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 |
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 -
A.I. Jesus Proclaims Machine Gospel
'... he crossed the waiting room to the Padre booth; inside he put a dime into the slot and dialed at random.' - Philip K. Dick, 1969.
Tesla Autopilot: What Does An Autonomous Car See When It Looks At The Road?
'Jeremiah is a sports-model to begin with and that kind is awfully hot-tempered.' - Isaac Asimov, 1953.
Blurry Face Photos Made 60 Times Sharper
Perfect tool for blade runners.
Clarke Was Right, Artificial Intelligences DO Dream
'Of course you will dream. No one knows why." - Arthur C. Clarke, 1984.
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.
Salto Jumping Robot Now Sticks Landing!
'Lucky touched the leap knob and the hopper's leg retracted.'
Gyroscopic Median-Straddling Mass Transit Vehicles
'It was among these leviathans that the little gyrocar was daring to thrust its puny self...'
Bigrating Laser Beam-Riding Light Sail Is Self-Correcting
'That sail will be twenty thousand miles at the wide part.'
ISS Astronauts Test Estee Lauder 'Advanced Night Repair' Skin Serum
'Out in the New Moon, just ask for what you want...'
LG Wing Twisting Smartphone Might Be Fun
'A polycarbon screen unfurled...'
Mushroom Coffin Returns You To Nature, Naturally
'She touched the leaf. She was wanted.'
Will ATT Offer Ad-Subsidized Cellphone Service
'For long-distance calls the ratio of commercial to conversation was as high as 10 to 1...'
Gyro-X Self-Balancing Two-Wheeler Car
'Indeed, the gyrocar was a sight to make a man look twice.'
Beat Covid-19 With AIR By MicroClimate - At Last I Get My PAPR
More than just a bubble.
Mi TV LUX Transparent Edition OLED TV
The Look of Things To Come.
Metalenses Now Reconfigurable With Liquid Crystal
'Hufhuf oil held in static tension...'
'Alexa For Residential' A Landlord's Dream (Tenant's Nightmare?)
'...unseen mechanical entities... that are in our very midst. One of them following each of us.'
Gather Ye Moonrocks While Ye May
'The law of filing on newly discovered asteroids was definite.'
InMotion V11 Electric Unicycle Gets Air (Video)
'A tumblebug does not give a man dignity...'
Rid Thyself Of Ads On The Newsbox
'Can't we scramble that commercial?'
A.I. Jesus Proclaims Machine Gospel
'... he crossed the waiting room to the Padre booth; inside he put a dime into the slot and dialed at random.'
More SF in the News Stories
More Beyond Technovelgy science news stories