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Publikationen

2017

Begutachteter Zeitschriftenartikel
Egorow, Olga;  Siegert, Ingo;  Wendemuth, Andreas 

Prediction of user satisfaction in naturalistic human-computer interaction
In: Kognitive Systeme - Duisburg: DuEPublico, 1, insges. 9 S., 2017; http://dx.doi.org/10.17185/duepublico/44534

Buchbeitrag
Lotz, Alicia Flores;  Siegert, Ingo;  Maruschke, Michael;  Wendemuth, Andreas 

Audio compression and its impact on emotion recognition in affective computing
In: Elektronische Sprachsignalverarbeitung 2017: Tagungsband der 28. Konferenz Saarbrücken, 15. - 17. März 2017 - Dresden: TUDpress Verlag der Wissenschaften GmbH, S. 1-8 ; [Kongress: 28. Konferenz Elektronische Sprachsignalverarbeitung, Saarbrücken, 15. - 17. März, 2017]

Egorow, Olga;  Wendemuth, Andreas 

Emotional features for speech overlaps classification
In: INTERSPEECH 2017: 20-24 August 2017, Stockholm - International Speech and Communication Association, S. 2356-2360; http://dx.doi.org/10.21437/Interspeech.2017 ; [Session: Social signals, styles, and interaction; Kongress: INTERSPEECH 2017, Stockholm, 20-14 August 2017]

Siegert, Ingo;  Lotz, Alicia Flores;  Egorow, Olga;  Wendemuth, Andreas 

Improving speech-based emotion recognition by using psychoacoustic modeling and analysis-by-synthesis
In: Speech and Computer: 19th International Conference, SPECOM 2017, Hatfield, UK, September 12-16, 2017, Proceedings - Cham: Springer, S. 445-455 - (Lecture Notes in Computer Science; 10458); http://dx.doi.org/10.1007/978-3-319-66429-3_44 ; [Konferenz: 19th International Conference Speech and Computer, SPECOM 2017, Hatfield, UK, September 12-16, 2017]

Böck, Ronald;  Egorow, Olga;  Wendemuth, Andreas 

Speaker-group specific acoustic differences in consecutive stages of spoken interaction
In: Elektronische Sprachsignalverarbeitung 2017: Tagungsband der 28. Konferenz Saarbrücken, 15. - 17. März 2017 - Dresden: TUDpress Verlag der Wissenschaften GmbH, S. 211-218 ; [Kongress: 28. Konferenz Elektronische Sprachsignalverarbeitung, Saarbrücken, 15. - 17. März, 2017]

Siegert, Ingo;  Wendemuth, Andreas 

ikannotate2 - a tool supporting annotation of emotions in audio-visual data
In: Elektronische Sprachsignalverarbeitung 2017: Tagungsband der 28. Konferenz Saarbrücken, 15. - 17. März 2017 - Dresden: TUDpress Verlag der Wissenschaften GmbH, S. 17-24 ; [Kongress: 28. Konferenz Elektronische Sprachsignalverarbeitung, Saarbrücken, 15. - 17. März, 2017]

2016

Begutachteter Zeitschriftenartikel
Lotz, Alicia Flores;  Siegert, Ingo;  Wendemuth, Andreas 

Comparison of different modeling techniques for robust prototype matching of speech pitch-contours
In: Kognitive Systeme - Duisburg: DuEPublico, 1, insges. 10 S., 2016; http://dx.doi.org/10.17185/duepublico/42385

Buchbeitrag
Siegert, Ingo;  Lotz, Alicia Flores;  Egorow, Olga;  Böck, Ronald;  Schega, Lutz;  Tornow, Michael;  Thiers, Angelina;  Wendemuth, Andreas 

Akustische Marker für eine verbesserte Situations- und Intentionserkennung von technischen Assistenzsystemen
In: Technische Unterstützungssysteme, die die Menschen wirklich wollen: Zweite Transdisziplinäre Konferenz : Hamburg 2016 - [Hamburg]: Helmut-Schmidt-Universität, S. 465-474 ; [Kongress: 2. Transdisziplinäre Konferenz \"Technische Unterstützungssysteme, die die Menschen wirklich wollen\", Hamburg, 2016]

Vlasenko, Bogdan;  Wendemuth, Andreas 

Annotators agreement and spontaneous emotion classification performance
In: Speech beyond speech towards a better understanding of the most important biosignal ; Volume 3. - Red Hook, NY : Curran Associates, Inc., S. 1546-1550, 2016 ; [Kongress: 16th Annual Conference of the International Speech Communication Association (INTERSPEECH 2015), Dresden, Germany, 6-10 September 2015]

Schalk-Schupp, Ingo;  Faubel, Friedrich;  Buck, Markus;  Wendemuth, Andreas 

Approximation of a nonlinear distortion function for combined linear and nonlinear residual echo suppression
In: 2016 International Workshop on Acoustic Signal Enhancement (IWAENC) : September 13-16, 2016, Xian, China. - Piscataway, NJ : IEEE

