Machine Learning in Marine Bioacoustics – Bruno Padovese
View Poster<\/a><\/li><\/ul>\n\n\n\n24 August\u00a02021 – Advances in Marine Data Science Session – SFU\u2019s Big Data Hub<\/p>\n\n\n\n
- The Ketos Package – Fabio Frazao
View Presentation<\/a><\/li><\/ul>\n\n\n\n- Acoustic Detection and Classification of Killer Whales with Deep Neural Networks – Sadman Sakib
View Presentation<\/a><\/li><\/ul>\n\n\n\n- Data Augmentation: Improving your Datasets – Bruno Padovese
View Presentation<\/a><\/li><\/ul>\n\n\n\n6 April 2021 – Deep Dive into the Artificial Intelligence efforts at DFO<\/p>\n\n\n\n
- DFO Data Strategy: Enabling Innovation and Experimentation – D. Collister (DFO)
View Presentation<\/a><\/li><\/ul>\n\n\n\n- Managing DFO Data Assets – George Esper (DFO)
View Presentation<\/a><\/li><\/ul>\n\n\n\n- Detecting Vessels’ Behavior using Artificial Intelligence – Riham Elhabyan, Lee Croft, and Steven Zhang (DFO)
View presentation: Part 1<\/a>, Part 2<\/a>, Part 3<\/a><\/li><\/ul>\n\n\n\n- Machine Learning and North Atlantic Right Whale Classification – Jim Theriault (Ocean Environmental Consulting)
View Presentation<\/a><\/li><\/ul>\n\n\n\n- Ketos @DFO – Yonglin Ren (DFO)
View Presentation<\/a><\/li><\/ul>\n\n\n\n- Machine Learning and Human Acoustic Perception – Oliver Kirsebom (MERIDIAN) and Nicole Chisholm (DFO)
View Presentation<\/a><\/li><\/ul>\n\n\n\n- Clustering and detecting anomalies in Ocean Data – Riham Elhabyan and Steven Zhang (DFO)
View Presentation: Part 1<\/a>, Part 2<\/a><\/li><\/ul>\n\n\n\n- Planned next steps – David Collister
View Presentation<\/a><\/li><\/ul>\n\n\n\n- Artificial Intelligence meets Ocean Science (AIOS) – Oliver Kirsebom and Stan Matwin (MERIDIAN)
View Presentation<\/a><\/li><\/ul>\n\n\n\n27 January 2021 – MERIDIAN Winter Webinar Series, No. 7, Acoustic telemetry detection range modeling<\/p>\n\n\n\n
- Acoustic Telemetry – Jon Pye, OTN
View Presentation PPTX<\/a><\/li><\/ul>\n\n\n\n- Detection range modeling – an open source tool for range test analysis – Steven Bergner & Jillian Anderson, SFU
View Presentation PDF<\/a><\/li><\/ul>\n\n\n\n20 January 2021 – MERIDIAN Winter Webinar Series, No. 6, Management of underwater acoustic data<\/p>\n\n\n\n
- Designing data discovery @ MERIDIAN – Kim Mortimer, MERIDIAN
View Presentation PPTX<\/a><\/li>- From Theory to Practice: Translating Schemas into Databases and Interfaces – Sarah Vela, MERIDIAN
View Presentation PDF<\/a><\/li><\/ul>\n\n\n\n13 January 2021 – MERIDIAN Winter Webinar Series, No. 5, Edge computing for hydrophones<\/p>\n\n\n\n
- Research and conservation of whales needs near real-time acoustic monitoring – a DFO Science perspective – Hilary Moors-Murphy & Harald Yurk, DFO
View Presentation PDF<\/a><\/li><\/ul>\n\n\n\n- Hydrophone Systems on autonomous platforms – Adam Comeau, CEOTR
View Presentation PDF<\/a><\/li><\/ul>\n\n\n\n- Near real-time acoustic monitoring from gliders: Practical challenges and system development – Katie Kowarski, JASCO
View Presentation PDF<\/a><\/li><\/ul>\n\n\n\n- Embedded deep learning – Fabio Frazao, MERIDIAN
View Presentation PDF<\/a><\/li><\/ul>\n\n\n\n- Computing on the Edge of the sea: a hydrophone, a Jetson-Nano and multiple ResNets – Val Veirs, Beam Reach
View Presentation PDF<\/a><\/li><\/ul>\n\n\n\n- Defending Intelligently: National Defence\u2019s use cases for AI and ML in acoustics – Dugald Thomson & Jeff MacDonnell, DND
View Presentation PDF: Part I<\/a>, Part II<\/a><\/li><\/ul>\n\n\n\n- Machine Learning and Passive Acoustic Monitoring; Application insights – Jason Wood & Kaitlin Palmer, SMRU
View Presentation PDF<\/a><\/li><\/ul>\n\n\n\n18 December 2020 – DFO Seminar<\/p>\n\n\n\n
- HALLO: Humans and ALgorithms Listening for Orcas – Oliver Kirsebom
