From LiveScience: Scientists Decode Dogspeak: Software analyzed barks sparked by fights, strangers, playtime
Artificially intelligent Dr. Doolittles can understand dog barks as well or better than humans do.
These findings suggest computers might significantly help people comprehend animal communication.
Scientists tested artificially intelligent software on more than 6,000 barks from 14 Hungarian sheepdogs. Six different kinds of barks were taped:
- Barks for strangers were recorded when a researcher approached a dog’s owner’s home when the owner was away.
- Barks during fights were recorded at dog training schools, when a trainer encouraged dogs to bite the glove on the trainer’s arms and bark aggressively.
- Barks for walks were recorded when owners behaved as if they were preparing to go for a walk with their dogs.
- Barks for balls were recorded when owners held balls in front of dogs.
- Barks during playtime were recorded when owners played tug-of-war or similar games with dogs.
- Barks made when alone were recorded when owners tied dogs to trees in a park and then walked out of sight.
After analyzing digital versions of the barks, overall the computer program correctly identified the kinds of barks the dogs made 43% of the time — about the same as humans’ 40%, said researcher Csaba Moln, an ethologist at the University in Hungary. The software identified ‘walk’ and ‘ball’ barks better than people, although people identified ‘play’ and ‘alone’ barks better than the software.
The program also could identify which dog made each bark 52% of the time. Moln and his colleagues had previously found that people can not reliably distinguish between individual Hungarian sheepdogs by their barks at all.
“I’m pretty sure this could work with any animal vocal signals,” Moln told LiveScience.
Moln thinks dogs are ideal for study because humans and canines have spent thousands of years living together. “At least you know what the humans intend in any communication between them and dogs,” he explained. “When you have communication just between animals, it’s much harder to study what they mean.”
In future experiments, the researchers will compare barks from different breeds. Since these dogs were bred for different jobs, this could result in differences in their barks, Molnár said.
Molnár and his colleagues detailed their findings in the journal Animal Cognition.
I can identify every dog bark my three dogs make. I’m betting you can too. I think a much more interesting experiment would be to have individuals connected with the dogs to mark tapes with what each recorded bark meant. And THEN feed this data into a computer to see if similarities in barks can be found across all breeds. Then you might be talking about how to build a useful database of dog communication!
LoL. Oh good, I’m not the only one who files things to cleverly. I thought I had it too but that was before last summer’s upheaval. Seriously, only God knows where it is now.
Jingle barks when she sees other dogs out on walks. She only wants to say hello, but she gets overly excited and starts barking and pulling and is quite disruptive. I wind up putting her in a down, and she cries and carries on, and by the time she gets it together the other dog is long gone. Any ideas?
No way, you saw it? I think I remember because I was taking German at university at the time.
Not only saw it, but I’m sure I cut it out if only I could remember what box I stashed it in… :)
This is interesting because I remember certain barks that Abby had for specific situations and my cat Misty has these sound-bytes for different things like she’s bored, or she can see the bottom of her dish and so forth.
But your title work “dogspeak” reminded me of an older “Mutts” Sunday strip where Earl is translating dog for Mooch; and every ruff, bark and wag has something to do with food or eating. In the last frame Mooch smoozes “Oh Earl, learning dog is so stimulating.” And Earl replies “Oh yesh, it’s the language of love.” Unfortunately it was too long ago to be archived by the syndicate online.
Wow! I can’t believe you remember that very cartoon too! Funny the things that we file away… : )