Publikationslink   

Lotz, Alicia Flores;  Siegert, Ingo;  Wendemuth, Andreas 

Classification of functional-meanings of non-isolated discourse particles in human-human-interaction
In: Human-computer interaction: 18th international conference, HCI International 2016, Toronto, ON, Canada, July 17-22, 2016 : proceedings, part I - Cham: Springer International Publishing, S. 53-64 - (Lecture Notes in Computer Science; 9731); http://dx.doi.org/10.1007/978-3-319-39510-4_6 ; [Kongress: 18th International Conference, HCI International, Toronto, ON, Canada, July 17-22, 2016]

Egorow, Olga;  Wendemuth, Andreas 

Detection of challenging dialogue stages using acoustic signals and biosignals
In: WSCG 2016: 24th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2016, Plzen, Czech Republic, May 30 - June 3, 2016 ; short paper proceedings - Plzen: Vaclav Skala - Union Agency, S. 137-143; http://wscg.zcu.cz/WSCG2016/!!_CSRN-2602.pdf ; [Konferenz: 24th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2016, Plzen, Czech Republic, May 30 - June 3, 2016]

Wendemuth, Andreas 

Developing recording and synchronous handling of ten modalities in affective human machine interactions
In: Proceedings of the 2nd workshop on Emotion Representations and Modelling for Companion Systems: November 16, 2016, Tokyo, Japan - New York, NY: ACM, S. 13-14; http://dx.doi.org/10.1145/3009960.3009963 ; [Kongress: 2nd Workshop on Emotion Representations and Modelling for Companion Systems, Tokyo, Japan, 16. November, 2016]

Siegert, Ingo;  Krüger, Julia;  Haase, Matthias;  Lotz, Alicia Flores;  Günther, Stephan;  Frommer, Jörg;  Rösner, Dietmar;  Wendemuth, Andreas 

Discourse particles in human-human and human-computer interaction - Analysis and evaluation
In: Human-computer interaction: 18th international conference, HCI International 2016, Toronto, ON, Canada, July 17-22, 2016 : proceedings, part I - Cham: Springer International Publishing, S. 105-117; http://dx.doi.org/10.1007/978-3-319-39510-4_11

Siegert, Ingo;  Lotz, Alicia Flores;  Maruschke, Michael;  Jokisch, Oliver;  Wendemuth, Andreas 

Emotion intelligibility within codec-compressed and reduced bandwidth speech
In: Speech Communication: 12. ITG-Fachtagung Sprachkommunikation 5.-7. Oktober 2016 in Paderborn - Berlin: VDE Verlag, S. 215-219 ; [Kongress: 12. ITG-Fachtagung Sprachkommunikation, Paderborn, 5. 7. Oktober 2016]

Tornow, Michael;  Krippl, Martin;  Bade, Svea;  Thiers, Angelina;  Siegert, Ingo;  Handrich, Sebastian;  Krüger, Julia;  Schega, Lutz;  Wendemuth, Andreas 

Integrated health and fitness (iGF)-corpus - ten-modal highly synchronized subject-dispositional and emotional human machine interactions
In: Multimodal Corpora: Computer vision and language processing (MMC 2016). - ELRA, S. 21-24

Publikationslink   

Thiers, Angelina;  Hamacher, Dennis;  Tornow, Michael;  Heinemann, Ralph;  Siegert, Ingo;  Wendemuth, Andreas;  Schega, Lutz 

Kennzeichnung von Nutzerprofilen zur Interaktionssteuerung beim Gehen
In: Technische Unterstützungssysteme, die die Menschen wirklich wollen: Zweite Transdisziplinäre Konferenz : Hamburg 2016 - [Hamburg]: Helmut-Schmidt-Universität, S. 475-484 ; [Kongress: 2. Transdisziplinäre Konferenz \"Technische Unterstützungssysteme, die die Menschen wirklich wollen\", Hamburg, 2016]

Siegert, Ingo;  Lotz Alicia, Flores;  Doung, Linh Linda;  Wendemuth, Andreas 

Measuring the impact of audio compression on the spectral quality of speech data
In: Elektronische Sprachsignalverarbeitung 2016: Tagungsband der 27. Konferenz Leipzig, 2. - 4. März 2016 - Dresden: TUDpress Verlag der Wissenschaften GmbH, S. 229-236 - (Studientexte zur Sprachkommunikation; Band 81) ; [Kongress: 27. Konferenz Elektronische Sprachsignalverarbeitung 2016, Leipzig, 2. - 4. März 2016]

Egorow, Olga;  Wendemuth, Andreas 

Modellierung von Verhaltens- und Handlungsintentionsverläufen aus multimodalen 3D-Daten
In: 3D SENSATION - transdisziplinäre Perspektiven: innteract conference - Chemnitz: Verlag aw&l Wissenschaft und Praxis, S. 88-89, 2016; http://innteract2016.de/Herausgeberband_innteract2016.pdf ; [Kongress: innteract conference 2016, Chemnitz, 23. - 24. Juni, 2016]

