A) Human Activities (1 Dataset)
DCASE (Detection and Classification of Acoustic Scenes and Events)
B) Animal Activities (5 Datasets)
Forest Datasets (3)
AAO Dataset (Australian Acoustic Observatory, Australia)
T. Bruce, Z. Amir, B. Allen, B. Alting, M. Amos, “Large‐Scale and Long‐Term Wildlife Research and Monitoring using Camera Traps: A Continental Synthesis”, Biological Reviews, 2025 .
MammAlps ()
V. Gabeff, H. Qi, B. Flaherty, G. Sumbul, A. Mathis, D. Tuia, “MammAlps: A Multi-View Video Behavior Monitoring Dataset of Wild Mammals in The Swiss Alps”, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2025, June 2025.
SiulMalaya ()
N. Jamil, A. Norali, M. Ramli, A Shah, I. Mamat, “SiulMalaya: An Annotated Bird Audio Dataset of Malaysia Lowland Forest Birds for Passive Acoustic Monitoring”, Bulletin of Electrical Engineering and Informatics, 2023.
Ocean Datasets (2)
NOAA Dataset (National Centers for Environmental Information, NOAA, USA)
GLUBS Dataset (International Quiet Ocean Experiment, IQOE , USA)
M. Parsons, A. Looby, K. Chanda, “A Global Library of Underwater Biological Sounds (GLUBS): An Online Platform with Multiple Passive Acoustic Monitoring Applications”, The Effects of Noise on Aquatic Life, pages 1-25, 2023.