Computer Knows You're Mad, Chills You Out

Researchers have created a mental-state prediction method which takes into account both the users' intentions and their emotions; they have also described how to incorporate this recognized mental-state into the architecture of a spoken dialogue system. The resulting system can adapt itself to the emotions of the user in a spoken dialogue, thereby calming the user and increasing the chances of a successful interaction.

As can be seen [in the figure below] the model is placed between the natural language understanding (NLU) and the dialogue management phases. The model is comprised of an emotion recognizer, an intention recognizer and a mental-state composer.


(Integration of mental-state prediction into the architecture of a spoken dialogue system
From Predicting user mental states in spoken dialogue systems [pdf])

The first step for emotion recognition is feature extraction. The aim is to compute features from the speech input which can be relevant for the detection of emotion in the userís voice... The features are selected by majority voting of a forward selection algorithm, a genetic search and a ranking filter...

The second step of the emotion recognition process is feature normalization, with which the features extracted in the previous phase are normalized around the user neutral speaking style.

Science fiction fans remember another emotion-sensing artificial intelligence computer - the HAL-9000 computer from the movie 2001: A Space Odyssey.


"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?"

It's likely that this system would be implemented in cellphone networks. In that context, I'd like to point out that Frederik Pohl's Joymaker from his 1965 novel The Age of the Pussyfoot also sensed excessive emotionality on the part of users - and issued a tranquilizing spray when necessary:

"Cut that out!" Forrester was breathing hard. Abruptly, the joymaker in his hand hissed and sprayed him with something that felt damp for a second, then dissipated.

Forrester felt himself relaxing. He appreciated the tranquilizing spray, without quite liking the idea of a having a machine prescribe and spray it.
(Read more about Pohl's Cellphone Tranquilizing Spray)

From Predicting user mental states in spoken dialogue systems (pdf) via Gizmag.

Scroll down for more stories in the same category. (Story submitted 11/25/2011)

Follow this kind of news @Technovelgy.

| Email | RSS | Blog It | Stumble | del.icio.us | Digg | Reddit |

Would you like to contribute a story tip? It's easy:
Get the URL of the story, and the related sf author, and add it here.

Comment/Join discussion ( 0 )

Related News Stories - (" Artificial Intelligence ")

Jazz AI Compliments Of DARPA
'I request that you feed the correlation between those dots and the levers of the panel into my memory banks.' - Herbert Goldstone, 1953.

Xiaoice Will Text You And Be Your Friend
'If you spoke English, results might be whimsical...'- Robert Heinlein, 1966.

How Smart Should AI's Be Allowed To Get?
'Every AI ever built has an electromagnetic shotgun wired to its forehead' - William Gibson, 1984.

Google AI 'Deep Dreams' Kubrick's 2001
'I was only trying to do what I thought best....' - Arthur C. Clarke, 1968.

 

Google
  Web TechNovelgy.com   

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.

 

 

 

 

 

Current News

Ecocapsule - Simak's Dream Of A Prefab House
'They are heated and air conditioned by a solar plant that tops anything... that we have today.'

New Super Slippery Surface Better Than Nature's
'The water flowed off those walls without binding tension.'

Killer Robot COTSBot Stalks Starfish
'X-120's long jointed arms swung swiftly. The tiny animal lay crushed...'

Heart-In-A-Box Saves Organ For Later
'Storage in the hospital's organ banks...'

MultiFab 10-Material 3D Printer
'On the concrete platform, in front of the dying Biltong, lay a heap of originals to be duplicated.'

Chaac Ha Dew Collector ala Dune
'The surface condenses moisture out of the air. That moisture trickles down...'

Digital Immortality For Your Personality
'You've got remote storage. How regular is the update?'

Robots Take Our Jobs By Reading Our Instructions
'The Talk Between Robots radio...'

Surgery In Space
' It was a ... coffin, form-fitted to Nessus himself...'

Flimmer Navy Drone Flies And Swims
Launch the Flying Sub!

Taser Drones Now Legal In North Dakota
'I sent my eyes on their rounds and tended my gallery of one hundred-thirty changing pictures...'

Growing Metal In The Shape You Want
What more do you need, engineers?

Self-Healing Materials For Spacecraft
'It even had an inter-skin layer of gum that sealed the punctures...'

World's First Full-Colour, Flexible Thin-Film Reflective Display
'A wide sheet of clear material suddenly flared with light and swirling colour....'

Jazz AI Compliments Of DARPA
'I request that you feed the correlation between those dots and the levers of the panel into my memory banks.'

Tasty Space Lettuce!
Having tested, we tasted.

More SF in the News Stories

More Beyond Technovelgy science news stories

Home | Glossary | Invention Timeline | Category | New | Contact Us | FAQ | Advertise |
Technovelgy.com - where science meets fiction™

Copyright© Technovelgy LLC; all rights reserved.