Siegert, Ingo;  Reuter, Stephan;  Schüssel, Felix;  Layer, Georg;  Hörnle, Thilo;  Meudt, Sascha;  Wendemuth, Andreas 

Multimodal information processing - the ticket purchase : a demonstration scenario of the SFB/TRR-62
In: Elektronische Sprachsignalverarbeitung 2016: Tagungsband der 27. Konferenz Leipzig, 2. - 4. März 2016 - Dresden: TUDpress Verlag der Wissenschaften GmbH, S. 111-118 - (Studientexte zur Sprachkommunikation; Band 81) ; [Kongress: 27. Konferenz Elektronische Sprachsignalverarbeitung 2016, Leipzig, 2. - 4. März 2016]

2015

Begutachteter Zeitschriftenartikel
Wendemuth, Andreas;  Biundo, Susanne 

Companion-technology for cognitive technical systems
In: Künstliche Intelligenz : KI : Forschung, Entwicklung, Erfahrungen : Organ des Fachbereichs 1 Künstliche Intelligenz der Gesellschaft für Informatik e.V., GI. - Berlin : Springer, insges. 5 S., 2015

Publikationslink   

Kotzyba, Michael;  Siegert, Ingo;  Gossen, Tatiana;  Wendemuth, Andreas;  Nürnberger, Andreas 

Exploratory voice-controlled search for young users - Challenges & Potential Benefits
In: Kognitive Systeme. - Duisburg : DuEPublico, 1, insges. 10 S., 2015

Publikationslink   

Böck, Ronald;  Siegert, Ingo;  Wendemuth, Andreas 

Probabilistic breadth as an evaluation measure of gaussian mixture models used for acoustic emotion states
In: Kognitive Systeme. - Duisburg : DuEPublico, 2, insges. 8 S., 2015

Publikationslink   

Buchbeitrag
Lotz, Alicia Flores;  Siegert, Ingo;  Wendemuth, Andreas 

Automatic differentiation of form-function-relations of the discourse particle "hm" in a naturalistic human-computer interaction
In: Elektronische Sprachsignalverarbeitung 2015: Tagungsband der 26. Konferenz, Eichstätt, 25. - 27. März 2015 - Dresden: TUDpress, S. 172-179 - (Studientexte zur Sprachkommunikation; 78) ; Kongress: Konferenz \"Elektronische Sprachsignalverarbeitung 26 (Eichstätt : 2015

Wendemuth, Andreas 

Companion-Systeme - soziale Agenten mit kognitiven Fähigkeiten
In: Die Technisierung des Menschlichen und die Humanisierung der Maschine : interdisziplinäre Beiträge zur Interdependenz von Mensch und Technik. - Halle (Saale) : Mitteldeutscher Verlag, S. 75-100, 2015

Schuller, Björn;  Vlasenko, Bogdan;  Eyben, Florian;  Wollmer, Martin;  Stuhlsatz, André;  Wendemuth, Andreas;  Rigoll, Gerhard 

Cross-corpus acoustic emotion recognition - variances and strategies (extended abstract)
In: 2015 International Conference on Affective Computing and Intelligent Interaction (ACII) : 21 - 24 Sept. 2015, Xi\'an. - Piscataway, NJ : IEEE, S. 470 - 476

Publikationslink   

Siegert, Ingo;  Philippou-Hübner, David;  Tornow, Michael;  Heinemann, Ralph;  Wendemuth, Andreas;  Ohnemus, Kerstin;  Fischer, Sarah;  Schreiber, Gerald 

Ein Datenset zur Untersuchung emotionaler Sprache in Kundenbindungsdialogen
In: Elektronische Sprachsignalverarbeitung 2015: Tagungsband der 26. Konferenz, Eichstätt, 25. - 27. März 2015 - Dresden: TUDpress, S. 180-187 - (Studientexte zur Sprachkommunikation; 78) ; Kongress: Konferenz \"Elektronische Sprachsignalverarbeitung 26 (Eichstätt : 2015

Siegert, Ingo;  Böck, Ronald;  Vlasenko, Bogdan;  Wendemuth, Andreas 

Exploring dataset similarities using PCA-based feature selection
In: 2015 International Conference on Affective Computing and Intelligent Interaction (ACII): 21 - 24 Sept. 2015, Xi\'an - Piscataway, NJ: IEEE, S. 387-393; http://dx.doi.org/10.1109/ACII.2015.7344600

Prylipko, Dmytro;  Böck, Ronald;  Wendemuth, Andreas 

Functional analysis of pitch contours for disposition recognition from speech
In: 4. Interdisziplinärer Workshop Kognitive Systeme 2015: Mensch, Teams, Systeme und Automaten : proceedings. - Bielefeld, insges. 6 S. ; Kongress: Interdisziplinärer Workshop Kognitive Systeme; 4 (Bielefeld) : 2015.03.23-25

Hartmann, Kim;  Krüger, Julia;  Frommer, Jörg;  Wendemuth, Andreas 

NaLMC - a database on non-acted and acted emotional sequences in HCI
In: Proceedings of the 2015 ACM International Conference on Multimodal Interaction : November 9 - 13, 2015, Seattle, Washington. - New York, NY : ACM, S. 199-202