View Presentation PDF<\/a><\/li><\/ul>\n\n\n\n15 December 2020 – MERIDIAN Winter Webinar Series, No. 4, Acoustic detection and classification in the modern era of big data, deep learning, and open science principles<\/p>\n\n\n\n
- Orcasound\u2019s open approach to orca detection \/ OrcaAL = Orca Active Learning – Scott and Val Veirs \/ Kunal Mehta
View Presentation PDF<\/a><\/li><\/ul>\n\n\n\n- The Ketos package – Oliver Kirsebom
View Presentation PDF<\/a><\/li><\/ul>\n\n\n\n- ML “in the wild”: Insights from deploying OrcaHello \u2013 an open source, AI-assisted 24×7 hydrophone monitoring & SRKW alert system in Puget Sound – Akash Mahajan, Prakruti Gogia, & Aayush Agrawal
View Presentation PDF<\/a><\/li><\/ul>\n\n\n\n- Data Augmentation: Improving your Datasets – Bruno Padovese
View Presentation PDF<\/a><\/li><\/ul>\n\n\n\n- Open science principles for underwater acoustic detectors – Fabio Frazao
View Presentation PDF<\/a><\/li><\/ul>\n\n\n\n2 December 2020 – MERIDIAN Winter Webinar Series, No. 3, Visualizations for preference inspection in group decision making<\/p>\n\n\n\n
- Visualizations for preference inspection in group decision making – Jordon Johnson
View Presentation PDF<\/a><\/li><\/ul>\n\n\n\n25 November 2020 – MERIDIAN Winter Webinar Series, No. 2, What Do We Know About Fish Sounds?<\/p>\n\n\n\n
- FishSounds: a Website to Compile and Disseminate Research on Fish Sound Production, Part I – Audrey Looby
View Presentation PDF<\/a><\/li><\/ul>\n\n\n\n- FishSounds: a Website to Compile and Disseminate Research on Fish Sound Production, Part II – Amalis Riera
View Presentation PDF<\/a><\/li><\/ul>\n\n\n\n18 November 2020 – MERIDIAN Winter Webinar Series, No. 1, Underwater Soundscapes<\/p>\n\n\n\n
- The Ocean Soundscapes Atlas, Introduction and Maps – Pierre Mercure-Boissonnault & Edouard Philippe
View Presentation PDF<\/a><\/li><\/ul>\n\n\n\n- The Ocean Soundscapes Atlas, Web Application – Patrice Lebel
View Presentation PDF<\/a><\/li><\/ul>\n\n\n\n- Vessel tracking data – Matthew Smith
View Presentation PDF<\/a><\/li><\/ul>\n\n\n\n- The Kadlu Software Package – Oliver Kirsebom
View Presentation PDF<\/a><\/li><\/ul>\n\n\n\n11 November 2020 – Virtual Conference on Acoustics in the Arctic Ocean<\/p>\n\n\n\n
- Detecting and Classifying Underwater Sounds with Ketos – Oliver Kirsebom
View Presentation PDF<\/a><\/li><\/ul>\n\n\n\n28 April 2020 – Portage Webinar<\/p>\n\n\n\n
- An Introduction to MERIDIAN and the MERIDIAN Discovery Portal – Casey Hilliard, Sarah Vela, Kim Mortimer
View Presentation PDF<\/a><\/li><\/ul>\n\n\n\n21-22 November 2019 – Detection and Classification in Marine Bioacoustics with Deep Learning, Victoria BC, Canada<\/p>\n\n\n\n
- Welcome and Workshop Overview – Oliver Kirsebom
View Presentation PDF<\/a><\/li>- Deep Learning for underwater acoustics – Fabio Frazao
View Presentation PDF<\/a><\/li>- Learning clicks from raw audio by Deep CNN: Univ. Toulon’s solution of DCLDE 2018 challenge – Herv\u00e9 Glotin<\/li>
- Detecting calls of North Atlantic right whales using deep CNNs – Shyam Madhusudhana
View Presentation PDF<\/a><\/li>- Detecting endangered baleen whales within acoustic recordings using R-CNNs – Mark Thomas
View Presentation<\/a><\/li>- A brief history of the use of machine learning in bioacoustics – Marie Roch
View Presentation PDF<\/a><\/li>- The Ketos Deep Learning Python Package – Oliver Kirsebom
View Presentation PDF<\/a><\/li>- Detecting North Atlantic Right Whales in the Gulf of Saint Lawrence: Notes on Generalization – Fabio Frazao
View Presentation PDF<\/a><\/li>- Methods to Overcome Data Scarcity – Bruno Padovese
View Presentation PDF<\/a><\/li>- Detection & classification of SRKW calls – through human & machine learning, in real-time – Val Veirs and Scott Veirs
