Publications

A benchmark for 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, Anthony M. Pagano, Eva Trapote, Outi Vainio, Antti Vehkaoja, Ken Yoda, Katherine Zacarian & Ari Friedlaender

Movement Ecologyvolume 12, Article number: 78 (2024)

Access the code and dataset on our Github

NatureLM-audio: An Audio-Language Foundation Model for Bioacoustics

David Robinson, Marius Miron, Masato Hagiwara, Olivier Pietquin

arXiv preprint, 2024

See the demo

Biodenoising: Animal Vocalization Denoising Without Access to Clean Data

Marius Miron, Sara Keen, Jen-Yu Liu, Benjamin Hoffman, Masato Hagiwara, Olivier Pietquin, Felix Effenberger, Maddie Cusimano

arXiv preprint, 2024

Access the code and data on our Github

ISPA: Inter-Species Phonetic Alphabet for Transcribing Animal Sounds

Masato Hagiwara, Marius Miron, Jen-Yu Liu

arXiv preprint, 2024

Access the code and data on our Github

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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