Siegert, Ingo;  Böck, Ronald;  Vlasenko, Bogdan;  Ohnemus, Kerstin;  Wendemuth, Andreas 

Overlapping speech, utterance duration and affective content in HHI and HCI - an comparison
In: Proceedings of 6th IEEE Conference on Cognitive Infocommunications (CogInfoCom 2015). - Piscataway, NJ : IEEE, S. 83-88

Publikationslink   

Böck, Ronald;  Siegert, Ingo;  Wendemuth, Andreas 

Probabilistic breadth used in evaluation of resulting gaussian mixture models
In: 4. Interdisziplinärer Workshop Kognitive Systeme 2015: Mensch, Teams, Systeme und Automaten : proceedings. - Bielefeld, insges. 8 S. ; Kongress: Interdisziplinärer Workshop Kognitive Systeme; 4 (Bielefeld) : 2015.03.23-25

Dissertation
Siegert, Ingo;  Wendemuth, Andreas [Gutachter];  Diedrich, Christian [Gutachter] 

Emotional and user-specific cues for improved analysis of naturalistic interactions
In: Magdeburg, Univ., Fak. für Elektrotechnik und Informationstechnik, Diss., 2015; XIX, 266 S.: graph. Darst.

2014

Begutachteter Zeitschriftenartikel
Prylipko, Dmytro;  Rösner, Dietmar;  Siegert, Ingo;  Günther, Stephan;  Friesen, Rafael;  Haase, Matthias;  Vlasenko, Bogdan;  Wendemuth, Andreas 

Analysis of significant dialog events in realistic human-computer interaction
In: Journal on multimodal user interfaces. - Berlin : Springer, Bd. 8.2014, 1, S. 75-86

Publikationslink   

Siegert, Ingo;  Philippou-Hübner, David;  Hartmann, Kim;  Böck, Ronald;  Wendemuth, Andreas 

Investigation of speaker group-dependent modelling for recognition of affective states from speech
In: Cognitive Computation. - New York, NY : Springer, Bd. 6.2014, 4, S. 892-913

Publikationslink   

Glüge, Stefan;  Böck, Ronald;  Palm, Günther;  Wendemuth, Andreas 

Learning long-term dependencies in segmented-memory recurrent neural networks with backpropagation of error
In: Neurocomputing : an international journal. - Amsterdam : Elsevier, Bd. 141.2014, S. 54-64

Publikationslink   

Vlasenko, Bogdan;  Prylipko, Dmytro;  Böck, Ronald;  Wendemuth, Andreas 

Modeling phonetic pattern variability in favor of the creation of robust emotion classifiers for real-life applications
In: Computer speech and language. - London : Academic Press, Bd. 28.2014, 2, S. 483-500

Publikationslink   

Buchbeitrag
Prylipko, Dmytro;  Egorow, O.;  Siegert, Ingo;  Wendemuth, Andreas 

Application of image processing methods to filled pauses detection from spontaneous speech
In: 15th annual conference of the International Speech Communication Association, INTERSPEECH : Singapore, 14 - 18 September 2014. - International Speech and Communication Association, S. 1816-1820 ; Kongress: INTERSPEECH; 15 (Singapore) : 2014.09.14-18

Siegert, Ingo;  Haase, Matthias;  Prylipko, Dmytro;  Wendemuth, Andreas 

Discourse particles and user characteristics in naturalistic human-computer interaction
In: Human-computer interaction : advanced interaction modalities and techniques ; 16th international conference, HCI International 2014, Heraklion, Crete, Greece, June 22 - 27, 2014 ; proceedings, part II. - Cham [u.a.] : Springer, S. 492-501 - (Lecture notes in computer science; 8511)

Publikationslink   

Siegert, Ingo;  Prylipko, Dmytro;  Hartmann, Kim;  Böck, Ronald;  Wendemuth, Andreas 

Investigating the form-function-relation of the discourse particle hm in a naturalistic human-computer interaction
In: Bassis, Simone: : Recent Advances of Neural Network Models and Applications : Proceedings of the 23rd Workshop of the Italian Neural Networks Society (SIREN), May 23-25, Vietri sul Mare, Salerno, Italy. - Cham : Springer International Publishing, S. 387-394, 2014 - (Smart Innovation, Systems and Technologies; 26)

Publikationslink   

Vlasenko, B.;  Wendemuth, Andreas 

Location of an emotionally neutral region in valence-arousal space - two-class vs. three-class cross corpora emotion recognition evaluations
In: IEEE International Conference on Multimedia and Expo workshops (ICMEW), 2014 : 14 - 18 July 2014, Chengdu, China. - Piscataway, NJ : IEEE, insges. 6 S.

