2005 Special Issue: Emotion recognition in human-computer interaction

Authors:
N. Fragopanagos;J. G. Taylor
Affiliations:
Department of Mathematics, King's College, Strand, London WC2 R2LS, UK;Department of Mathematics, King's College, Strand, London WC2 R2LS, UK
Venue:
Neural Networks - Special issue: Emotion and brain
Year:
2005

Citing 1
Cited 43

ELIZA—a computer program for the study of natural language communication between man and machine

Communications of the ACM

2005 Special Issue: A systems approach to appraisal mechanisms in emotion

Neural Networks - Special issue: Emotion and brain
Introduction: 'Emotion and brain: Understanding emotions and modelling their recognition'

Neural Networks - Special issue: Emotion and brain
2005 Special Issue: A systems approach to appraisal mechanisms in emotion

Neural Networks - Special issue: Emotion and brain
Audio-visual emotion recognition in adult attachment interview

Proceedings of the 8th international conference on Multimodal interfaces
Primitives-based evaluation and estimation of emotions in speech

Speech Communication
Educational violin transcription by fusing multimedia streams

Proceedings of the international workshop on Educational multimedia and multimedia education
A survey of affect recognition methods: audio, visual and spontaneous expressions

Proceedings of the 9th international conference on Multimodal interfaces
A robust multimodal approach for emotion recognition

Neurocomputing
Bimodal person-dependent emotion recognition comparison of feature level and decision level information fusion

Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments
Human-Centred Intelligent Human Computer Interaction (HCI²): how far are we from attaining it?

International Journal of Autonomous and Adaptive Communications Systems
The Composite Sensing of Affect

Affect and Emotion in Human-Computer Interaction
Real-Time Emotion Recognition from Speech Using Echo State Networks

ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
Speech Emotion Recognition System Based on BP Neural Network in Matlab Environment

ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
Recognizing emotions expressed by body pose: A biologically inspired neural model

Neural Networks
Social signal processing: state-of-the-art and future perspectives of an emerging domain

MM '08 Proceedings of the 16th ACM international conference on Multimedia
Integrating a mixed-feature model and multiclass support vector machine for facial expression recognition

Integrated Computer-Aided Engineering
Social signal processing: Survey of an emerging domain

Image and Vision Computing
The GMM-SVM Supervector Approach for the Recognition of the Emotional Status from Speech

ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
A model of emotional interactions based on affective cognitive algorithm

ICACT'09 Proceedings of the 11th international conference on Advanced Communication Technology - Volume 3
A comparison using different speech parameters in the automatic emotion recognition using feature subset selection based on evolutionary algorithms

TSD'07 Proceedings of the 10th international conference on Text, speech and dialogue
New frameworks to boost feature selection algorithms in emotion detection for improved human-computer interaction

BVAI'07 Proceedings of the 2nd international conference on Advances in brain, vision and artificial intelligence
Validating a multilingual and multimodal affective database

UI-HCII'07 Proceedings of the 2nd international conference on Usability and internationalization
Are computers capable of understanding our emotional states?

EPCE'07 Proceedings of the 7th international conference on Engineering psychology and cognitive ergonomics
Speech emotion recognition research based on wavelet neural network for robot pet

ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
Multimodal information fusion application to human emotion recognition from face and speech

Multimedia Tools and Applications
Audio-visual spontaneous emotion recognition

ICMI'06/IJCAI'07 Proceedings of the ICMI 2006 and IJCAI 2007 international conference on Artifical intelligence for human computing
Emotions and speech disorders: do developmental stutters recognize emotional vocal expressions?

Proceedings of the Third COST 2102 international training school conference on Toward autonomous, adaptive, and context-aware multimodal interfaces: theoretical and practical issues
Investigating acoustic cues in automatic detection of learners' emotion from auto tutor

ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Investigating glottal parameters and teager energy operators in emotion recognition

ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Human facial expression recognition using hybrid network of PCA and RBFN

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
A multitask approach to continuous five-dimensional affect sensing in natural speech

ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on Affective Interaction in Natural Environments
Affect recognition based on physiological changes during the watching of music videos

ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on Affective Interaction in Natural Environments
Hybrid approach for automatic evaluation of emotion elicitation oriented to people with intellectual disabilities

HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Hierarchical ANN system for stuttering identification

Computer Speech and Language
A multimodal fuzzy inference system using a continuous facial expression representation for emotion detection

Proceedings of the 14th ACM international conference on Multimodal interaction
OpenPsi: A novel computational affective model and its application in video games

Engineering Applications of Artificial Intelligence
Communicating affect via flight path: exploring use of the laban effort system for designing affective locomotion paths

Proceedings of the 8th ACM/IEEE international conference on Human-robot interaction
Gender-dependent emotion recognition based on HMMs and SPHMMs

International Journal of Speech Technology
Multi classifier systems and forward backward feature selection algorithms to classify emotional coloured speech

Proceedings of the 15th ACM on International conference on multimodal interaction
Employing both gender and emotion cues to enhance speaker identification performance in emotional talking environments

International Journal of Speech Technology
Affective and cognitive design for mass personalization: status and prospect

Journal of Intelligent Manufacturing
Continuous emotion recognition with phonetic syllables

Speech Communication
Modeling phonetic pattern variability in favor of the creation of robust emotion classifiers for real-life applications

Computer Speech and Language

Quantified Score

Hi-index	0.00

Visualization

Abstract

In this paper, we outline the approach we have developed to construct an emotion-recognising system. It is based on guidance from psychological studies of emotion, as well as from the nature of emotion in its interaction with attention. A neural network architecture is constructed to be able to handle the fusion of different modalities (facial features, prosody and lexical content in speech). Results from the network are given and their implications discussed, as are implications for future direction for the research.