Earth Species Project (ESP)
@earthspecies.bsky.social
The new frontier of interspecies understanding.
We decode animal communication with advanced AI to illuminate the diverse intelligences on earth.
www.earthspecies.org/
We decode animal communication with advanced AI to illuminate the diverse intelligences on earth.
www.earthspecies.org/
For more details, schedule, and registration info, visit: aiforanimalcomms.org
Hope to see you soon in San Diego!
#NeurIPS2025 #AI #AnimalCommunication #Bioacoustics
Hope to see you soon in San Diego!
#NeurIPS2025 #AI #AnimalCommunication #Bioacoustics
AI for Non-Human Animal Communication - NeurIPS 2025 Workshop
This workshop will explore the intersection of artificial intelligence (AI) and bioacoustics, aiming to address challenges in processing complex bioacoustic data and interpreting animal signals in ord...
aiforanimalcomms.org
November 25, 2025 at 9:01 PM
For more details, schedule, and registration info, visit: aiforanimalcomms.org
Hope to see you soon in San Diego!
#NeurIPS2025 #AI #AnimalCommunication #Bioacoustics
Hope to see you soon in San Diego!
#NeurIPS2025 #AI #AnimalCommunication #Bioacoustics
Will you be in town for NeurIPS? We'd love to have you there!
October 22, 2025 at 4:35 PM
Will you be in town for NeurIPS? We'd love to have you there!
4/ We hope these findings provide a clear and practical roadmap for others to build on. Generalizable bioacoustic encoders will help researchers tackle deeper, more nuanced questions in #AnimalCommunication – going beyond just species classification and detection.
September 16, 2025 at 7:18 PM
4/ We hope these findings provide a clear and practical roadmap for others to build on. Generalizable bioacoustic encoders will help researchers tackle deeper, more nuanced questions in #AnimalCommunication – going beyond just species classification and detection.
3/ 🐘🗣️ Data diversity is crucial: Training on a mix of bioacoustic + general audio outperformed using only bioacoustic data alone.
This is important to boost performance, but also helps address data scarcity.
This is important to boost performance, but also helps address data scarcity.
September 16, 2025 at 7:18 PM
3/ 🐘🗣️ Data diversity is crucial: Training on a mix of bioacoustic + general audio outperformed using only bioacoustic data alone.
This is important to boost performance, but also helps address data scarcity.
This is important to boost performance, but also helps address data scarcity.
2/ We provide a practical 2-stage training recipe that performed strongest to help build more robust encoders designed for real-world ethology tasks:
1️⃣ Self-supervised pre-training
2️⃣ Supervised post-training
1️⃣ Self-supervised pre-training
2️⃣ Supervised post-training
September 16, 2025 at 7:18 PM
2/ We provide a practical 2-stage training recipe that performed strongest to help build more robust encoders designed for real-world ethology tasks:
1️⃣ Self-supervised pre-training
2️⃣ Supervised post-training
1️⃣ Self-supervised pre-training
2️⃣ Supervised post-training
1/ Our paper “What Matters for Bioacoustic Encoding” explores which training approaches matter most for building a generalizable bioacoustic encoder. We tested 19 models across 26 datasets and introduce a new evaluation benchmark. 📄 arxiv.org/abs/2508.11845
September 16, 2025 at 7:18 PM
1/ Our paper “What Matters for Bioacoustic Encoding” explores which training approaches matter most for building a generalizable bioacoustic encoder. We tested 19 models across 26 datasets and introduce a new evaluation benchmark. 📄 arxiv.org/abs/2508.11845
August 14, 2025 at 9:11 PM