Algorithm Predicts Marriage Success (HAL 9000 Will See You Now)
A new computer algorithm has more success than human therapists and marriage counselors when it comes to predicting whether or not your marriage relationship is working.
In fact, the algorithm did a better job of predicting marital success of couples with serious marital issues than descriptions of the therapy sessions provided by relationship experts. The research was published in Proceedings of Interspeech on September 6, 2015.
Researchers recorded hundreds of conversations from over one hundred couples taken during marriage therapy sessions over two years, and then tracked their marital status for five years.
An interdisciplinary team — led by Shrikanth Narayanan and Panayiotis Georgiou of the USC Viterbi School of Engineering with their doctoral student Md Nasir and collaborator Brian Baucom of University of Utah — then developed an algorithm that broke the recordings into acoustic features using speech-processing techniques. These included pitch, intensity, “jitter” and “shimmer” among many – things like tracking warbles in the voice that can indicate moments of high emotion.
“What you say is not the only thing that matters, it’s very important how you say it. Our study confirms that it holds for a couple’s relationship as well,” Nasir said. Taken together, the vocal acoustic features offered the team’s program a proxy for the subject’s communicative state, and the changes to that state over the course of a single therapy and across therapy sessions.
Of course, science fiction writers have enjoyed toying with the idea of robot psychologists for decades. Consider Philip K. Dick's robot psyche tester from his 1953 story Colony:
The robot psyche tester whirred, integrating and gestalting. At last its color code lights changed from red to green.
"Well?" Hall demanded.
"Severe disturbance. Instability ratio up above ten."
"That's over danger?"
"Yes. Eight is danger. Ten is unusual, especially for a person with your index. You usually show about a four... If you could give me more data-"
Hall set his jaw. "I can't tell you any more."
"It's illegal to hold back information during a psyche test," the machine said peevishly. "If you do that you deliberately distort my findings."
Readers may wish to compare this device with the machine psychologist from James Blish's Cities in Flight, the mechanotherapist from Bad Medicine (a 1956 Robert Sheckley story) and the more complex Dr. Smile, from Dick's 1964 novel The Three Stigmata of Palmer Eldritch.
However, for voice analysis, humans must listen to HAL 9000, from Arthur C. Clarke's from Arthur C. Clarke's 1968 classic 2001: A Space Odyssey:
"Hal, switch to manual hibernation control."
"I can tell from your voice harmonics, Dave, that you're badly upset. Why don't you take a stress pill and get some rest?"
"Hal, I am in command of this ship. I order you to release the manual hibernation control."
"I'm sorry, Dave, but in accordance with special subroutine C1435-dash-4, quote, When the crew are dead or incapacitated, the onboard computer must assume control, unquote. I must, therefore, overrule your authority, since you are not in any condition to exercise it intelligently."
Scroll down for more stories in the same category. (Story submitted 11/20/2015)
Follow this kind of news @Technovelgy.
| Email | RSS | Blog It | Stumble | del.icio.us | Digg | Reddit |
you like to contribute a story tip?
Get the URL of the story, and the related sf author, and add
Comment/Join discussion ( 0 )
Related News Stories -
Kelly Clarkson Show Like Black Mirror '15 Million Merits'
'These people are pieces of software called avatars.' Neal Stephenson, 1992.
Neuralink Will Land A Chip In Your Brain
'What are you talking about? Do you mean a neural lace?' - Iain M. Banks, 2010.
100 Terabyte Exadrive SSD Also Has Biggest Price
'A man could carry AIs or complete planetary dataspheres in a Schrön loop.' - Dan Simmons, 1989.
Google Now Expects Chips To Design Themselves
'What lay down there? Energy, tubes and pipes, wiring, transformers, self-contained machinery...' - Philip K. Dick, 1960.
Technovelgy (that's tech-novel-gee!)
is devoted to the creative science inventions and ideas of sf authors. Look for
the Invention Category that interests
you, the Glossary, the Invention
Timeline, or see what's New.
Las Vegas Tunnels To Have Autonomous Teslas
'...just a steady velvety whirr as the taxi sped along.'
TCL CSOT 17-Inch Printed OLED Scrolling Display
'..a wide sheet of clear material suddenly flared with light and swirling colour.'
Reachy Humanoid VR Teleoperation App
"I went to the control room where the three other men were manipulating their mechanical men...'
Unitree A1 Robot ala Black Mirror and Snow Crash
'The legs are long, curled way up to deliver power...'
DALL-E Makes Creative Images From Text
Okay, sf fans. If you could have some art created from a science fiction sentence, what sentence would you pick?
BladeBUG Robots Clean Massive Wind Turbine Blades
'There were the cleaners, with large padded feet, who were apparently polishing their way the whole length...'
Looms To Manually Weave Lunar Rover Wheels
It's fascinating to me how the Apollo program forced people to think outside their usual boxes.
IceBot Antarctic (Planetary?) Robotic Explorers Made Of Ice
'Some will combine in place to form more complicated structures, like excavators or centipedes.'
Glad 2020 Is Over
Maybe you missed one of these?
PEDOT Polymer Could Enhance Brain-Machine Interfaces
'the hair-fine wire going deep into Owen's brain, down into the pleasure center.'
Study: Robots Encourage Humans To Take Risks
Not exactly Three Laws compliant.
Kinetic Buildings And Psychotropic Houses
'There was a dim whirring, and the spheres tipped and began to rotate...'
Jupe Urban Escape Pods Have Tesla, SpaceX Roots
'The houses are prefabricated units... and they sell at the flat rate of five hundred dollars a room — set up.'
Best Robot Dance Video Of 2020
'I can Mashed Potato... I can do the Twist.'
Vertical Farm In Singapore's Output Is 1.5 Tons Per Day
'A towering eighty-story structure like the office "In-and-Out" baskets stacked up to the sky.'
3D Printed 'Blisk' Manufactured In Orbit
'It can be mass-produced only in the orbiting factories...'
More SF in the News Stories
More Beyond Technovelgy science news stories