Dorian Cazau

18 papers Journal 16Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
APLOSE: A web-based annotation platform for underwater passive acoustic monitoring.
SoftwareX
Gabriel Dubus, Maëlle Torterotot, Julie Béesau, Mathieu Dupont, Anatole Gros-Martial, Mathilde Michel, Elodie Morin, Paul Nguyen Hong Duc, Pierre-Yves Raumer, Olivier Adam, Flore Samaran, Dorian Cazau
2024 J jnl
A deep learning model for detecting and classifying multiple marine mammal species from passive acoustic data.
Ecol. Informatics
Quentin Hamard, Minh-Tan Pham, Dorian Cazau, Karine Heerah
2024 J jnl
From citizen science to AI models: Advancing cetacean vocalization automatic detection through multi-annotator campaigns.
Ecol. Informatics
Gabriel Dubus, Dorian Cazau, Maëlle Torterotot, Anatole Gros-Martial, Paul Nguyen Hong Duc, Olivier Adam
2023 J jnl
Multi-Modal Learning-based Reconstruction of High-Resolution Spatial Wind Speed Fields.
CoRR
Matteo Zambra, Nicolas Farrugia, Dorian Cazau, Alexandre Gensse, Ronan Fablet
2023 J jnl
Multimodal deep learning for cetacean distribution modeling of fin whales (Balaenoptera physalus) in the western Mediterranean Sea.
Mach. Learn.
Dorian Cazau, Paul Nguyen Hong Duc, J.-N. Druon, S. Matwins, Ronan Fablet
2022 J jnl
Learning-based estimation of in-situ wind speed from underwater acoustics.
CoRR
Matteo Zambra, Dorian Cazau, Nicolas Farrugia, Alexandre Gensse, Sara Pensieri, Roberto Bozzano, Ronan Fablet
2022 J jnl
PipaSet and TEAS: A Multimodal Dataset and Annotation Platform for Automatic Music Transcription and Expressive Analysis Dedicated to Chinese Traditional Plucked String Instrument Pipa.
IEEE Access
Yuancheng Wang, Yuyang Jing, Wei Wei, Dorian Cazau, Olivier Adam, Qiao Wang
2021 J jnl
Assessing inter-annotator agreement from collaborative annotation campaign in marine bioacoustics.
Ecol. Informatics
Paul Nguyen Hong Duc, Maëlle Torterotot, Flore Samaran, Paul R. White, Odile Gérard, Olivier Adam, Dorian Cazau
2020 J jnl
MeLa: A Programming Language for a New Multidisciplinary Oceanographic Float.
Sensors
Sébastien Bonnieux, Dorian Cazau, Sébastien Mosser, Mireille Blay-Fornarino, Yann Hello, Guust Nolet
2020 — conf
Multi-modal deep learning models for ocean wind speed estimation.
MACLEAN@PKDD/ECML
Clémentin Boittiaux, Paul Nguyen Hong Duc, Nicolas Longépé, Sara Pensieri, Roberto Bozzano, Dorian Cazau
2019 J jnl
Development details and computational benchmarking of DEPAM.
CoRR
Dorian Cazau
2019 J jnl
Theory-plus-code documentation of the DEPAM workflow for soundscape description.
CoRR
Dorian Cazau
2019 J jnl
Wind Speed Estimation Using Acoustic Underwater Glider in a Near-Shore Marine Environment.
IEEE Trans. Geosci. Remote. Sens.
Dorian Cazau, Julien Bonnel, Mark Baumgartner
2017 J jnl
Bi-class classification of humpback whale sound units against complex background noise with Deep Convolution Neural Network.
CoRR
Dorian Cazau, Riwal Lefort, Julien Bonnel, Jean-Luc Zarader, Olivier Adam
2017 J jnl
Calibration of a two-state pitch-wise HMM method for note segmentation in Automatic Music Transcription systems.
CoRR
Dorian Cazau, Yuancheng Wang, Olivier Adam, Qiao Wang, Grégory Nuel
2017 J jnl
Deep scattering transform applied to note onset detection and instrument recognition.
CoRR
Dorian Cazau, G. Revillon, Olivier Adam
2017 — conf
Improving Note Segmentation in Automatic Piano Music Transcription Systems with a Two-State Pitch-Wise HMM Method.
ISMIR
Dorian Cazau, Yuancheng Wang, Olivier Adam, Qiao Wang, Grégory Nuel
2017 J jnl
Investigation on the use of Hidden-Markov Models in automatic transcription of music.
CoRR
Dorian Cazau, Grégory Nuel