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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- @sharath
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https://experts.illinois.edu/en/persons/sharath-chandra-ramakrishnan
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- @kalado
- | Kalado
I am Brazilian and a software developer. I have 20 years of experience in the field and I am currently the CTO of Log Nature, a company specialized in creating solutions for the environmental sector.
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Interested in miniature VHF transmitters for bat research
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- @leonardoscarpa
- | He/His
I'm Leonardo, I'm a biologist, and I'm passionate about movement ecology. Another of my hobbies is GIS. I have a master's degree in this topic, which I complement with the use of technology such as drones, camera traps and acoustic receivers
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- @Samiul
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Wildlife Conservation Society (WCS)
Working for wildlife conservation in Bangladesh since 2010.
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- @SareachChea
- | Sareach
Conservation International
I graduated in Ms of Entomology, and currently I work with Conservation International Cambodia as Biodiversity and Science Senior Coordinator.
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PhD researcher at the University of East Anglia with the working title - "From landscape to soundscape: what drives spatial variation in natural soundscape characteristics?"
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Newcastle University
Senior Lecturer in Biological Modelling. Interests in AI, spatial data, invertebrate ecology, species mapping

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- @pmarchetto
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University of Minnesota
http://about.me/pete.marchetto
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National Geographic Society
Experience utilizing technology to inspire, educate, and create solutions to some of our biggest challenges. Currently, head of the National Geographic Society Exploration Technology Lab, overseeing the development and deployment of research and storytelling technologies.
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University of Florida (UF)
PhD student - acoustic monitoring in Amazon flooded forests.



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I'm a wildlife ecologist with interests in a range of technology.


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Read about the advice provided by AI specialists in AI Conservation Office Hours 2025 earlier this year and reflect on how this helped projects so far.
6 August 2025
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
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
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
Still unfunded, we are looking for a lab office, materials, used instruments and to create our educational basement.
17 July 2025
Join us in curating an annotated acoustic dataset for India! We are accepting strong and weak labels, read the FAQ document (linked below) for more info and sign the Data Agreement form to join
17 July 2025
Conservation technologies have a critical role in supporting biodiversity surveys at scale. Acoustic sensors have been increasingly adopted in ecological research, enabling us to expand our capacities in assessing...
15 June 2025
HawkEars is a deep learning model designed specifically to recognize the calls of 328 Canadian bird species and 13 amphibians.
13 May 2025
The Biological Recording Company's ecoTECH YouTube playlist has a focus on webinars about Bioacoustic monitoring.
29 April 2025
This paper includes, in its supplementary materials, a helpful table comparing several acoustic recorders used in terrestrial environments, along with associated audio and metadata information.
15 April 2025
Conservation International is proud to announce the launch of the Nature Tech for Biodiversity Sector Map, developed in partnership with the Nature Tech Collective!
1 April 2025
PhD position available at the University of Konstanz in the Active Sensing Collective Group!
28 March 2025
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Description | Activity | Replies | Groups | Updated |
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That's amazing thanks so much! |
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Acoustics, AI for Conservation, Data Management & Mobilisation, Early Career | 5 months 2 weeks ago | |
I have now built my fox and cat trap.I want to triger it by face reconition so not to get possums or goanners.Can you help ?Doug Hemingway.0418 390 701 |
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Acoustics, Build Your Own Data Logger Community | 5 months 2 weeks ago | |
I just started using this software a few days ago and so far it has captured and kept my attention more than other programs such as Raven or Kaleidoscope. I have only been using... |
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Acoustics | 6 months ago | |
As someone who is looking for a relatively simple solution for multiple collaborators (all with very little expertise in bats or acoustics) in a large consortium, I am curious as... |
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Acoustics | 6 months ago | |
Highly recommend the Saffron Aid modified Song Meter Mini for a professional deployment. If you want to go down the audiomoth route it makes sense to look at options for the... |
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Acoustics | 6 months ago | |
I think its possible. I spoke to Stuart at the BTO a while ago about this. It's just not available as an off the shelf solution yet. If you can get real time outputs on the pi (or... |
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Acoustics | 6 months ago | |
Hi everyone, can you recommend reliable bat detectors for fieldwork? I'm focusing on bat (Chiroptera) research and need a detector... |
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Acoustics | 6 months 1 week ago | |
You can hack a 6-inch underwater speaker onto a recording unit, and swap it from being speaker to a microphone. They are, on paper, the same thing. That frequency... |
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Acoustics | 6 months 2 weeks ago | |
Hey Catherine! This post originally linked to an old version of the database - the new version does include WildTrax. I'm a big fan of it :) |
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Acoustics | 6 months 2 weeks ago | |
Thanks for reaching out.Please send us an email: smithy@kznwildlife.com and david.ehlers.smith@birdlife.org.za and we can have chat. Review and meta-analysis welcome as well as... |
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Acoustics | 6 months 2 weeks ago | |
Hi Lucille,Thank you for your reply! We’d be really interested in learning more about your developments. We’ll contact you soon to arrange a discussion.Thank you.Best regards,... |
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Acoustics, AI for Conservation, Sensors | 6 months 2 weeks ago | |
That is splendid news! Thanks Willem-Pier! |
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Acoustics | 6 months 2 weeks ago |