Improving Note Segmentation in Automatic Piano Music Transcription Systems with a Two-State Pitch-Wise HMM Method. - Dorian Cazau; Yuancheng Wang; Olivier Adam; Qiao Wang; Grégory Nuel (ISMIR, 2017)

Investigation on the use of Hidden-Markov Models in automatic transcription of music. - Dorian Cazau; Grégory Nuel (CoRR, 2017)

Deep scattering transform applied to note onset detection and instrument recognition. - Dorian Cazau; G. Revillon; Olivier Adam (CoRR, 2017)

Calibration of a two-state pitch-wise HMM method for note segmentation in Automatic Music Transcription systems. - Dorian Cazau; Yuancheng Wang; Olivier Adam; Qiao Wang; Grégory Nuel (CoRR, 2017)

Bi-class classification of humpback whale sound units against complex background noise with Deep Convolution Neural Network. - Dorian Cazau; Riwal Lefort; Julien Bonnel; Jean-Luc Zarader; Olivier Adam (CoRR, 2017)

Theory-plus-code documentation of the DEPAM workflow for soundscape description. - Dorian Cazau (CoRR, 2019)

Development details and computational benchmarking of DEPAM. - Dorian Cazau (CoRR, 2019)

Wind Speed Estimation Using Acoustic Underwater Glider in a Near-Shore Marine Environment. - Dorian Cazau; Julien Bonnel; Mark Baumgartner (IEEE Trans. Geosci. Remote. Sens., 2019)

Multi-modal deep learning models for ocean wind speed estimation. - Clémentin Boittiaux; Paul Nguyen Hong Duc; Nicolas Longépé; Sara Pensieri; Roberto Bozzano; Dorian Cazau (MACLEAN@PKDD/ECML, 2020)

MeLa: A Programming Language for a New Multidisciplinary Oceanographic Float. - Sébastien Bonnieux; Dorian Cazau; Sébastien Mosser 001; Mireille Blay-Fornarino; Yann Hello; Guust Nolet (Sensors, 2020)

Assessing inter-annotator agreement from collaborative annotation campaign in marine bioacoustics. - Paul Nguyen Hong Duc; Maëlle Torterotot; Flore Samaran; Paul R. White; Odile Gérard; Olivier Adam; Dorian Cazau (Ecol. Informatics, 2021)

PipaSet and TEAS: A Multimodal Dataset and Annotation Platform for Automatic Music Transcription and Expressive Analysis Dedicated to Chinese Traditional Plucked String Instrument Pipa. - Yuancheng Wang; Yuyang Jing; Wei Wei; Dorian Cazau; Olivier Adam; Qiao Wang (IEEE Access, 2022)

Learning-based estimation of in-situ wind speed from underwater acoustics. - Matteo Zambra; Dorian Cazau; Nicolas Farrugia; Alexandre Gensse; Sara Pensieri; Roberto Bozzano; Ronan Fablet (CoRR, 2022)

Multi-Modal Learning-based Reconstruction of High-Resolution Spatial Wind Speed Fields. - Matteo Zambra; Nicolas Farrugia; Dorian Cazau; Alexandre Gensse; Ronan Fablet (CoRR, 2023)

Multimodal deep learning for cetacean distribution modeling of fin whales (Balaenoptera physalus) in the western Mediterranean Sea. - Dorian Cazau; Paul Nguyen Hong Duc; J.-N. Druon; S. Matwins; Ronan Fablet (Mach. Learn., 2023)

From citizen science to AI models: Advancing cetacean vocalization automatic detection through multi-annotator campaigns. - Gabriel Dubus; Dorian Cazau; Maëlle Torterotot; Anatole Gros-Martial; Paul Nguyen Hong Duc; Olivier Adam (Ecol. Informatics, 2024)

A deep learning model for detecting and classifying multiple marine mammal species from passive acoustic data. - Quentin Hamard; Minh-Tan Pham; Dorian Cazau; Karine Heerah (Ecol. Informatics, 2024)

APLOSE: A web-based annotation platform for underwater passive acoustic monitoring. - 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 (SoftwareX, 2025)