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AI unlocks the emotional language of animals
Can artificial intelligence help us understand what animals feel? A pioneering study suggests the answer is yes. Researchers from the Department of Biology at the University of Copenhagen have successfully trained a machine-learning model to distinguish between positive and negative emotions in
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AI Might Be Able to Help Decipher Signs of Pain and Emotions in Animals
They have also been taught how to interpret various expressions Researchers are now reportedly experimenting with artificial intelligence (AI) to decipher the facial expressions of animals to understand their emotions. As per the report, several research groups are now using AI models with
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Researchers are training AI to interpret animal emotions | TechCrunch
Artificial intelligence could eventually help us understand when animals are in pain or showing other emotions -- at least according to researchers recently profiled in Science. For example, there's the Intellipig system being developed by scientists at the University of the West of England
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Researchers have made significant progress in using AI to interpret animal emotions and pain, with potential applications in animal welfare, livestock management, and conservation.

In a groundbreaking development, researchers have successfully trained artificial intelligence (AI) to interpret emotions and pain in animals across multiple species. This advancement promises to revolutionize animal welfare, livestock management, and conservation efforts by providing real-time insights into animal well-being.
A pioneering study from the University of Copenhagen's Department of Biology has demonstrated AI's ability to distinguish between positive and negative emotions in seven different ungulate species, including cows, pigs, and wild boars. The machine-learning model achieved an impressive 89.49% accuracy in analyzing acoustic patterns of animal vocalizations
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.Élodie F. Briefer, Associate Professor and last author of the study, emphasized the significance of this breakthrough: "This provides solid evidence that AI can decode emotions across multiple species based on vocal patterns. It has the potential to revolutionize animal welfare, livestock management, and conservation, allowing us to monitor animals' emotions in real time"
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.The research identified crucial acoustic indicators of emotional valence, including changes in duration, energy distribution, fundamental frequency, and amplitude modulation. Remarkably, these patterns showed consistency across species, suggesting that fundamental vocal expressions of emotions are evolutionarily conserved
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.Parallel to vocal analysis, researchers are developing AI systems to interpret animal facial expressions. The Intellipig system, created by scientists at the University of the West of England Bristol and Scotland's Rural College, analyzes photos of pigs' faces to detect signs of pain, sickness, or emotional distress
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.Similarly, a team at the University of Haifa is adapting facial recognition software, previously used for locating lost dogs, to identify discomfort in animals' faces
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While most systems rely on human expertise to train AI, a researcher at the University of São Paulo has taken a novel approach. By using photos of horses' faces before and after surgery and pain medication, they allowed an AI system to independently identify pain indicators through deep learning. This method achieved an 88% success rate in a recent study
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.The potential applications of this technology are vast. In livestock management, systems like Intellipig are already being implemented on farms to monitor hundreds of pigs daily. The AI analyzes facial data to detect signs of pain or distress, alerting farmers to potential issues that require intervention
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.Briefer highlights the transformative potential: "Understanding how animals express emotions can help us improve their well-being. If we can detect stress or discomfort early, we can intervene before it escalates. Equally important, we could also promote positive emotions"
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.To accelerate further research, the University of Copenhagen team has made their database of labeled emotional calls from seven ungulate species publicly available, fostering collaboration and innovation in the field
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