Publikationslink   

Nicht begutachteter Zeitschriftenartikel
Wendemuth, Andreas 

Companion-Systeme - interaktive, kognitive Informationstechnik
In: Mitteldeutsche Mitteilungen : Informationen aus Wirtschaft, Wissenschaft, Gesellschaft : Forum der technisch-wissenschaftlichen Vereine und Verbände Sachsen-Anhalts. - Magdeburg : VDI, Landesverband Sachsen-Anhalt, Bd. 23.2014, 3, S. 12-13

2013

Begutachteter Zeitschriftenartikel
Siegert, Ingo;  Böck, Ronald;  Wendemuth, Andreas 

Inter-rater reliability for emotion annotation in human-computer interaction - comparison and methodological improvements
In: Journal on multimodal user interfaces. - Berlin : Springer, 2013

Publikationslink   

Siegert, Ingo;  Hartmann, Kim;  Glüge, Stefan;  Wendemuth, Andreas 

Modelling of emotional development within human-computer-interaction
In: Kognitive Systeme. - Duisburg : DuEPublico, 1, insges. 8 S., 2013

Publikationslink   

Buchbeitrag
Böck, Ronald;  Glüge, Stefan;  Siegert, Ingo;  Wendemuth, Andreas 

Annotation and classification of changes of involvement in group conversation
In: 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, ACII 2013 : 2-5 September 2013, Geneva, Switzerland ; proceedings. - Los Alamitos [u.a.] : IEEE, S. 803-808 ; Kongress: ACII; (Geneva, Switzerland) : 2013.09.02-05

Böck, Ronald;  Limbrecht-Ecklundt, Kerstin;  Siegert, Ingo;  Walter, Steffen;  Wendemuth, Andreas 

Audio-based pre-classification for semi-automatic facial expression coding
In: Human-computer interaction ; Pt. 5: Towards intelligent and implicit interaction. - Berlin [u.a.] : Springer, S. 301-309, 2013 - (Lecture notes in computer science; 8008)

Publikationslink   

Glüge, Stefan;  Böck, Ronald;  Wendemuth, Andreas 

Auto-encoder pre-training of segmented-memory recurrent neural networks
In: Proceedings : Bruges, Belgium, April 24 - 25 - 26, 2013 // 21st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2013. - Louvain-la-Neuve : Ciaco, S. 29 ; Kongress: ESANN; 21 (Bruges) : 2013.04.24-26

Schmidt, Daniel;  Sadri, Hossein;  Szewieczek, Artur;  Sinapius, Michael;  Wierach, Peter;  Siegert, Ingo;  Wendemuth, Andreas 

Characterization of Lamb wave attenuation mechanisms
In: Health monitoring of structural and biological systems 2013 : 11 - 14 March 2013, San Diego, California, United States ; [part of SPIE smart structures/NDE]. - Bellingham, Wash. : SPIE - (Proceedings of SPIE; 8695)

Publikationslink   

Böck, Ronald;  Glüge, Stefan;  Wendemuth, Andreas 

Dempster-shafer theory with smoothness
In: Integrated uncertainty in knowledge modelling and decision making : international symposium, IUKM 2013, Beijing, China, July 12 - 14, 2013 ; proceedings. - Berlin [u.a.] : Springer, S. 13-22 - (Lecture notes in computer science; 8032)

Publikationslink   

Hartmann, Kim;  Siegert, Ingo;  Philippou-Hübner, David;  Wendemuth, Andreas 

Emotion detection in HCI - from speech features to emotion space?
In: 7th IFAC Conference on Manufacturing Modelling, Management, and Control, 2013. - IFAC, S. 288-295

Publikationslink   

Krell, Gerald;  Glodek, Michael;  Panning, Axel;  Siegert, Ingo;  Michaelis, Bernd;  Wendemuth, Andreas;  Schwenker, Friedhelm 

Fusion of fragmentary classifier decisions for affective state recognition
In: Multimodal pattern recognition of social signals in human-computer-interaction : first IAPR TC3 workshop, MPRSS 2012, Tsukuba, Japan, November 11, 2012 ; revised selected papers. - Berlin [u.a.] : Springer, S. 116-130, 2013 - (Lecture notes in computer science; 7742)

Publikationslink   

Siegert, Ingo;  Hartmann, Kim;  Philippou-Hübner, David;  Wendemuth, Andreas 

Human behaviour in HCI - complex emotion detection through sparse speech features
In: Human behavior unterstanding : 4th international workshop, HBU 2013, Barcelona, Spain, October 22, 2013 ; proceedings. - Cham [u.a.] : Springer, S. 246-257 - (Lecture notes in computer science; 8212)

Publikationslink   

Siegert, Ingo;  Böck, Ronald;  Wendemuth, Andreas 

The influence of context knowledge for multi-modal affective annotation
In: Human-computer interaction ; Pt. 5: Towards intelligent and implicit interaction. - Berlin [u.a.] : Springer, S. 381-390, 2013 - (Lecture notes in computer science; 8008)

Publikationslink   

Siegert, Ingo;  Glodek, Michael;  Panning, Axel;  Krell, Gerald;  Schwenker, Friedhelm;  Al-Hamadi, Ayoub;  Wendemuth, Andreas 

Using speaker group dependent modelling to improve fusion of fragmentary classifier decisions
In: Proceedings of the 2013 IEEE International Conference on Cybernetics (CYBCONF 2013) : Lausanne, Switzerland, 13-15 June, 2013. - IEEE, S. 132-137 ; Kongress: CYBCONF; (Lausanne, Switzerland) : 2013.06.13-15

Dissertation
Glüge, Stefan;  Wendemuth, Andreas [Gutachter];  Al-Hamadi, Ayoub [Gutachter] 

Implicit sequence learning in recurrent neural networks
In: Magdeburg, Univ., Fak. für Elektrotechnik und Informationstechnik, Diss., 2013; VIII, 132 S.: graph. Darst.

