Acoustic sensors enable efficient and non-invasive monitoring of a wide range of species, including many that are difficult to monitor in other ways. Although they were initially limited in application scope largely due to cost and hardware constraints, the development of low-cost, open-source models like the Audiomoth in recent years has increased access immensely and opened up new avenues of research. For example, some teams are using them to identify illicit human activities through the detection of associated sounds, like gunshots, vehicles, or chainsaws (e.g. OpenEars).
With this relatively novel dimension of wildlife monitoring rapidly advancing in both marine and terrestrial systems, it is crucial that we identify and share information about the utility and constraints of these sensors to inform efforts. A recent study identified advancements in hardware and machine learning applications, as well as early development of acoustic biodiversity indicators, as factors facilitating progress in the field. In terms of limitations, the authors highlight insufficient reference sound libraries, a lack of open-source audio processing tools, and a need for standardization of survey and analysis protocols. They also stress the importance of collaboration in moving forward, which is precisely what this group will aim to facilitate.
If you're new to acoustic monitoring and want to get up to speed on the basics, check out these beginner's resources and conversations from across the WILDLABS platform:
Three Resources for Beginners:
- Listening to Nature: The Emerging Field of Bioacoustics, Adam Welz
- Ecoacoustics and Biodiversity Monitoring, RSEC Journal
- Monitoring Ecosystems through Sound: The Present and Future of Passive Acoustics, Ella Browning and Rory Gibb
Three Forum Threads for Beginners:
- AudioMoth user guide | Tessa Rhinehart
- Audiomoth and Natterjack Monitoring (UK) | Stuart Newson
- Help with analysing bat recordings from Audiomoth | Carlos Abrahams
Three Tutorials for Beginners:
- "How do I perform automated recordings of bird assemblages?" | Carlos Abrahams, Tech Tutors
- "How do I scale up acoustic surveys with Audiomoths and automated processing?" | Tessa Rhinehart, Tech Tutors
- Acoustic Monitoring | David Watson, Ruby Lee, Andy Hill, and Dimitri Ponirakis, Virtual Meetups
Want to know more about acoustic monitoring and learn from experts in the WILDLABS community? Jump into the discussion in our Acoustic Monitoring group!
Header image: Carly Batist
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Ocean Science Analytics
Marine mammal ecologist and online technical trainer
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R & D Tech | Industrial Designer | Wildlife Management Technology
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- @Riley
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I'm a Data Scientist at Western EcoSystems Technology. I am interested in AI processing and statistical modeling of acoustic data and camera trap and drone imagery.
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- @JRousseau
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I am a Wildlife Ecologist at Point Blue Conservation Science. I am passionate about conservation, whether at the local community or larger scale, and enjoy analyzing data to uncover patterns in wildlife populations that can inform conservation strategies.
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- @fsanger
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I specialize in conservation geography, using GIS, remote sensing, acoustics, and landscape ecology to study climate and land cover change impacts on biodiversity and ecosytems. I'm a professor at Clark University, and member of the XPRIZE Rainforest winning team ETH BiodivX.
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- @Dauson_M
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Dauson Msumange is a social enterpreneur, founder and director of Tanzania Eco-Tech And Conservation Hub (TEACH).
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Ecologia acústica e conservaSom
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- @AudreyLooby
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University of Victoria
I am Banting postdoctoral fellow at the University of Victoria, focusing on coastal soundscape ecology and underwater noise pollution. I am also one of the co-leads of FishSounds.net.
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Postdoctoral Research Fellow at University of Arkansas
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Ol Pejeta Conservancy
Endeavoring to implement tech solutions for conservation.
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Founder, Planet Rewild VR & Electrek Explorer | Artist & Ecologist | Immersive + Geospatial Technologist.
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- @Rob_Appleby
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Wild Spy
Whilst I love everything about WILDLABS and the conservation tech community I am mostly here for the badges!!
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Careers
If you're a Post-Doctoral Fellow, a PhD student, or a member of the research staff interested in applying your computational skills to support active research publications, please read on to learn about the Cross-...
5 August 2025
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A group of Montreal labs is searching for a postdoctoral researcher for a project applying machine learning to the spatial scaling of biodiversity.
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The Marine Innovation Lab for Leading-edge Oceanography develops hardware and software to expand the ocean observing network and for the sustainable management of natural resources. For Fall 2026, we are actively...
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PhD position on bat acoustics and collective behavior
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PhD position available at the University of Konstanz in the Active Sensing Collective Group!
