Phd Programs

Proceedings

  • - Franck Malige, Julie Patris, Susannah Buchan, Marie Trone, and Hervé Glotin. Advanced interdisciplinary bioacoustical analyses for cetacean observatories in chile and peru. In 1st Listening for Aquatic Mammals in Latin America Workshop (LAMLA 1), Natal, Brazil, 2016.
  • - Julie Patris, Hervé Glotin, Dimitri Komatitsch, Elwin van ‘t Wout, Franck Malige, and Mark Asch. High-performance computing for whale sound propagation in south american oceans based on accurate numerical techniques. In 1st Listening for Aquatic Mammals in Latin America Workshop (LAMLA 1), Natal, Brazil, 2016.
  • - “Patris et al. "Congreso internacional de turismo comunitario sustentable : Conservar y Valorar”, 11-12 December 2017 Chañaral de Aceituno. " Sonidos del Pacíficos : presentación y primeros resultados de un experimento acústico en la caleta Chañaral de Aceituno - verano 2017"
  • - Glotin, Pavan, Dugan, Zhao, 'Environmental Acoustic Data Mining', IEEE ICDM 2015, http://sabiod.org/eadm, Atlantic city
  • - Glotin, Alecu, Big Data Sciences for Bioacoustic Environmental Survey 21 and 22 April 2015, Toulon - http://glotin.univ-tln.fr/ERMITES15
  • - Chamroukhi, Glotin, Dugan, Clark, Artières, LeCun, et al., Proc. of the second workshop on Machine Learning for bioacoustics - Unsupervised bioacoustics ICMLulb, joint to ICML, China Beijing, to appear dec. 2014.
  • - Glotin, LeCun, Mallat, Artières, Tchernichovski, Halkias, Proc. of the 1st wkp on Neural Information Processing for Bioacoustics NIPS4B, joint to NIPS Alberta USA, Ed. 2013.
  • - Glotin, Clark, LeCun, Dugan, Halkias, Sueur, Proc. of the 1st wkp on Machine Learning for bioacoustics, ICML4B, joint to ICML Atlanta USA, 2013.

Books / Book chapters

JOURNAL article

  • - Unsupervised Bioacoustic Segmentation by Hierarchical Dirichlet Process Hidden Markov Model. Roger V., Chamroukhi, Glotin H. MTAP special issue, to appear in 2018.
  • - A Real-Time Streaming and Detection System for Bio-acoustic Ecological Studies after the Fukushima Accident Hill Hiroki Kobayashi, Hiromi Kudo, Hervé Glotin, Vincent Roger, Marion Poupard, Daisuké Shimotoku, Akio Fujiwara, Kazuhiko Nakamura, Kaoru Saito and Kaoru Sezaki. MTAP special issue, to appear in 2018.
  • - Gaël Richard, Tuomas Virtanen, Nobutaka Ono and Juan Pablo Bello, Hervé Glotin edit a special issue of the prestigious IEEE/ACM Transactions on Audio, Speech and Language Processing. The topic of the issue is scaled sound scene and event analysis for indoor and outdoor environments, including applications in bio-acoustics, 2017 march
  • - Trone, M., Glotin, H., Balestriero, R., Bonnett, D.E. (2015). Enhanced feature extraction using the Morlet transform on 1 MHz recordings reveals the complex nature of Amazon River dolphin (Inia geoffrensis) clicks. Journal of the Acoustical Society of America, 138, 1904. http://dx.doi.org/10.1121/1.4933985
  • - Towsey M, Parsons S, Sueur J, Editorial: Ecology and acoustics at a large scale. Ecological Informatics, 21 : 1­3., 2014.
  • - Potamitis, Automatic Classification of a Taxon-Rich Community Recorded in the Wild, in PLOS One, 10.1371, 2014
  • - Pavan G., Favaretto A., Bovelacci B., Scaravelli D., Macchio S., Glotin H., 'Bioacoustics and Ecoacoustics Applied to Environmental Monitoring and Management', Rivista Italiana di Acustica, Vol. 39 (2015), N. 2, pp. 68-74.
  • - Trone, M., Glotin, H., Balestriero, R., Bonnett, D.E., & Blakefield, J. (2015). Heterogeneity of Amazon River dolphin high-frequency clicks: Current Odontoceti bioacoustics terminology in need of standardization. Proceedings of Meetings on Acoustics, 22, 070003. http://dx.doi.org/10.1121/2.0000028
  • - Mishchenko, Glotin, Mauary, Passive acoustics tracking of bats and extraction of bat foreaging behaviour, based on TDOA and FDOA consistency location method, Submited to PlosOne
  • - Lellouch, Pavoine, Jiguet, Glotin, Sueur, Monitoring temporal change of bird communities with dissimilarity acoustic indices. Methods in Ecology and Evolution, 4 : 495-505, 2014, IF 5.6.
  • - Trone, Glotin, Balestriero, Bonnett, All clicks are not created equally: Variations in very high-frequency acoustic DAQ of the amazon river dolphin (Inia geoffrensis), in Journal of the Acoustical Society of America, Volume 136, Issue 4, Oct 2014
  • - Doh, Glotin, Razik, Paris, Mono-channel spectral attenuation modeled by hierarchical neural net estimates hydrophone-whale distance, Sub JASA, in correction, 2015.
  • - Paris, Glotin, Doh, Razik, Physeter localization: sparse coding & fisher vectors, preprint ArXive 2013, long paper in preparation, 2015.
  • - Abeille, Doh, Giraudet, Glotin, Prévot, Rabouy, Estimation robuste par acoustique passive de l’intervalle-Inter-Pulse des clics de Physeter macrocephalus : méthode et application sur le Parc national de Port-Cros, in Journal of the Scientific Reports of Port-Cros national Park, vol28, 2014.
  • - Doh Y., Razik, Adam, Glotin, ''Codage parcimonieux pour l'analyse des chants de baleine à bosse'', 14p, special edition, in revue Traitement du signal, Lavoisier Ed, nov 2013
  • - Dans le sillage des baleines à bosse, CNRS le journal, 2014.
  • - Halkias, Paris, Glotin, Machine Learning for Whale acoustic classification, Int. Journal of Acoustical Society of America, JASA, 2013, 5(5), 3496-3505.
  • Publications in Conferences

    Publications in Workshop

    • - Trone, M., Glotin, H., Blakefield, J., Balestriero, R., Bonnett, D.E. (2015). Collaborating across disciplines: Applying machine learning techniques to analyze high-frequency dolphin clicks. Presented at the First Workshop of RIEMMCCA: Network of Aquatic Mammal Specialists of Central America and the Caribbean, joint to the 21st Biennial Conference on the Biology of Marine Mammals, San Francisco, California; December 12.
    • - Glotin, H. (2015). Scaled mining of environmental acoustic data from temperate to tropical forests, from ocean to tropical rivers : A convolutional feature learning approach. Presented at the 170th Meeting of the Acoustical Society of America, Jacksonville, FL; November 5, 2015.
    • -Trone, M., Glotin, H., Balestriero, R., Bonnett, D.E. (2015), 'Enhanced feature extraction using the Morlet transform on 1 MHz recordings reveals the complex nature of Amazon River dolphin (Inia geoffrensis) clicks', Presented at the 170th Meeting of the Acoustical Society of America, Jacksonville, FL; November 5, 2015.
    • - Dugan, Zollweg, Glotin, Popescu, Risch, LeCun, Clark, High Performance Computer Acoustic Data Accelerator (HPC-ADA): A New System for Exploring Marine Mammal Acoustics for Big Data Applications, in Proc. of ICML Unsupervised learning for Bioacoustics wkp, ICMLULB2014, 2014.
    • - Mathias, Thode, Straley, Andrews, Le Bot, Gervaise, Mars, Range-depth tracking of multiple sperm whales over large distances using a two element vertical array and rhythmic properties of click-trains, in Proc. of int'l wkp NIPS4B, p103, Ed. 2014.
    • - Mishchenko, Glotin, Giraudet, Optimization of Levenberg-Marquardt 3D biosonar tracking, in Proc. of int'l wkp NIPS4B, p164, Ed. 2014.
    • - Joly, Müller, Goëau, Glotin, Spampinato, Rauber,..., Fisher, LifeCLEF: Multimedia Life Species Identification. In Int'l Workshop on Environmental Multimedia Retrieval, 2014.
    • - Joly, Goëau, Bonnet, Spampinato, Glotin, Rauber,..., Müller, Are Species Identification Tools Biodiversity-friendly?. In Proc of the 3rd ACM Int'l Workshop on Multimedia Analysis for Ecological Data, p31-36, 2014.
    • - Goëau, Glotin, Vellinga, Rauber, LifeCLEF bird identification task 2014. CLEF working notes, 2014.
    • - Dufour, Glotin, Bas, Artières, Giraudet, Multi-instance multi-label acoustic classification of plurality of animals: birds, insects and amphibians, in Proc. of int'l wkp NIPS4B, p164-168, Ed. 2014.
    • - Dufour, Artières, Glotin, Giraudet, Automatic bird classification based on MFCC clusters, ranked 4th @ ICML4B Kaggle 2013 competition, in Proc. of the 1st Int'l Wkp on Machine Learning for Bioacoustics (ICML 2013), p89-93, Atlanta, USA, 2013.
    • - Trone, Balestriero, Glotin, Gabor Scalogram Reveals Formants in High-Frequency Dolphin Clicks, in int'l Wkp on Neural Information proc. for bioacoustics NIPS4B, p134-138, Atlanta, USA, Ed. 2014.
    • - Cazau, Adam, Classifying humpback whale sound units by their vocal physiology, including chaotic features, int'l Wkp on Neural Information proc. for bioacoustics NIPS4B, p2012-2018, Atlanta, USA, Ed. 2014.
    • - Balestriero, Glotin, Gabor scalogram for robust whale song representation, int'l Wkp on Neural Information proc. for bioacoustics NIPS4B, p2018-2028, Atlanta, USA, Ed. 2014.

    research reports

    Plateforms

    PATENTS

    Invited Talks / Conferences