Böck, Ronald;  Wendemuth, Andreas [Gutachter];  Diedrich, Christian [Gutachter] 

Multimodal automatic user disposition recognition in human-machine interaction
In: Magdeburg, Univ., Fak. für Elektrotechnik und Informationstechnik, Diss., 2013; XVII, 206 S.: graph. Darst.

2012

Abstrakt
Kotzyba, Michael;  Deml, Barbara;  Neumann, Hendrik;  Glüge, Stefan;  Hartmann, Kim;  Siegert, Ingo;  Wendemuth, Andreas;  Traue, Harald;  Walter, Steffen 

Emotion detection by event evaluation using fuzzy sets as appraisal variables
In: Proceedings of ICCM 2012 : 11th International Conference on Cognitive Modeling. - Berlin : Universitätsverl. der TU Berlin, S. 123-124

Publikationslink   

Begutachteter Zeitschriftenartikel
Wendemuth, Andreas;  Simonelli, Italo 

Majority decisions in overlapping committees and asymptotic size of dichotomies
In: SIAM journal on discrete mathematics. - Philadelphia, Pa : Soc, Bd. 26.2012, 4, S. 1537-1549

Publikationslink   

Buchbeitrag
Philippou-Hübner, David;  Böck, Ronald;  Wendemuth, Andreas 

Applying the speaking rate in a hierarchical classifier for emotion recognition from speech
In: Elektronische Sprachsignalverarbeitung 2012 : Tagungsband der 23. Konferenz, Cottbus, 29. - 31. August 2012. - Dresden : TUDpress, S. 228 - (Studientexte zur Sprachkommunikation; 64) ; Kongress: Konferenz Elektronische Sprachsignalverarbeitung; 23 (Cottbus) : 2012.08.29-31

Böck, Ronald;  Limbrecht, Kerstin;  Siegert, Ingo;  Glüge, Stefan;  Walter, Steffen;  Wendemuth, Andreas 

Combining mimic and prosodic analyses for user disposition classification
In: Elektronische Sprachsignalverarbeitung 2012 : Tagungsband der 23. Konferenz, Cottbus, 29. - 31. August 2012. - Dresden : TUDpress, S. 220 - (Studientexte zur Sprachkommunikation; 64) ; Kongress: Konferenz Elektronische Sprachsignalverarbeitung; 23 (Cottbus) : 2012.08.29-31

Hartmann, Kim;  Siegert, Ingo;  Glüge, Stefan;  Wendemuth, Andreas;  Kotzyba, Michael;  Deml, Barbara 

Describing human emotions through mathematical modelling
In: Preprints MATHMOD 2012 Vienna : abstract volume. - Vienna : ARGESIM, ARGE Simulation News, Vienna Univ. of Technology, insges. 6 S. - (ARGESIM report; 38)

Publikationslink   

Glüge, Stefan;  Böck, Ronald;  Wendemuth, Andreas 

Extension of backpropagation through time for segmented-memory recurrent neural networks
In: Proceedings of the 4th International Joint Conference on Computational Intelligence : Barcelona, Spain, 5 - 7 October 2012. - [S.l.] : SciTePress, S. 451-456 ; Kongress: IJCCI; 4 (Barcelona, Spain) : 2012.10.05-07

Prylipko, Dmytro;  Schuller, Björn;  Wendemuth, Andreas 

Fine-tuning HMMS for nonverbal vocalizations in spontaneous speech - a multicorpus perspective
In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012 : 25 - 30 March 2012, Kyoto, Japan ; proceedings. - Piscataway, NJ : IEEE, S. 4625-4628

Publikationslink   

Böck, Ronald;  Glüge, Stefan;  Wendemuth, Andreas;  Limbrecht, Kerstin;  Walter, Steffen;  Hrabal, David;  Traue, Harald C. 

