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Elephants imitate each other’s deep rumbles, machine learning study finds

African savannah elephants use several kinds of calls to communicate, and a machine-learning analysis found that they adjust their deepest sounds to match those made by nearby elephants. The finding indicates that these low-frequency rumbles may vary according to the calls of other elephants in the surrounding group.

Illustrative photo · Photo by Ákos Helgert · Pexels

African savannah elephants use a variety of calls to communicate, according to the supplied report. Researchers used machine learning to examine their deepest vocal sounds, known as rumbles, and found evidence that the calls were adjusted in relation to those produced by nearby elephants.

The analysis focused on whether elephants matched the acoustic characteristics of one another’s lowest sounds. The report says the animals tuned their deepest rumbles to match those of other elephants in the vicinity.

The supplied information does not specify how many elephants were studied, where the recordings were made, which machine-learning methods were used, or how closely the calls matched. It also does not provide details about the researchers, the study’s publication, or any planned follow-up work.

THE QUESTIONS THIS EVENT LEAVES BEHIND

What social conditions determine whether one elephant changes its rumble to match another?

Do elephants benefit from matching nearby calls, and what might happen when they do not?

How does distance between elephants affect the sounds they produce?

Could differences in age, sex, or group structure influence this vocal matching?

What evidence would distinguish deliberate imitation from a shared response to the same surroundings?

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1 October 2026 · 17:30 · 1 sources

Sources

newscientist — Elephants imitate each other when they produce deep rumbling sounds

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