SABIOD is an interdisciplinary Big Data MASTODONS CNRS project, started in 2012, from bioacoustics to ecology, signal processing to feature learning, large scale classification to biodiversity. In 2015 it involves 40 academic researchers and 15 private researchers in scaled signal processing, machine learning, ecology, biology and physics.
Bioacoustic signaling is a primary mode of communication and exploration for most of the animals. It enables quick load and transfer of information without any visible contact with the target, tackling the reduced visibility of deep forest (insect, frogs, birds, mammals...), cave or night activities (insects, bats), and/or the long distances like in ocean (krill, fishes, whales...). Bioacoustics is also one of the factors in optimizing natural selection, playing a significant role in signalling resource qualities to potential partners.
Thus, SABIOD project aims to detect, cluster, classify and index bioacoustic big data in various ecosystems, space and time scales, in order to reveal informations on the complex sensori-motor loop and the health of an ecosystem, and to demonstrate anthropic impacts or new biodiversity insights.
- The 8th DCLDE challenge on whale sound classification is open, with 4 To High SR and 100 Go Low SR sets!
- 1 mHz Sampling Rate Stereo Physeter recordings JASON device of Univ. Toulon DYNI SMIoT at Mauritus
with expert diver F. Sarano to detail the BIOSONAR and emissions of Cachalot (Phd Thesis of M. Ferrari, Dir H. Glotin M. Asch).
- 1500 bird species automatic song classification (Bird LifeClef2018) challenge is OPEN.
- 1500 bird species automatic song classification (Bird LifeClef2017) : A direct link to the best performing and the SABIOD winner systems.
- Chernobyl Bird Audio Detection challenge, with QMUL UK and MADICS. Visit the workshop papers.
- The 1st international Bioacoustic Hackathon (by MADICS EADM) 26 & 27 october 2016 Toulon to solve in group some selected most difficult challenges in classification and tracking of the submarine BIOACOUSTIC TRANSIENTS - Free but mandatory registration, few places left (20 max). You will learn data mining for submarine sounds analyses, based on heterogeneous recordings of Physeter m. in Toulon within our projects like VAMOS.
- Gaël Richard, Tuomas Virtanen, Nobutaka Ono, Juan Pablo Bello, and Hervé Glotin are guest editors of a special issue of the prestigious IEEE/ACM Transactions on Audio, Speech and Language Processing. The topic of the issue is sound scene and event analysis for indoor and outdoor environments, including applications in bio-acoustics. The call for papers is available from here. Manuscripts are due July 12th, 2016.
- 3D acoustic whale survey in french Riviera.
- New Challenge on environmental bioacoustic scaled index, EADM Challenge 2015 to be opened beg. of august 2015.
Here are the spectrogram of some samples of the challenge, also described in this report:
- Call for paper: IEEE Workshop. (Aug. 9. ext. deadline): 'Environmental Acoustic Data Mining [EADM]',14 nov. 2015, Atlantic City, USA.
- 10th Advanced Multimodal Information Retrieval School / Workshop : 'Big Data Sciences for Bioacoustic Environmental Survey', 21 & 22 April 2015, Toulon, Provence Cote d'Azur.
- Sabiod co-organizes BIRD LIFECLEF 2015 with 1000 bird species!! Based on different types of audio records over 1000 species from South America centered on Brazil, this challenge is the biggest ever organized.
- Sabiod supports the Sea Explorer project, the first 5D bioacoustic lab catamaran for embeded soundscape analyses.
- BOMBYX SABIOD sono buoy (Multimodal Buoy for Bioacoustics and Oceanography) allows to monitor Sperm whale (cachalot) south of Port-Cros National Park - Pelagos.
- JASON SABIOD Project (Joint Acoustic Survey for Online Biodiversity) is started, joining 30 tenures from university of Toulon.
- SABIOD runs in Italian Alps with Cibra Collaboration.
SABIOD is a CNRS Big Data Interdisciplinary project 2012-2017
- Laboratories:LIS, LIP6, CNPS, MNHN, CEBC, LAM, LMA, GIPSA, ISNM, (LIG), DIENS Ulm, Géoazur, CIBRA Pavia, Cornell Univ, New-York Univ data science dpt, Valencia coll. USA
- National Parks:Port-Cros, Pelagos Sanctuary, Grand Lagon Sud (UNESCO - New Caledonia)
- Compagnies:Cyberio, Parisson, Click'R, Osean
- Associations:CETAMADA (Madagascar), MareNostrum (Fr.), EtikEko (Fr.), St Pierre Miquelon Association (Fr.), VivaMar (Slov.), ODO (It.)
- Keywords:Bioacoustics, Big Data, Signal Analysis, Machine Learning, Features Learning, Ecology, Biodiversity