TECH Audio-based AI used to detect giant panda's fertility, conception


Audio-based AI used to detect giant panda's fertility, conception

Global Times

06:44, January 07, 2020


File photo taken on Nov. 14, 2019 shows zookeepers holding the panda twins Bao Di (L) and Bao Mei at the Pairi Daiza zoo in Brugelette, Belgium. (Photo: Xinhua)

Scientists from several universities and institutes in Southwest China's Sichuan Province are using new audio- and artificial intellectual (AI)-backed methods to predict when a giant panda is most fertile during their breeding season to improve the chances of mating success.

There is only one day a year that is a "best chance" for giant pandas to breed, and that's when the normally "silent animals" become more vocal, scientists said. The research team includes members from Sichuan University, the Chengdu Research Base of Giant Panda Breeding, Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife and the Sichuan Academy of Giant Panda.

Researchers adopted speech emotion recognition (SER) technology and AI technology to better understand the meaning of the distinctive vocal sounds pandas make during their breeding seasons. They also used deep neural network models to better understand and extract the bears' vocal features. 

When combined with previously collected data, the researchers' new system can automatically determine when a female giant panda is most fertile and when mating has the best chance to being successful. 

Based on the prediction results, giant panda keepers can take appropriate actions to proceed with fertilization, scientists said.

The team plans to expand their study to include both acoustic and visual data.

A census conducted in November 2019 showed there were 600 pandas in captivity and 1,864 in the wild. Giant panda's difficulties in procreating and their poor survival rate of cubs are considered the contributing factors of their previously declining numbers. 

Habitat protection and reproduction efforts in recent years have led to the giant panda being removed from the endangered species list, reports said.

After decades of protection efforts, Giant pandas were listed as a "vulnerable" rather than "endangered" species by the International Union for Conservation of Nature in September 2019. 

Terms of Service & Privacy Policy

We have updated our privacy policy to comply with the latest laws and regulations. The updated policy explains the mechanism of how we collect and treat your personal data. You can learn more about the rights you have by reading our terms of service. Please read them carefully. By clicking AGREE, you indicate that you have read and agreed to our privacy policies

Agree and continue