

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Gautham Mysore

Principal Scientist

Justin Salamon

Research Scientist

Dingzeyu Li

Research Scientist

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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)

Project SoundSeek

SoundSeek, an experimental technology, allows users to find any sound in an audio track quickly and easily. All the user has to do is select one or more examples of the target sound, and SoundSeek will find everywhere else in the recording where a similar sound occurs, using a few-shot deep learning model.

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Join us!

We are looking for researchers, engineers, and interns to take our technologies to the next level. We're recruiting, and we would love to hear from you!