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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San Diego Zoo Wildlife Alliance
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Dr. Camille Pagniello leads the Marine Innovation Lab for Leading-edge Oceanography (MILLO) in the Department of Ocean and Resources Engineering at the School of Ocean and Earth Science and Technology (SOEST), University of Hawaiʻi at Mānoa.
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Frontier Labs
Creators of seriously good bioacoustic recorders. Celebrating 10 years of excellence in bioacoustic tech in 2021
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My research focuses on using Next-Generation Sequencing (NGS) to study endangered species, including carnivores, chiropterans (bats), and lizards, as well as their microbiomes.
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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.
28 July 2025
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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...
24 July 2025
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PhD position on bat acoustics and collective behavior
Blair Costelloe
PhD position available at the University of Konstanz in the Active Sensing Collective Group!
28 March 2025
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Naturalis is looking for a postdoc in AI for Ultrasonic Bioacoustic Monitoring
24 March 2025
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Postdoctoral opening in the Bioacoustics and Behavioral Ecology Lab at Syracuse University
14 March 2025
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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
28 February 2025
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Live and work in sunny San Diego for the summer, contributing to engineering projects as they relate to conservation technology.
6 February 2025
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SDZWA Conservation Tech Summer Fellowship
Kyra Swanson
The Conservation Technology Laboratory within the Population Sustainability department is seeking two fellows for summer 2025
5 February 2025
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PhD-project Benefit of Broadleaves for Bats, Birds and Beetles
Tim R. Hofmeester
Fully funded 4 year doctoral student position
16 December 2024
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AI Researcher / Doctoral Candidate
Thiago Gouvêa
Develop state-of-the-art interactive ML-based tools for biodiverstiy conservation and related applications
11 December 2024
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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.
26 November 2024
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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:... |
|
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 | 1 week 4 days ago | |
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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 | |
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Funding and Finance, Acoustics, Latin America Community | 3 weeks 2 days ago | |
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Acoustics, AI for Conservation, Latin America Community, Open Source Solutions | 3 weeks 4 days ago | |
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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 | |
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Acoustics, AI for Conservation, Emerging Tech | 1 month ago | |
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Acoustics, Latin America Community, Software Development | 1 month 1 week ago | |
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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 |
Two year postdoc - Machine Learning & Bioacoustics
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