Scientists enlist AI to decipher what rodents say

Mouse cartoon

University of Washington researchers have developed an AI program that uses machine learning in an effort to decipher the ultrasonic vocalizations made by mice. (UW Medicine Illustration / Alice Gray)

Researchers at the University of Washington School of Medicine have developed a software program that enlists artificial intelligence to decipher the ultrasonic vocalizations made by mice and rats.

The “DeepSqueak” program, described today in a study published by the journal Neuropsychopharmacology, focuses on squeaks and whistles that are well above the range of human hearing.

Software converts the audio signals into visual graphs, or sonograms, and then puts those images through the kinds of machine-vision algorithms that are used for autonomous vehicles.

“DeepSqueak uses biomimetic algorithms that learn to isolate vocalizations by being given labeled examples of vocalizations and noise,” Russell Marx, one of the study’s authors, explained in a news release.

Get the full story on GeekWire.

About Alan Boyle

Aerospace and science editor for GeekWire, creator of Cosmic Log, author of "The Case for Pluto: How a Little Planet Made a Big Difference," president of the Council for the Advancement of Science Writing. Check out "About Alan Boyle" for more fun facts.
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