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Preparation

  • Cazau, D., Broell, F., Marcoux, M. and Hussey, N. "Automatic detection of foraging activity in Narwhales (Monodon Monoceros) based on animal-attached accelerometer and passive acoustic data", In prep for J. of Exp. Bio.

  • Nguyen, P., Frazao, F., Kirsebom, O., Matwins, S. and Cazau, D. “CetaSound: a large-scale labelled dataset for single label classification of isolated cetacean vocal sounds”, In prep for the DCLDE 2020 workshop

  • Bonnieux, S., Cazau, D., Mosser, S., Blay-Fornarino, M., Hello, Y. and Nolet, G. “Global and multidisciplinary acoustic monitoring of the ocean”, In prep for IEEE Ocean Engineering

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Submission

  • Nguyen, P., Cazau, D., White, P. R., Gerard, O. and Adam, O. “An overview of the Saint-Pierre-et-Miquelon marine soundscape”, In review in Acta Acustica

  • Cazau, D., Nguyen, P., Druon, JN, Matwins, S. and Fablet, R., “Revisiting cetacean distribution modeling with deep learning. Case study of fin whales (Balaenoptera physalus) in the western Mediterranean Sea”, In review Springer special issue entitled “Machine Learning for Earth Observation” (https://www.springer.com/journal/10994/updates/17467992)

  • Nguyen, P., Cazau, D., Bonnel, J., Fablet, R., White, P. R., Gerard, O. and Adam, O. “Data augmentation for marine mammal vocal sound classification: from naive to physically-based schemes”, To be submitted to JASA special issue entitled “Machine Learning in Acoustics” (https://asa.scitation.org/jas/info/specialissues/cfp_110120)

  • Nguyen, P., Torterotot, M., Samaran, F., White, P. R., Gerard, O., Adam, O. and Cazau, D. “Assessing inter-annotator agreement from collaborative annotation campaigns in marine bioacoustics”, To be submitted to Plos One

  • Nguyen, P., Vovard, R., Keribin, E., Torterotot, M., Samaran, F. and Cazau, D. “APLOSE: a scalable web-based annotation tool for marine bioacoustics”, To be submitted to the DCLDE 2020 workshop

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Articles

  1. Harcout, R., Sequeira, A. M. M., Zhang, X., Roquet, F. and Komatsu, K. [...] Cazau, D. [...]  (2019) "Animal-Borne Telemetry: An Integral Component ofthe Ocean Observing Toolkit.", Frontiers in Marine Science, 6:326

  2. Damien, J., Adam, O., Cazau, D., White, P. R., Laitman, J. T. and Reidenberg, J. S. (2019) "Anatomy and Functional Morphology of the Mysticete Rorqual Whale Larynx: Phonation Positions of the U-Fold", Anatomical Records; doi:10.1002/ar.24034, ISSN: 1932-8494, Vol: 302, Issue: 5, Page: 703-717

  3. Cazau, D., Bonnel, J. and Baumgartner, M. (2018) "Wind speed estimation using acoustic underwater glider in a near-shore marine environment", IEEE Geosciences and Remote Sensing, 57 (4), 2097-2106; doi:10.1109/TGRS.2018.2871422 [pdf]

  4. Cazau, D., Pradalier, C., Bonnel, J. and Guinet, C. (2017) "Do Southern Elephant Seals Behave Like Weather Buoys?", Oceanography, 30(2):140–149; doi: 10.5670/oceanog.2017.236 [pdf]

  5. Dreiss, A., Ducouret, P., Ruppi, C., Rossier, V., Falourd, X., Marmaroli, P., Cazau, D., Roulin, A., Lissek, H. (2017) "No need to shout: effect of signal loudness on sibling communication in barn owls", Ethology, 123(6-7), 419-424; doi: 10.1111/eth.12612

  6. Cazau, D., Bonnel, J., Jouma'a, J., Le Bras, Y. and Guinet, C. (2017) "Measuring the marine soundscape of the Indian Ocean with Southern Elephant Seals used as acoustic gliders", Journal of Atmospheric and Ocean Technology, 34, 207-223

  7. Lopez-Marulanda, J., Adam, O., Blanchard, T., Vallée, M., Cazau, D. and Delfour, F. (2016) "First Results of an Underwater 360° HD Audio-Video Devicefor Etho-Acoustical Studies on Bottlenose Dolphins", Aquatic Mammals, 43(2), 162-176

  8. Cazau, D., Adam, O., Aubin, T., Laitman, J. T. and Reidenberg, J. S. (2016) "A study of vocal non-linearities in Humpback whale songs: production mechanisms and acoustic analysis", Scientific Reports, 6:31660

