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ORCIDDorian Cazau
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2020 – today
- 2024
[j6]Gabriel Dubus, Dorian Cazau, Maëlle Torterotot, Anatole Gros-Martial, Paul Nguyen Hong Duc, Olivier Adam:
From citizen science to AI models: Advancing cetacean vocalization automatic detection through multi-annotator campaigns. Ecol. Informatics 81: 102642 (2024)- 2023
- [j5]Dorian Cazau
, Paul Nguyen Hong Duc, J.-N. Druon, S. Matwins, Ronan Fablet:
Multimodal deep learning for cetacean distribution modeling of fin whales (Balaenoptera physalus) in the western Mediterranean Sea. Mach. Learn. 112(6): 2003-2024 (2023) - [i8]Matteo Zambra, Nicolas Farrugia, Dorian Cazau, Alexandre Gensse, Ronan Fablet:
Multi-Modal Learning-based Reconstruction of High-Resolution Spatial Wind Speed Fields. CoRR abs/2312.08933 (2023) - 2022
- [j4]Yuancheng Wang, Yuyang Jing, Wei Wei, Dorian Cazau, Olivier Adam, Qiao Wang:
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 10: 113850-113864 (2022) - [i7]Matteo Zambra, Dorian Cazau, Nicolas Farrugia, Alexandre Gensse, Sara Pensieri, Roberto Bozzano, Ronan Fablet:
Learning-based estimation of in-situ wind speed from underwater acoustics. CoRR abs/2208.08912 (2022) - 2021
- [j3]Paul Nguyen Hong Duc, Maëlle Torterotot, Flore Samaran, Paul R. White, Odile Gérard, Olivier Adam, Dorian Cazau:
Assessing inter-annotator agreement from collaborative annotation campaign in marine bioacoustics. Ecol. Informatics 61: 101185 (2021) - 2020
- [j2]Sébastien Bonnieux, Dorian Cazau, Sébastien Mosser, Mireille Blay-Fornarino, Yann Hello, Guust Nolet:
MeLa: A Programming Language for a New Multidisciplinary Oceanographic Float. Sensors 20(21): 6081 (2020) - [c2]Clémentin Boittiaux, Paul Nguyen Hong Duc, Nicolas Longépé, Sara Pensieri, Roberto Bozzano, Dorian Cazau:
Multi-modal deep learning models for ocean wind speed estimation. MACLEAN@PKDD/ECML 2020
2010 – 2019
- 2019
- [j1]Dorian Cazau, Julien Bonnel, Mark Baumgartner:
Wind Speed Estimation Using Acoustic Underwater Glider in a Near-Shore Marine Environment. IEEE Trans. Geosci. Remote. Sens. 57(4): 2097-2106 (2019) - [i6]Dorian Cazau:
Theory-plus-code documentation of the DEPAM workflow for soundscape description. CoRR abs/1902.06659 (2019) - [i5]Dorian Cazau:
Development details and computational benchmarking of DEPAM. CoRR abs/1903.06695 (2019) - 2017
- [c1]Dorian Cazau, Yuancheng Wang, Olivier Adam, Qiao Wang, Grégory Nuel:
Improving Note Segmentation in Automatic Piano Music Transcription Systems with a Two-State Pitch-Wise HMM Method. ISMIR 2017: 523-530 - [i4]Dorian Cazau, G. Revillon, Olivier Adam:
Deep scattering transform applied to note onset detection and instrument recognition. CoRR abs/1703.09775 (2017) - [i3]Dorian Cazau, Riwal Lefort, Julien Bonnel, Jean-Luc Zarader, Olivier Adam:
Bi-class classification of humpback whale sound units against complex background noise with Deep Convolution Neural Network. CoRR abs/1703.10887 (2017) - [i2]Dorian Cazau, Grégory Nuel:
Investigation on the use of Hidden-Markov Models in automatic transcription of music. CoRR abs/1704.03711 (2017) - [i1]Dorian Cazau, Yuancheng Wang, Olivier Adam, Qiao Wang, Grégory Nuel:
Calibration of a two-state pitch-wise HMM method for note segmentation in Automatic Music Transcription systems. CoRR abs/1704.08729 (2017)
Coauthor Index
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