Dorian Cazau

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 16

Top Topics

Automatic Transcription

Background Noise

Inter Annotator Agreement

Top Venues

Ecol. Informatics

Publications

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 (2024)
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) (2023)
Matteo Zambra, Nicolas Farrugia, Dorian Cazau, Alexandre Gensse, Ronan Fablet
Multi-Modal Learning-based Reconstruction of High-Resolution Spatial Wind Speed Fields. CoRR (2023)
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 (2022)
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 (2022)
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 (2021)
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)
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) (2020)
Dorian Cazau
Development details and computational benchmarking of DEPAM. CoRR (2019)
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) (2019)
Dorian Cazau
Theory-plus-code documentation of the DEPAM workflow for soundscape description. CoRR (2019)
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)
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 (2017)
Dorian Cazau, Grégory Nuel
Investigation on the use of Hidden-Markov Models in automatic transcription of music. CoRR (2017)
Dorian Cazau, G. Revillon, Olivier Adam
Deep scattering transform applied to note onset detection and instrument recognition. CoRR (2017)
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 (2017)