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Sperm whale ‘alphabet’ discovered, thanks to machine learning | TechCrunch

May 07, 2024 - techcrunch.com
Researchers at MIT CSAIL and Project CETI have used machine learning technologies to decipher a type of "alphabet" in sperm whale vocalizations, according to a study titled “Contextual and Combinatorial Structure in Sperm Whale Vocalizations.” The study found that the codas, a series of clicks used by whales for communication, are not arbitrary but form a newly discovered combinatory coding system. The researchers used machine learning to analyze a dataset of 8,719 sperm whale codas, collected off the coast of Dominica, and found that a richer understanding emerges when the sounds are studied in context, as exchanges between whales.

The team isolated what they refer to as a sperm whale phonetic alphabet, which allows for the systematic explanation of the variability in coda structure. The study suggests that this could be the first instance outside of human language where communication provides an example of the linguistic concept of duality of patterning, where individually meaningless elements can be combined to form larger meaningful units. The researchers believe that the meaning of these "words" can change based on various contexts. The study is a significant breakthrough, but the researchers acknowledge that there is still much work to be done, first with sperm whales and then potentially with other species like humpbacks.

Key takeaways:

  • Researchers at MIT CSAIL and Project CETI have used machine learning technologies to understand a kind of sperm whale “alphabet”, discovering a new combinatory coding system in their vocalizations.
  • The study analyzed a dataset of 8,719 sperm whale codas, and found that the seemingly arbitrary inventory of coda types can be explained by combinations of rhythm, tempo, rubato, and ornamentation features.
  • This research marks the first instance outside of human language where a communication provides an example of the linguistic concept of duality of patterning, where individually meaningless elements can be combined to form larger meaningful units.
  • While the findings are significant, the researchers acknowledge there is still much work to be done, both with sperm whales and potentially with other species like humpbacks.
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