  9. Cazau, D., Wang, Y., Chemillier, M. and Adam, O. (2016) "An automatic music transcription system dedicated to the repertoires of the marovany zither from Madagascar", J. of New Music Research, 45(4), 343-360

  10. Cazau, D. and Adam, O., "A PLCA Model for Detection of Humpback Whale Sound Units", Advances in Applied Acoustics (AIAAS), 5, 1-5

  11. Cazau, D., Revillon, G. and Krywyk, J. and Adam, O. (2015) "An investigation on Musical Acoustics knowledge in Automatic Music Transcription systems", J. Acoust. Soc. Am., 138, 2561-257

  12. Gandilhon, N. Adam, O., Cazau, D., Laitman, J. T. and Reidenberg, J. S. (2014) "Two new theoretical roles of the laryngeal sac of humpback whales", Marine Mammal Science, 31 (2), 774–781

  13. Cazau, D., Adam, O., Laitman, J. T. and Reidenberg, J. S. (2013) "Understanding the intentional acoustic behavior of humpback whales: a production-based approach", J. Acoust. Soc. Am., 134, 2268-2273

  14. Adam, O., Cazau, D., Gandilhon, N., Fabre, B., Laitman, J. T. and Reidenberg, J. S. (2013) "New acoustic model for Humpback whale sound production", Applied Acoustics, 74, 1182-1190

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Working reports

  1. Cazau, D.  et al. ”Pushing the standards forward in Underwater Passive Acoustics processing for both theory and code”, OSmOSE report, arXiv:1902.06659

  2. Nguyen, P.  et al. ”Achieving intensive computation of low-level descriptors at scale - with speed in Underwater Passive Acoustics”, OSmOSE report, arXiv:1903.06695

  3. Cazau, D. and Nuel, G. "Understanding the PLCA framework", arXiv:1703.05208

  4. Cazau, D., Revillon, G., and Adam, O. "Deep scattering transform applied to note onset detection and instrument recognition", arXiv:1703.09775

  5. Cazau, D., Revillon, G., Wang, Y. and Adam, O. "Particle filtering for PLCA model, with an application to Automatic Music Transcription", arXiv:1703.09772

  6. Cazau, D. and Nuel, G. "Investigation on the use of Hidden-Markov Models in automatic transcription of music", arXiv:1704.03711

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Conferences

  1. Nguyen, P., Degurse, A., Allemandou, J., Adam, O., Gerard, O., White, P. R., Ronan, F. and Cazau, D. (2019) "A scalable Hadoop/Spark framework for general-purpose analysis of high volume passive acoustic data". IEEE OCEANS 2019, Marseille, June 17-20

  2. Cazau, D. and Bonnel, J. (2018) "An overview of acoustical meteorology", SERENADE, Brest, France, October 15-18

  3. Allemandou, J., Degurse, A., Keribin, E., Nguyen, P. and Cazau, D. (2018) "ODE (Ocean Data Explorer): a collaborative project on big acoustic data for Ocean monitoring", SERENADE, Brest, France, October 15-18

  4. Cazau, D., Krywyk, J., Lefort, R. and Bonnel, J. (2018) "Bi-class classification of humpback whale sound units against complex background noise with deep convolution neural network", Workshop DCLDE, Paris, France, June 4-8

  5. Cazau, D., and Nuel, G. (2017) "Calibration of a two-state pitch-wise HMM method for note segmentation in Automatic Music Transcription systems", ISMIR, Suzhou, China, October 23-28

  6. Cazau, D., Bonnel, J. and Guinet, C. (2017) "Sampling Southern ocean environmental parameters with bio-logged southern elephant seals", 6th Bio-logging science symposium, Lake Constance, Germany, September 25-29

  7. Cazau, D., Samaran, F. and Bonnel, J. (2017) "From Passive Acoustics to Ocean Big Data. Towards a new analysis framework for environmental acoustics based on management database system", Workshop Data Science and Environment, Télécom Bretagne, Brest, June 4-6

  8. Cazau, D., Bonnel, J., Le Bras, Y. and Guinet, C. (2016) "Environmental monitoring of the Indian Ocean based on underwater ambient sound from hydrophone bio-logged elephant seals", ASA Conference, Salt Lake City, USA

  9. Cazau, D. and Adam, O. (2015) "The production-based approach for the study ofhumpback whale songs: Overview and Perspectives", Workshop DCLDE, San Diego.

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Phd

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Other

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