Ir al contenido

ETSIINF en Twitter ETSIINF en Facebook
Inicio > Tablón de anuncios

A software application recognizes human emotions from conversation analysis

Developed at the UPM's Facultad de Informática, it has also been used to program robots participating in the RoboCupSoccer league

Noticia. Enviado por ingles válido desde 08/11/2010 hasta 25/10/2011 (caducado)

2 November 2010. Researchers from the Universidad Politécnica de Madrid's Facultad de Informática have developed an application capable of human emotion recognition from automated voice analysis.

The application analyses the sound measurements of a conversation, output by another purpose-built program. Then, based on the rules described in the new application, it is able to identify the emotions hidden in an expression and determine whether the speaker is sad, happy or nervous. Even if the emotion is unclear, the application is able to specify how close the speaker is to each emotion in percentage terms. The application was presented by Susana Muñoz Hernández at the First International Conference on Fuzzy Computation, held in Madeira, Portugal, in 2009.

The application is based on a new tool called RFuzzy, implemented in the Prolog programming language. Prolog is able to represent and operate with what is known as fuzzy logic. Prolog is used primarily in artificial intelligence and expert systems applications.

RFuzzy is a programming support, which stands out for its ease of use and its expressivity. It is able to represent, handle and reason with subjective concepts like high, low, fast, slow, etc.

Apart from being applied to detect emotions in human conversations, RFuzzy has also been used to enhance robot intelligence. In this particular case, RFuzzy was used to program robots participating in the world robot soccer league (RoboCupSoccer), which has been held since 1996 with the aim of developing robotics and artificial intelligence. The experience was outlined in the book Robot Soccer, Inteh, Croatia, 2010, edited by Vladan Papic.

Being based on fuzzy logic, RFuzzy has important benefits for both conversation analysis and the enhancement of championship soccer robot behaviour. Its logical mechanisms are flexible and it leaves some margin of interpretation to the computer. The computer will then make the decision depending on a series of logical rules that take measurable parameters (volume, speech pitch and rate, position, speed or distance of the robot from the ball, etc.) as a reference.

The details of this research are to be published shortly in the INS- Information Science journal and can be consulted online at Science Direct.


This item on other websites

Publimetro 09.11.2010

20minutos 09.11.2010

Hacker News 09.11.2010

Kurzweil 09.11.2010

Technology Daily 09.11.2010

Regator 09.11.2010

BioEthics Hawaii 09.11.2010

LinuxBSDos 09.11.2010

Feed my Science 08.11.2010

Linuxine 08.11.2010

Lijepa Nasa 08.11.2010

Organized Wisdom 08.11.2010

ACM TEchnews 08.11.2010

e! Science News 08.11.2010

Science Daily 08.11.2010

ITnewsfeed 08.11.2010

Frienfeed 08.11.2010

SINC 08.11.2010

GlamDesings 08.11.2010

RobotPlanet 08.11.2010

AlphaGalileo (english) 08.11.2010

AlphaGalileo 08.11.2010

Meneame 07.11.2010

FayerWayer 07.11.2010

Cerebro Digital 07.11.2010

El Posteador 07.11.2010

GTA Gaming Chile 07.11.2010

Vida-Gamer 07.11.2010

tec.Blodico 07.11.2010

BlackBerryVnzl 07.11.2010

Latino Hack 07.11.2010

Denunciando 07.11.2010

RDi Press 06.11.2010




Gabinete de Comunicación Contacto: