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 ")

AI's Now Being Taught Anger
Actually the Prime Radiant was just a display device.

The Poet Is A Computer
'The potentiometers indicated the machine's lyrical capacitance was charged to the maximum...'- Stanislaw Lem, 1965.

Minister Wants To Convert Artificial Intelligences To Christianity
'Getting to his feet he crossed the waiting room to the Padre booth...'- Philip K. Dick, 1969.

Law Firms To Undergo 'Structural Collapse' Due Artificially Intelligent Systems
'I want my lawyer program.'- David Brin, 1990.

 

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

Self-Driving Truck Corridor From Manitoba To Mexico?
Maybe this would be safer...

Electronic Tongue Knows Beer Better Than You
'Install taste buds in the end of one tentacle.'

NASA's Robotic Mining Competition
''Dave,'[Powell] said. 'You're a stable, rock-bottom mining robot...'

Should Humanity Switch To Robotic Pets?
'What about an exact electric duplicate of your cat?'

L'Oreal To 3D Print Human Skin
'...She helped the doctor spray on surrogate skin.'

LG Display Creates OLED Wallpaper
'A television that unrolled like a poster...'

Cool Foldable Mini-Quadcopter
'Eddie pocketed the bee cam...'

NASA's Subvocal Speech System
'She took a subvocal input device from its rack...'

Cicada UAV Dropped In Swarms
'We... dropped roughly a thousand eyes on Beta Hydri IV.'

AI's Now Being Taught Anger
Actually the Prime Radiant was just a display device.

Cicret Interactive Skin Display Prototype
'A strip of readout skin on my wrist...'

Lily Camera Video Sport Selfie Drone
'He set his camera to follow him, and it hovered behind him like a large tame bee.'

Metal Composite Floats Your Boat
'A metal that was apparently as light as cork and stronger than steel...'

Six Terabyte Solid State Drive Just 2.5 Inches
'A man or woman could carry AIs or complete planetary dataspheres...'

Israeli 'Food Replicator' Inspired By Star Trek
What flavor would you like?

Robotic Trash Can Wants Your Garbage
'The can pivoted on broad rubber treads and rolled toward her...'

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.