European researchers decode pigs' well-being via oinks, grunts
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COPENHAGEN • Researchers in Europe have developed a way of decoding the feelings of pigs through their grunts, oinks and squeals in a project aimed at improving animal welfare.
Biologists studied more than 7,000 recordings from 411 pigs - from the brief squeaks of satisfaction at feeding time to the desperate cries at slaughter, before classifying them into 19 categories.
"We show that it's possible basically to figure out the emotions of the pigs according to their vocalisations," said project leader Elodie Briefer, a lecturer at the University of Copenhagen.
The project is split between Switzerland, Denmark, Norway, France and the Czech Republic.
The study's findings, published in the journal Nature, offer a new way of improving animal welfare by laying the groundwork for a tool that can categorise an emotion based on the noise produced, according to the researchers.
"We also run a machine learning algorithm... which produces a spectrogram, then it is trained to recognise negative and positive contexts."
Once developed, the new tool would allow farmers, who today can mostly only check the physical well-being of the animals, to monitor their mental health.
The researchers said if the negative squeals increase, the farmer would be alerted that something was wrong and could check.
Denmark is home to 13.2 million pigs - making it the leader in Europe with over two per capita - and the implications of the study are promising for the Danish Agriculture and Food Council.
"This concept... could be a useful tool among others in the work to monitor the health and well-being of pigs," said Ms Trine Vig, a spokesman for the council.
According to Dr Briefer, they reached "92 per cent accuracy of classifying the valence... (or) whether the call is negative or positive, and 82 per cent accuracy in classifying the actual context in which the sounds were produced".
According to the findings, positive feelings are expressed in short grunts, while negative sentiments are most often expressed with longer sounds.
But why focus on the pig rather than a cow or a rabbit?
For the authors of the study, the pig, known for its wide range of squeaks and noises, was the perfect match.
"They're very vocal, which makes them easier to study," the researcher said. "They produce vocalisations all the time; even in a low-intensity situation, they would still vocalise."
AGENCE FRANCE-PRESSE
