Publications

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

Capturing vocal communication in a free-living corvid: high-resolution data from low-impact miniaturized tags

Vittorio Baglione, Daniela Canestrari, Maddie Cusimano, Benjamin Hoffman, Victor Moreno, Eva Trapote 
Animal Cognition

Crossing the Species Divide: Transfer Learning from Speech to Animal Sounds

Jules Cauzinille, Marius Miron, Olivier Pietquin, Masato Hagiwara, Ricard Marxer, Arnaud Rey, Benoit Favre
arXiv 2025

What Matters for Bioacoustic Encoding

Marius Miron, David Robinson, Milad Alizadeh, Ellen Gilsenan-McMahon, Gagan Narula, Emmanuel Chemla, Maddie Cusimano, Felix Effenberger, Masato Hagiwara, Benjamin Hoffman, Sara Keen, Diane Kim, Jane Lawton, Jen-Yu Liu, Aza Raskin, Olivier Pietquin, Matthieu Geist
arXiv 2025

Robust detection of overlapping bioacoustic sound events

Louis Mahon, Benjamin Hoffman, Logan S James, Maddie Cusimano, Masato Hagiwara, Sarah C Woolley, Olivier Pietquin
arXiv 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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