The nature of statistical learning theory
The nature of statistical learning theory
Assessing agreement on classification tasks: the kappa statistic
Computational Linguistics
Machine Learning
Transcriber: Development and use of a tool for assisting speech corpora production
Speech Communication - Special issue on speech annotation and corpus tools
Concepts for Neural Networks: A Survey
Concepts for Neural Networks: A Survey
Describing the emotional states that are expressed in speech
Speech Communication - Special issue on speech and emotion
Emotional speech: towards a new generation of databases
Speech Communication - Special issue on speech and emotion
How to find trouble in communication
Speech Communication - Special issue on speech and emotion
Modeling drivers' speech under stress
Speech Communication - Special issue on speech and emotion
Emotion detection in task-oriented spoken dialogues
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 3 (ICME '03) - Volume 03
Introduction: 'Emotion and brain: Understanding emotions and modelling their recognition'
Neural Networks - Special issue: Emotion and brain
Audio-visual emotion recognition in adult attachment interview
Proceedings of the 8th international conference on Multimodal interfaces
A survey of affect recognition methods: audio, visual and spontaneous expressions
Proceedings of the 9th international conference on Multimodal interfaces
Random Forests for multiclass classification: Random MultiNomial Logit
Expert Systems with Applications: An International Journal
Fear-type emotion recognition for future audio-based surveillance systems
Speech Communication
Recognizing low/high anger in speech for call centers
ISPRA'08 Proceedings of the 7th WSEAS International Conference on Signal Processing, Robotics and Automation
Real-Life Emotion Recognition in Speech
Speaker Classification II
Characterizing Emotion in the Soundtrack of an Animated Film: Credible or Incredible?
ACII '07 Proceedings of the 2nd international conference on Affective Computing and Intelligent Interaction
What Should a Generic Emotion Markup Language Be Able to Represent?
ACII '07 Proceedings of the 2nd international conference on Affective Computing and Intelligent Interaction
Affect and Emotion in Human-Computer Interaction
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
On the Use of Kappa Coefficients to Measure the Reliability of the Annotation of Non-acted Emotions
PIT '08 Proceedings of the 4th IEEE tutorial and research workshop on Perception and Interactive Technologies for Speech-Based Systems: Perception in Multimodal Dialogue Systems
A three-layered model for expressive speech perception
Speech Communication
Exploiting a Vowel Based Approach for Acted Emotion Recognition
Verbal and Nonverbal Features of Human-Human and Human-Machine Interaction
Short-term emotion assessment in a recall paradigm
International Journal of Human-Computer Studies
SRSL '09 Proceedings of the 2nd Workshop on Semantic Representation of Spoken Language
Intentional affect: an alternative notion of affective interaction with a machine
Proceedings of the 23rd British HCI Group Annual Conference on People and Computers: Celebrating People and Technology
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
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments
Objective and subjective evaluation of an expressive speech corpus
NOLISP'07 Proceedings of the 2007 international conference on Advances in nonlinear speech processing
Automatic inference of complex affective states
Computer Speech and Language
Computer Speech and Language
Advances in Human-Computer Interaction - Special issue on emotion-aware natural interaction
Proceedings of the 3rd international workshop on Affective interaction in natural environments
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
Anger recognition in speech using acoustic and linguistic cues
Speech Communication
Achieving rapport with turn-by-turn, user-responsive emotional coloring
Speech Communication
A multimodal database for mimicry analysis
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
Multiple classifier systems for the classificatio of audio-visual emotional states
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
ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
Real-Life emotion representation and detection in call centers data
ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
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
Emotion assessment: arousal evaluation using EEG's and peripheral physiological signals
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
Multiple classifier systems for the recogonition of human emotions
MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
The Rovereto Emotion and Cooperation Corpus: a new resource to investigate cooperation and emotions
Language Resources and Evaluation
Paralinguistics in speech and language-State-of-the-art and the challenge
Computer Speech and Language
EmoTales: creating a corpus of folk tales with emotional annotations
Language Resources and Evaluation
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Since the early studies of human behavior, emotion has attracted the interest of researchers in many disciplines of Neurosciences and Psychology. More recently, it is a growing field of research in computer science and machine learning. We are exploring how the expression of emotion is perceived by listeners and how to represent and automatically detect a subject's emotional state in speech. In contrast with most previous studies, conducted on artificial data with archetypal emotions, this paper addresses some of the challenges faced when studying real-life non-basic emotions. We present a new annotation scheme allowing the annotation of emotion mixtures. Our studies of real-life spoken dialogs from two call center services reveal the presence of many blended emotions, dependent on the dialog context. Several classification methods (SVM, decision trees) are compared to identify relevant emotional states from prosodic, disfluency and lexical cues extracted from the real-life spoken human-human interactions.