Intraindividual and interindividual multimodal emotion analyses in human-machine-interaction
In: 2012 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA 2012) : New Orleans, Louisiana, USA, 6 - 8 March 2012. - Piscataway, NJ : IEEE, S. 59-64

Publikationslink   

Siegert, Ingo;  Böck, Ronald;  Philippou-Hübner, David;  Wendemuth, Andreas 

Investigation of hierarchical classification for simultaneous gender and age recognition
In: Elektronische Sprachsignalverarbeitung 2012 : Tagungsband der 23. Konferenz, Cottbus, 29. - 31. August 2012. - Dresden : TUDpress, S. 58 - (Studientexte zur Sprachkommunikation; 64) ; Kongress: Konferenz Elektronische Sprachsignalverarbeitung; 23 (Cottbus) : 2012.08.29-31

Prylipko, Dmytro;  Vlasenko, Bogdan;  Stolcke, Andreas;  Wendemuth, Andreas 

Language modeling of nonverbal vocalizations in spontaneous speech
In: Text, speech and dialogue : 15th international conference, TSD 2012, Brno, Czech Republic, September 3 - 7, 2012 ; proceedings. - Berlin [u.a.] : Springer, S. 488-495 - (Lecture notes in computer science; 7499)

Publikationslink   

Siegert, Ingo;  Böck, Ronald;  Wendemuth, Andreas 

Modeling users' mood state to improve human-machine-interaction
In: Cognitive behavioural systems : COST 2102 International Training School, Dresden, Germany, February 21 - 26, 2011 ; revised selected papers. - Berlin [u.a.] : Springer, S. 273-279, 2012 - (Lecture Notes in Computer Science; 7403)

Publikationslink   

Panning, Axel;  Siegert, Ingo;  Al-Hamadi, Ayoub;  Wendemuth, Andreas;  Rösner, Dietmar;  Frommer, Jörg;  Krell, Gerald;  Michaelis, Bernd 

Multimodal affect recognition in spontaneous HCI environment
In: 2012 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC 2012) : Hong Kong, China, 12-15 August 2012 ; proceedings. - Piscataway, NJ : IEEE, insges. 6 S. ; Kongress: ICSPCC; (Hong Kong) : 2012.08.12-15

Siegert, Ingo;  Böck, Ronald;  Wendemuth, Andreas 

The Influence of Context Knowledge for Multimodal Annotation
In: Joint proceedings of the IVA 2012 workshops: Santa Cruz, California, September 15, 2012 - Magdeburg: Univ., S. 25-31 ; Kongress: IVA 12 (Santa Cruz, Calif. : 2012.09.12-15

Frommer, Jörg;  Michaelis, Bernd;  Rösner, Dietmar;  Wendemuth, Andreas;  Friesen, Rafael;  Haase, Matthias;  Kunze, Manuela;  Andrich, Rico;  Lange, Julia;  Panning, Axel;  Siegert, Ingo 

Towards emotion and affect detection in the multimodal LAST MINUTE corpus
In: Proceedings of the 8th International Conference on Language Resources and Evaluation : May 23-25, 2012. - ELRA, S. 3064-3069 ; Kongress: LREC 2010; 8 (Istanbul, Turkey) : 2012.05.23-25

Vlasenko, Bogdan;  Prylipko, Dmytro;  Wendemuth, Andreas 

Towards robust spontaneous speech recognition with emotional speech adapted acoustic models
In: KI 2012: Poster and Demo Track : 35th German Conference on Artifical Intelligence, Saarbrücken, Germany, September 24-27, 2012. - Saarbrücken, S. 103-107

Publikationslink   

2011

Abstrakt
Siegert, Ingo;  Böck, Ronald;  Wendemuth, Andreas 

Incorporation of a mood-model to improve user-disposition prediction from emotion recognition
In: Program and abstracts of the COST 2102 Final Conference : held in conjunction with the 4th COST 2102 International Training School on Cognitive Behavioural Systems ; February 21 - 25, 2011, Dresden, Germany. - Dresden : Techn. Univ., Inst. für Akustik und Sprachkommunikation, S. 34 ; [Kongress: COST 2102 Final Conference, Dresden, Germany, February 21 - 25, 2011]

Buchbeitrag
Böck, Ronald;  Siegert, Ingo;  Vlasenko, Bogdan;  Wendemuth, Andreas;  Haase, Matthias;  Lange, Julia 

A processing tool for emotionally coloured speech
In: 2011 IEEE International Conference on Multimedia and Expo : ICME 2011 ; electronic proceedings. - Piscataway, NJ : IEEE; 2011, paper 895, insgesamt 1 S. ; Kongress: ICME; (Barcelona, Spain) : 2011.07.11-15[Beitrag auf USB-Stick]

Siegert, Ingo;  Böck, Ronald;  Philippou-Hübner, David;  Vlasenko, Bogdan;  Wendemuth, Andreas 

Appropriate emotional labelling of non-acted speech using basic emotions, geneva emotion wheel and self assessment manikins
In: 2011 IEEE International Conference on Multimedia and Expo : ICME 2011 ; electronic proceedings. - Piscataway, NJ : IEEE; 2011, paper 419, insgesamt 6 S. ; Kongress: ICME; (Barcelona, Spain) : 2011.07.11-15[Beitrag auf USB-Stick]

Heuer, Michael;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Wendemuth, Andreas 

Multi-modal fusion with particle filter for speaker localization and tracking
In: 2011 International Conference on Multimedia Technology ; Vol. 7. - Piscataway, NJ : IEEE, S. 6450-6453 ; Kongress: ICMT; (Hangzhou, China) : 2011.07.26-28

