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
No showcases have been added to this group yet.
- @KylerA
- | he/him
National Geographic Society
- 0 Resources
- 18 Discussions
- 3 Groups
Software Developer (movebank.org, firetail.de)
- 0 Resources
- 0 Discussions
- 5 Groups
- @dilip_singh556
- | Him
On the way to Bridge technology and Nature.
- 0 Resources
- 2 Discussions
- 10 Groups
- 0 Resources
- 14 Discussions
- 3 Groups
- @laurenharrell
- | she/her/they/them
Data scientist/statistician working in bioacoustics and species distribution models, loves whales
- 0 Resources
- 0 Discussions
- 3 Groups
- @Jackeline
- | She
- 0 Resources
- 0 Discussions
- 7 Groups
- @owenmartin22
- | He/Him
I am a firefly researcher and wildlife painter based in Boulder, Colorado
- 0 Resources
- 0 Discussions
- 4 Groups
Texas A&M University
- 1 Resources
- 3 Discussions
- 2 Groups
- @RHugtenburg
- | He/They
Student at Aberystwyth University. Bug Fanatic🪲. Worked at Octophin Digital for my industrial year placement 🐙.
- 0 Resources
- 0 Discussions
- 19 Groups
- @CynthiaGw
- | Her/she
Hi, Cynthia Gichimu here. I'm a conservationist, and a champion for youths. I believe in environmental sustainability for posterity. I volunteer as a Project Officer with the Friends of Kinangop Plateau, a community-based local action group committed to biodiversity conservation.
- 1 Resources
- 3 Discussions
- 6 Groups
Ramiro is an ecologist whose research interests are in the fields of applied animal ecology and conservation biology. He addresses critical research questions by integrating a combination of field data collection, GIS, remote sensing, and advanced modelling techniques.
- 0 Resources
- 0 Discussions
- 7 Groups
- @caseyjoscience
- | she/her
Recent grad with extensive experience in marine mammal AI and marine mammal bioacoustics!
- 0 Resources
- 0 Discussions
- 3 Groups
Article
AI for Conservation Office Hours: 2025 Review
Jake Burton and 1 more
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
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
Careers
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
Careers
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
Link
Still open for fundings
Szilvia Szilagyi
Still unfunded, we are looking for a lab office, materials, used instruments and to create our educational basement.
17 July 2025
Article
Contribute to India's largest open-access, annotated acoustic dataset
Sarika Khanwilkar
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
Link
Acoustic monitoring for tropical ecology and conservation
Elsa Carla De Grandi
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
Article
HawkEars: a high-performance bird sound classifier for Canada
Alberta Biodiversity Monitoring Institute
HawkEars is a deep learning model designed specifically to recognize the calls of 328 Canadian bird species and 13 amphibians.
13 May 2025
Link
ecoTECH YouTube webinar playlist by Biological Recording Company
Amber Balfour-Cunningham
The Biological Recording Company's ecoTECH YouTube playlist has a focus on webinars about Bioacoustic monitoring.
29 April 2025
Link
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
Article
Nature Tech for Biodiversity Sector Map launched!
Carly Batist and 1 more
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
Careers
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
August 2025
event
Louisa Richmond-Coggan
September 2025
October 2025
event
Vanesa Reyes
November 2025
June 2020
March 2020
April 2019
64 Products
Recently updated products
| Description | Activity | Replies | Groups | Updated |
|---|---|---|---|---|
| As someone from the future, thank you for posting this update! |
|
Acoustics | 4 days 7 hours ago | |
| Dear Colleagues,I hope this message finds you well. I am Manuel Sánchez Nivicela., an independent ornithology researcher based in Ecuador,... |
|
Funding and Finance, Acoustics, Latin America Community | 5 days 1 hour 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... |
|
Acoustics, AI for Conservation, Latin America Community, Open Source Solutions | 1 week ago | |
| 🐝 Apis Nomadica Labs: Mapping Royal Jelly Terroir Through Mobile Bee BiotechAbout Us:Apis Nomadica Labs is a mobile apiary research... |
|
Acoustics, Conservation Tech Training and Education, Animal Movement, Human-Wildlife Coexistence | 1 week 1 day ago | |
| Awesome, I think I get what you mean! Thank you! |
|
Acoustics | 2 weeks 1 day 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... |
|
Acoustics, AI for Conservation, Emerging Tech | 2 weeks 2 days 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... |
|
Acoustics, Latin America Community, Software Development | 3 weeks 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. |
|
Acoustics | 3 weeks 1 day 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... |
|
Acoustics | 4 weeks 1 day ago | |
| Just to provide an update to my post from 2021. Colleagues and I at the BTO have built a species classifier now for the BTO Acoustic Pipeline for the sound identification of all... |
+10
|
Acoustics | 1 month ago | |
| Thanks @Adrien_Pajot, we are! Also buoys! |
|
Acoustics, Animal Movement | 1 month 1 week ago | |
| I create ocean exploration and marine life content on YouTube, whether it be recording nautilus on BRUVs, swimming with endangered bowmouth... |
|
Acoustics, AI for Conservation, Animal Movement, Camera Traps, Citizen Science, Drones, Emerging Tech, Marine Conservation, Sensors, Sustainable Fishing Challenges, Wildlife Crime | 1 month 2 weeks ago |
