Recent advancements in artificial intelligence (AI) and bioacoustics have opened a unique opportunity to explore and decode animal communication. With the growing availability of bioacoustic data and sophisticated machine learning models, researchers are now in a position to make significant strides in understanding non-human animal languages. However, realizing this potential requires a deliberate integration of AI and ethology. The AI for Non-Human Animal Communication workshop at NeurIPS 2025 will focus on the challenges of processing complex bioacoustic data and interpreting animal signals. The workshop will feature keynote talks, a poster session, and a panel discussion, all aimed at advancing the use of AI to uncover the mysteries of animal communication and its implications for biodiversity and ecological conservation. The workshop is inviting submissions for short papers and proposals related to the use of AI in animal communication. Topics of interest include bioacoustics, multimodal learning, ecological monitoring, species-specific studies, and the ethical considerations of applying AI in animal research. Papers should present novel research, methodologies, or technologies in these areas, and will undergo a double-blind review process. The paper submission deadline is September 5, 2025, with notifications of acceptance by September 22, 2025. More information is available at aiforanimalcomms.org.
BY OLIVER BENDEL
