Publications

Gelada monkeys groom each other. Photo by Rieke T-bo.

Gelada monkeys groom each other. Photo by Rieke T-bo.

Bio-logger Ethogram Benchmark (BEBE): A benchmark for the computational analysis of animal behavior, using animal-borne tags

Benjamin Hoffman, Maddie Cusimano, Vittorio Baglione, Daniela Canestrari, Damien Chevallier, Dominic L. DeSantis, Lorène Jeantet, Monique A. Ladds, Takuya Maekawa, Vicente Mata-Silva, Víctor Moreno-González, Eva Trapote, Outi Vainio, Antti Vehkaoja, Ken Yoda, Katherine Zacarian, Ari Friedlaender, Christian Rutz

arXiv preprint, 2023

Access the code and data on our Github

Using machine learning to decode animal communication

Christian Rutz, Michael Bronstein Aza Raskin, Sonja C. Vernes, Katherine Zacarian, Damian E. Blasi

Science Magazine, July 14, 2023

AVES: Animal Vocalization Encoder based on Self-Supervision

M. Hagiwara

arXiv preprint, 2022

2023 International Conference on Acoustics, Speech and Signal Processing

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Access the code and data on our Github

BEANS: The Benchmark of Animal Sounds

Masato Hagiwara, Benjamin Hoffman, Jen-Yu Liu, Maddie Cusimano, Felix Effenberger, Katie Zacarian

2023 International Conference on Acoustics, Speech and Signal Processing (ICASSP)‍

arXiv preprint, 2022 ‍

Read more about this project

Watch the video

Access the code and data on our Github

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Modeling Animal Vocalizations through Synthesizers

M. Hagiwara, M. Cusimano, JY Liu

arXiv preprint, 2022

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BioCPPNet: automatic bioacoustic source separation with deep neural networks

C.P. Bermant

Scientific Reports, 2021

Read more about this project

Access the code and data on our Github