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Displaying 1-10 out of 10 total
Building Autonomous Sensitive Artificial Listeners
Found in: IEEE Transactions on Affective Computing
By M. Schroder,E. Bevacqua,R. Cowie,F. Eyben,H. Gunes,D. Heylen,M. ter Maat,G. McKeown,S. Pammi,M. Pantic,C. Pelachaud,B. Schuller,E. de Sevin,M. Valstar,M. Wollmer
Issue Date:April 2012
pp. 165-183
This paper describes a substantial effort to build a real-time interactive multimodal dialogue system with a focus on emotional and nonverbal interaction capabilities. The work is motivated by the aim to provide technology with competences in perceiving an...
 
Context-Sensitive Learning for Enhanced Audiovisual Emotion Classification
Found in: IEEE Transactions on Affective Computing
By A. Metallinou,M. Wollmer,A. Katsamanis,F. Eyben,B. Schuller,S. Narayanan
Issue Date:April 2012
pp. 184-198
Human emotional expression tends to evolve in a structured manner in the sense that certain emotional evolution patterns, i.e., anger to anger, are more probable than others, e.g., anger to happiness. Furthermore, the perception of an emotional display can...
 
A hybrid music retrieval system using belief networks to integrate multimodal queries and contextual knowledge
Found in: Multimedia and Expo, IEEE International Conference on
By B. Schuller, M. Zobl, G. Rigoll, M. Lang
Issue Date:July 2003
pp. 57-60
Recently an increasing interest in music retrieval can be observed. Due to the growing amount of online and offline available music and a broadening user spectrum more efficient query methods are needed. We believe that only a parallel multimodal combinati...
 
A real-time system for hand gesture controlled operation of in-car devices
Found in: Multimedia and Expo, IEEE International Conference on
By M. Zobl, M. Geiger, B. Schuller, M. Lang, G. Rigoll
Issue Date:July 2003
pp. 541-544
The integration of more and more functionality into the human machine interface (HMI) of vehicles increases the complexity of device handling. Thus optimal use of different human sensory channels is an approach to simplify the interaction with in-car devic...
 
Video Based Online Behavior Detection Using Probabilistic Multi Stream Fusion
Found in: Multimedia and Expo, IEEE International Conference on
By D. Arsic, F. Wallhoff, B. Schuller, G. Rigoll
Issue Date:July 2005
pp. 1354-1357
In the present treatise, we propose an approach for a highly configurable image based online person behaviour monitoring system. The particular application scenario is a crew supporting multi-stream on-board threat detection system, which is getting more d...
 
Feature Selection and Stacking for Robust Discrimination of Speech, Monophonic Singing, and Polyphonic Music
Found in: Multimedia and Expo, IEEE International Conference on
By B. Schuller, B.J.B. Schmitt, D. Arsic, S. Reiter, M. Lang, G. Rigoll
Issue Date:July 2005
pp. 840-843
In this work we strive to find an optimal set of acoustic features for the discrimination of speech, monophonic singing, and polyphonic music to robustly segment acoustic media streams for annotation and interaction purposes. Furthermore we introduce ensem...
 
Hidden Markov model-based speech emotion recognition
Found in: Multimedia and Expo, IEEE International Conference on
By B. Schuller, G. Rigoll, M. Lang
Issue Date:July 2003
pp. 401-404
In this contribution we introduce speech emotion recognition by use of continuous hidden Markov models. Two methods are propagated and compared throughout the paper. Within the first method a global statistics framework of an utterance is classified by Gau...
 
Exploring the Potential of Using Multiple E-science Infrastructures with Emerging Open Standards-Based E-health Research Tools
Found in: Cluster Computing and the Grid, IEEE International Symposium on
By M. Riedel, B. Schuller, M. Rambadt, M.S. Memon, A.S. Memon, A. Streit, Th. Lippert, S.J. Zasada, S. Manos, P.V. Coveney, Felix Wolf, Dieter Kranzlmüller
Issue Date:May 2010
pp. 341-348
E-health makes use of information and communication methods and the latest e-research tools to support the understanding of body functions. E-scientists in this field take already advantage of one single infrastructure to perform computationally-intensive ...
 
Speaker Independent Speech Emotion Recognition by Ensemble Classification
Found in: Multimedia and Expo, IEEE International Conference on
By B. Schuller, S. Reiter, R. Muller, M. Al-Hames, M. Lang, G. Rigoll
Issue Date:July 2005
pp. 864-867
Emotion recognition grows to an important factor in future media retrieval and man machine interfaces. However, even human deciders often experience problems realizing one’s emotion, especially of strangers. In this work we strive to recognize emotion inde...
 
HMM-based music retrieval using stereophonic feature information and framelength adaptation
Found in: Multimedia and Expo, IEEE International Conference on
By B. Schuller, G. Rigoll, M. Lang
Issue Date:July 2003
pp. 713-716
Music retrieval methods are in the focus of recent interest due to the increasing size of music databases as e.g. in the Internet. Among different query methods content-based media retrieval analyzing intrinsic characteristics of the source seems to form t...
 
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