Scientists use machine learning to decode orangutan communication

Scientists use machine learning to decode orangutan communication

Wendy Erb has spent countless hours studying orangutans in Borneo’s tropical peatland forests to learn how male Bornean orangutans (Pongo pygmaeus wurmbii) communicate. While doing so, she discovered one undeniable advantage of understanding orangutan language: When the males show off their strength by uprooting nearby trees, scientists must be careful not to get smooshed.

“Orangutans have extraordinary strength, and big males have a penchant for finding standing dead trees and shaking, pushing, or pulling them until they topple in a tremendous (and impressive) crash,” Erb told Salon. “Orangutan researchers thus need to stay quite vigilant while these giants move through the canopy, as these falling trees can present a real hazard to us mortal bipeds. Though sometimes we fail to note a nearby dead tree when the males are making their evening nests, these males never miss a chance to show off their feats of strength.”

The researchers set out to learn how many different sound types exist within orangutan long calls

In a recent study published in the journal PeerJ Life & Environment, both the Cornell University tropical field and behavioral ecologist and her peers reveal orangutans have tremendous vocal complexity while calling each other from long distances.

The researchers set out to learn how many different sound types exist within orangutan long calls, how they can be distinguished, and the extent to which they are graded. They observed the calls of 13 male orangutans and were careful not to disturb them.

Armed with audio analytic techniques, including machine learning, they found that orangutan long calls include only two to four loosely differentiated sound types. Within those sound types, the orangutans produce a diverse spectrum of intermediate types, yielding sounds capable of being combined into various sequences within a single vocalization.

This study confirms that orangutans possess sophisticated communication abilities, putting them on par with other primates like chimpanzees. At the same time, this paper only scratches the surface in terms of grasping the full intricacy of orangutan communications.

By learning more about orangutan vocalizations, scientists could ultimately better understand how humans learned to speak. Every species develops its vocal complexity because of evolutionary influences such as sexual selection, the details of their habitats, their specific social structures, and pressure from predators.

For example, the authors write, “black-capped chickadee (Poecile atricapillus) groups, individuals flexibly increase the diversity of note types when they are in larger groups, presumably increasing the number of potential messages that can be conveyed.”

Researchers dream of a future in which humans can casually converse with primates as easily as we do with each other

“Our study points to the need to develop a comparative framework for quantifying and comparing complexity within and across species with such graded repertoires,” Erb said. “We still have a lot of work ahead to unpack this complexity and its significance in the evolution of animal communication systems.”

Researchers dream of a future in which humans can casually converse with orangutans, chimpanzees,, and other primates as easily as we do among each other. That day is no doubt very far in the future — but it will certainly be useful for future scientists like Erb, at least when they want to avoid being unintentional casualties of orangutan machismo.

“In the dark, it’s much harder to assess which way the tree is going to fall, so we were quite lucky to have made it through these heart-pounding wake-up calls unscathed,” Erb said. “I often wonder which of these snag crashes are directed at neighboring orangutans and which of them might be a message for us to give these guys some space!”

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