View Presentation<\/a><\/li>- OK Google: Where are the whales? – Ann Allen & Lauren Harrell<\/li><\/ul>\n\n\n\n
2019-07-07 – 2019-07-12<\/span> Effects of Noise on Aquatic Life – The Hague, The Netherlands<\/span><\/p>\n\n\n\n- An Atlas of Canada’s Changing Ocean Soundscape – Oliver Kirsebom
View Presentation PDF<\/a><\/li>- Acoustic Detection and Classification Using Deep Neural Networks – Fabio Frazao
View Poster PDF<\/a>
View Presentation PDF<\/a><\/li>- Sablefish make unusual sounds composed of variable broadband ticks and frequency modulation – Amalis Riera
View Poster PDF<\/a><\/li><\/ul>\n\n\n\n2019-05-06 – 2019-05-10<\/span> OceanPredict ’19 – Halifax, Nova Scotia<\/span><\/p>\n\n\n\n- An Atlas of the Changing Soundscape in Canadian Oceans – Oliver Kirsebom
View Presentation PDF<\/a><\/li>- Metadata and data management principles for underwater acoustic data – Kim Mortimer
View Poster PDF<\/a><\/li>- Discovering Canadian underwater acoustics datasets – Ryan Gosse
View Poster PDF<\/a><\/li>- Where did that come from? – Johna Latouf
View Poster PDF<\/a><\/li><\/ul>\n\n\n\n2019-04-29<\/span> Seminar at Ocean Networks Canada (ONC) – Victoria, BC<\/span><\/p>\n\n\n\n- Marine Environmental Research Infrastructure for Data Integration and Application Network – Oliver Kirsebom
View PDF<\/a><\/li>- Applications of Deep Learning to Sound Detection and Classification in Underwater Acoustics – Fabio Frazao
View PDF<\/a><\/li><\/ul>\n\n\n\n2018-09-05<\/span> Workshop on analysis of acoustic landscapes – University of S\u00e3o Paulo<\/span><\/p>\n\n\n\n- Deep learning applied to underwater acoustic data – Oliver Kirsebom
View PDF<\/a><\/li><\/ul>\n\n\n\n2018-08-16 – 2018-08-17<\/span> MEOPAR – MERIDIAN Workshop Presentations – Halifax, Nova Scotia<\/span><\/p>\n\n\n\n- Keynote – Stan Matwin
View PDF<\/a> <\/li>- Ocean Data Management Updates and Connection Points – Mike Smit
View PDF<\/a> <\/li>- Soundscape Atlas – Yvan Simard
View PDF #1<\/a> View PDF #2<\/a> <\/li>- Roadmap Reflection – Stan Matwin
View PDF<\/a> <\/li><\/ul>","protected":false},"excerpt":{"rendered":"24 September 2021 – Sustainable Ocean Conference – Dalhousie University Machine Learning in Marine Bioacoustics – Bruno PadoveseView Poster 24 August\u00a02021 – Advances in Marine Data Science Session – SFU\u2019s Big Data Hub The Ketos Package – Fabio FrazaoView Presentation Acoustic Detection and Classification of Killer Whales with Deep Neural […]<\/p>\n","protected":false},"author":2,"featured_media":105,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-136","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-presentation"],"_links":{"self":[{"href":"https:\/\/meridian.cs.dal.ca\/fr\/wp-json\/wp\/v2\/posts\/136","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/meridian.cs.dal.ca\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/meridian.cs.dal.ca\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/meridian.cs.dal.ca\/fr\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/meridian.cs.dal.ca\/fr\/wp-json\/wp\/v2\/comments?post=136"}],"version-history":[{"count":30,"href":"https:\/\/meridian.cs.dal.ca\/fr\/wp-json\/wp\/v2\/posts\/136\/revisions"}],"predecessor-version":[{"id":2404,"href":"https:\/\/meridian.cs.dal.ca\/fr\/wp-json\/wp\/v2\/posts\/136\/revisions\/2404"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/meridian.cs.dal.ca\/fr\/wp-json\/wp\/v2\/media\/105"}],"wp:attachment":[{"href":"https:\/\/meridian.cs.dal.ca\/fr\/wp-json\/wp\/v2\/media?parent=136"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/meridian.cs.dal.ca\/fr\/wp-json\/wp\/v2\/categories?post=136"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/meridian.cs.dal.ca\/fr\/wp-json\/wp\/v2\/tags?post=136"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}