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

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

David Robinson, Marius Miron, Masato Hagiwara, Olivier Pietquin
ICLR 2025

Synthetic data enables context-aware bioacoustic sound event detection

Benjamin Hoffman, David Robinson, Marius Miron, Vittorio Baglione, Daniela Canestrari, Damian Elias, Eva Trapote, Olivier Pietquin
arXiv 2025

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, Anthony M. Pagano, Eva Trapote, Outi Vainio, Antti Vehkaoja, Ken Yoda, Katherine Zacarian & Ari Friedlaender
Movement Ecology 2024

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
IEEE ICASSP 2025

ISPA: Inter-Species Phonetic Alphabet for Transcribing Animal Sounds

Masato Hagiwara, Marius Miron, Jen-Yu Liu
IEEE ICASSPW 2024

Using machine learning to decode animal communication

Christian Rutz, Michael Bronstein Aza Raskin, Sonja C. Vernes, Katherine Zacarian, Damian E. Blasi
Science Perspective 2023

AVES: Animal Vocalization Encoder based on Self-Supervision

M. Hagiwara
IEEE ICASSP 2023

BEANS: The Benchmark of Animal Sounds

Masato Hagiwara, Benjamin Hoffman, Jen-Yu Liu, Maddie Cusimano, Felix Effenberger, Katie Zacarian
IEEE ICASSP 2023

Modeling Animal Vocalizations through Synthesizers

M. Hagiwara, M. Cusimano, JY Liu
arXiv 2022

BioCPPNet: automatic bioacoustic source separation with deep neural networks

C.P. Bermant
Scientific Reports 2021
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