Dorian Cazau

Orcid: 0000-0003-4414-1721

According to our database1, Dorian Cazau authored at least 15 papers between 2017 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
Multimodal deep learning for cetacean distribution modeling of fin whales (Balaenoptera physalus) in the western Mediterranean Sea.
Mach. Learn., June, 2023

Multi-Modal Learning-based Reconstruction of High-Resolution Spatial Wind Speed Fields.
CoRR, 2023

2022
Learning-based estimation of in-situ wind speed from underwater acoustics.
CoRR, 2022

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, 2022

2021
Assessing inter-annotator agreement from collaborative annotation campaign in marine bioacoustics.
Ecol. Informatics, 2021

2020
MeLa: A Programming Language for a New Multidisciplinary Oceanographic Float.
Sensors, 2020

Multi-modal deep learning models for ocean wind speed estimation.
Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2020), 2020

2019
Wind Speed Estimation Using Acoustic Underwater Glider in a Near-Shore Marine Environment.
IEEE Trans. Geosci. Remote. Sens., 2019

Development details and computational benchmarking of DEPAM.
CoRR, 2019

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

2017
Bi-class classification of humpback whale sound units against complex background noise with Deep Convolution Neural Network.
CoRR, 2017

Calibration of a two-state pitch-wise HMM method for note segmentation in Automatic Music Transcription systems.
CoRR, 2017

Deep scattering transform applied to note onset detection and instrument recognition.
CoRR, 2017

Investigation on the use of Hidden-Markov Models in automatic transcription of music.
CoRR, 2017

Improving Note Segmentation in Automatic Piano Music Transcription Systems with a Two-State Pitch-Wise HMM Method.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017


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