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Naturalis is looking for a postdoc in AI for Ultrasonic Bioacoustic Monitoring
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Postdoctoral opening in the Bioacoustics and Behavioral Ecology Lab at Syracuse University
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Postdoc in bird modelling and remote sensing
Alberta Biodiversity Monitoring Institute
Building species-specific habitat models for forest bird species using state of the art methods and remote sensing layers
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Live and work in sunny San Diego for the summer, contributing to engineering projects as they relate to conservation technology.
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SDZWA Conservation Tech Summer Fellowship
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The Conservation Technology Laboratory within the Population Sustainability department is seeking two fellows for summer 2025
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PhD-project Benefit of Broadleaves for Bats, Birds and Beetles
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Fully funded 4 year doctoral student position
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Develop state-of-the-art interactive ML-based tools for biodiverstiy conservation and related applications
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Join the San Diego Zoo Wildlife Alliance as a Postdoctoral Fellow! Lead groundbreaking bioacoustic and ML research to conserve burrowing owls in SoCal.
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Wildlife Acoustics
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| Description | Activity | Replies | Groups | Updated |
|---|---|---|---|---|
| Hello WildLabs community,Here's an update on our progress with the AI-based marine mammal sound detection platform.What We've AccomplishedWe've completed our first milestone:... |
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Acoustics, AI for Conservation, Marine Conservation | 58 minutes 38 seconds ago | |
| hi chad, its great to hear from you_its really a great idea and impactful journey in our community having experience in community-led conservation initiatives, working... |
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Acoustics, AI for Conservation, Animal Movement, Camera Traps, Citizen Science, Climate Change, Community Base, Connectivity, Drones, eDNA & Genomics, Emerging Tech, Funding and Finance, Geospatial, Human-Wildlife Coexistence, Software Development, Wildlife Crime | 1 day 5 hours ago | |
| @JuliaWiel I have a short project starting up looking at bat data, and trying to make it easier to share ad-hoc recordings by community scientists. As part of this we want to... |
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Acoustics | 1 week 4 days ago | |
| I create ocean exploration and marine life content on YouTube, whether it be recording nautilus on BRUVs, swimming with endangered bowmouth... |
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Acoustics, AI for Conservation, Animal Movement, Camera Traps, Citizen Science, Drones, Emerging Tech, Marine Conservation, Sensors, Sustainable Fishing Challenges, Wildlife Crime | 2 months ago | |
| Dear Colleagues,I hope this message finds you well. I am Manuel Sánchez Nivicela., an independent ornithology researcher based in Ecuador,... |
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Funding and Finance, Acoustics, Latin America Community | 3 weeks 2 days ago | |
| Kudos for such an innovative approach—integrating additional sensors with acoustic recorders is a brilliant step forward! I'm especially interested in how you tackle energy... |
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Acoustics, AI for Conservation, Latin America Community, Open Source Solutions | 3 weeks 4 days ago | |
| 🐝 Apis Nomadica Labs: Mapping Royal Jelly Terroir Through Mobile Bee BiotechAbout Us:Apis Nomadica Labs is a mobile apiary research... |
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Acoustics, Conservation Tech Training and Education, Animal Movement, Human-Wildlife Coexistence | 3 weeks 5 days ago | |
| Awesome, I think I get what you mean! Thank you! |
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Acoustics | 1 month ago | |
| This is such a compelling direction, especially the idea of linking unsupervised vocalisation clustering to generative models for controlled playback. I haven’t seen much done... |
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Acoustics, AI for Conservation, Emerging Tech | 1 month ago | |
| Hi Josept! Thank you for sharing your experience! This types of feedback are important for the community to know about when choosing what tech to use for their work. Would you be... |
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Acoustics, Latin America Community, Software Development | 1 month 1 week ago | |
| Another option you can try is HawkEars, which is a classifier made particularly for Canadian birds. Unlike BirdNET, it doesn't have a graphical interface, though. |
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Acoustics | 1 month 1 week ago | |
| PROJECT UPDATE: We are curating an open-access, annotated acoustic dataset for India! 🇮🇳🌿This project has two main goals:🎧 To develop a freely available dataset of annotated... |
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Acoustics | 1 month 2 weeks ago |
Conservation Technology Intern (Vietnam)
Stephanie O'Donnell
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Acoustic Monitoring Biologist (Avian)
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BOEM job openings
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Solicitation of Interest: NAVFAC Atlantic Marine Resources
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