Glüge, Stefan;  Böck, Ronald;  Wendemuth, Andreas 

Segmented-memory recurrent neural networks versus Hidden Markov Models in emotion recognition from speech
In: IC3K 2011 : 3rd International Joint Conference on Knowledge, Knowledge Engineering and Knowledge Management, Paris, France, 26 - 29 October, 2011. - Paris, S. 308-315

Vlasenko, Bogdan;  Philippou-Hübner, David;  Prylipko, Dmytro;  Böck, Ronald;  Siegert, Ingo;  Wendemuth, Andreas 

Vowels formants analysis allows straightforward detection of high arousal emotions
In: 2011 IEEE International Conference on Multimedia and Expo : ICME 2011 ; electronic proceedings. - Piscataway, NJ : IEEE; 2011, paper 631, insgesamt 6 S. ; Kongress: ICME; (Barcelona, Spain) : 2011.07.11-15[Beitrag auf USB-Stick]

Böck, Ronald;  Siegert, Ingo;  Haase, Matthias;  Lange, Julia;  Wendemuth, Andreas 

ikannotate - a tool for labelling, transcription, and annotation of emotionally coloured speech
In: Affective computing and intelligent interaction ; Pt. 1. - Heidelberg [u.a.] : Springer, S. 25-34, 2011 - (Lecture notes in computer science; 6974) ; Kongress: ACII; 4 (Memphis, TN) : 2011.10.09-12

Dissertation
Vlasenko, Bogdan;  Wendemuth, Andreas [Gutachter];  Rösner, Dietmar [Gutachter] 

Emotion recognition within spoken dialog systems
In: Magdeburg, Univ., Fak. für Elektrotechnik und Informationstechnik, Diss., 2011; XXVII, 179 S.: Ill., graph. Darst.

Scheibner, Philipp;  Wendemuth, Andreas [Gutachter] 

Ökonomische Objektivierung von elektromechanischen Funktionsgeräuschen
In: Zugl.: Magdeburg, Univ., Fak. für Elektrotechnik und Informationstechnik., Diss., 2011; Berlin: Logos-Verl., 2012; X, 138 S.: Ill., graph. Darst., Tab., ISBN 9783832530693

Originalartikel in begutachteter zeitschriftenartiger Reihe
Glüge, Stefan;  Hamid, Oussama H.;  Braun, Jochen;  Wendemuth, Andreas 

A Markov model of conditional associative learning in a cognitive behavioural scenario
In: Foundations on natural and artificial computation - Heidelberg [u.a.]: Springer, S. 10-19, 2011 - (Lecture notes in computer science; 6686); http://dx.doi.org/10.1007/978-3-642-21344-1_2 ; Kongress: IWINAC 4 (La Palma : 2011.05.30-06.03

Vlasenko, Bogdan;  Prylipko, Dmytro;  Philippou-Hübner, David;  Wendemuth, Andreas 

Vowels formants analysis allows straightforward detection of high arousal acted and spontaneous emotions
In: Proceedings of the 11th Annual Conference of the International Speech Communication Association, (Interspeech 2010) : 26 - 30 September, 2010, Makuhari, Chiba, Japan. - ISCA, S. 1577-1580, 2011 ; Kongress: Interspeech 2010; 11 (Makuhari, Chiba, Japan) : 2010.09.26-30

Prylipko, Dmytro;  Schnelle-Walka, Dirk;  Lord, Spencer;  Wendemuth, Andreas 

Zanzibar OpenIVR - an open-source framework for development of spoken dialog systems
In: Text, speech and dialogue : 14th international conference, TSD 2011, Pilsen, Czech Republic, September 1-5, 2011 ; proceedings. - Heidelberg [u.a.] : Springer, S. 372-379 - (Lecture notes in computer science; 6836) ; Kongress: TSD; 14 (Pilsen) : 2011.09.01-05

2010

Artikel in Kongressband
Vlasenko, Bogdan;  Böck, Ronald;  Wendemuth, Andreas 

Modeling affected user behavior during human-machine interaction
In: Proceedings of the 5th International Conference Speech prosody 2010 . - Chicago, insges. 4 S. ; Kongress: International Conference on Speech Prosody; 5 (Chicago, Ill.) : 2010.05.11-14

Buchbeitrag
Grosser, Tobias;  Elsafadi, Aoys;  Hübner, David;  Böck, Ronald;  Wendemuth, Andreas 

Adaptive beamforming in speaker diarization
In: Proceedings // Third Berlin Beamforming Conference . - Berlin, ISBN 978-3-00-030027-1, insges. 9 S., 2010

Böck, Ronald;  Hübner, David;  Wendemuth, Andreas 

Determining optimal signal features and parameters for HMM-based emotion classification
In: 15th IEEE Mediterranian Electromechanical Conference . - IEEE, ISBN 978-1-424-45794-6, S. 1586-1590, 2010 ; Kongress: Melecon 2010; 15 (Valletta, