Inter-teams Phd Programs

Proceedings edited by SABIOD

SABIOD Books / Book chapters

SABIOD JOURNAL PAPERS

SABIOD Publications in Conferences

  • - Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Julien Champ, Robert Planquè, Simone Palazzo, Henning Müller: LifeCLEF 2016: Multimedia Life Species Identification Challenges. CLEF 2016: 286-310
  • - Hervé Goëau, Hervé Glotin, Willem-Pier Vellinga, Robert Planquè, Alexis Joly, LifeCLEF Bird Identification Task 2016: The arrival of Deep learning. CLEF (Working Notes) 2016: 440-449
  • - Julien Ricard, Hervé Glotin: Bag of MFCC-based Words for Bird Identification. CLEF (Working Notes) 2016: 544-546
  • - Arnold Kalmbach, Maia Hoeberechts, Alexandra Branzan Albu, Hervé Glotin, Sébastien Paris, Yogesh A. Girdhar: Learning deep-sea substrate types with visual topic models. WACV 2016: 1-9
  • - Dan Stowell, Mike Wood, Yannis Stylianou, Hervé Glotin: Bird detection in audio: a survey and a challenge. CoRR abs/1608.03417 (2016)
  • - Alexis Joly, Herve Goeau, Herve Glotin, Concetto Spampinato, Pierre Bonnet, et al.,'LifeCLEF 2015: Multimedia Life Species Identification Challenges', CLEF 2015, Sep 2015, Toulouse, France
  • - Joseph Razik, Herve Glotin, Maia Hoeberechts, Yann Doh, Sebastien Paris, 'Sparse Coding for Efficient Bioacoustic Data Mining: Application to Whale Songs', 978-1-4673-8493-3/15, IEEE 2015 Int. Conference on Data Mining Workshops , ICDM EADM 2015
  • - Randall Balestriero and Hervé Glotin, 'Scattering Decomposition for Massive (Bioacoustic) Classification' IEEE 2015 Int. Conference on Data Mining Workshops EADM
  • - Bartcus, Chamroukhi, Glotin, Hierarchical Dirichlet Process Hidden Markov Model for Unsupervised Bioacoustic analysis - application to whale song decomposition, in IEEE IJCNN 2015 [ .PDF ] [ DEMO WAV files and decomposition ]
  • - Cazau, Doh, Gandilhon, Girault, Glotin, Adam, Cetacean detections and environment characterization from continuous underwater acoustic recordings , In Proc. of Ecology and Acoustics conference, MNHN Paris, 2014.
  • - Pavan, Favaretto (and support from SABIOD), Recording and analysis of italian soundscapes, In Proc. of Ecology and Acoustics conference, MNHN Paris, 2014.
  • - Mauuary (and support from SABIOD), Biodiversity assesment of bats population at an urban scale through dense cover of ultrasonic sensors, In Proc. of Ecology and Acoustics conference, MNHN Paris, 2014.
  • - Glotin, Goëau, Joly, Rauber, Vellinga, Towards Scaled Bird Species Automatic Biacoustic Identification, In Proc. of Ecology and Acoustics conference, MNHN Paris, 2014.
  • - Dufour, Glotin, Giraudet, Artières, Delcourt, Bas, Sannier, Liebault, Vigant, Buzon, Automatic classification of birds calls and songs from Provence, In Proc. of Ecology and Acoustics conference, MNHN Paris, 2014.

SABIOD 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.

SABIOD research reports

SABIOD Plateforms

SABIOD PATENTS

Journal papers issued from SABIOD, or from its challenges

  • - Towsey M, Parsons S, Sueur J, Editorial: Ecology and acoustics at a large scale. Ecological Informatics, 21 : 1­3., 2014.
  • - Sueur J, Farina A, Gasc A, Pieretti N, Pavoine S, Acoustic indices for biodiversity assessment and landscape investigation. Acta Acustica united with Acustica, 100 : 772­781, 2014.
  • - Potamitis, Automatic Classification of a Taxon-Rich Community Recorded in the Wild, in PLOS One, 10.1371, 2014

Invited Talks / Conferences