2024-06-07 08:31:29
Researchers on the College of Michigan’s Nationwide Institute of Astrophysics and the Institute of Optical Electronics in Mexico collaborated on the examine utilizing an AI mannequin referred to as Wav2Vec2, which was skilled for greater than 1,000 hours to research human speech. However this time, they used it to research canine barking. Have a fundamental understanding of animal language?
“There’s nonetheless rather a lot we do not know concerning the animals we share this world with.”
Rada Mihalcea, director of the College of Michigan Synthetic Intelligence Laboratory, mentioned in a press launch. “Advances in synthetic intelligence might revolutionize our understanding of animal communication. Our findings counsel we might not want to begin from scratch.
The examine used Wav2Vec2, a state-of-the-art synthetic intelligence speech mannequin, to establish canine feelings, gender and breed. The researchers used two totally different information units to coach and examine the outcomes. One group began coaching from scratch utilizing solely canine barks. One group obtained pre-training on human speech. Then modify the bark. The researchers pre-trained the mannequin on almost 1,000 hours of human speech recordings, together with the barking sounds of 74 canines, together with 42 Chihuahuas, 21 French puppies and 11 Schnauzers.
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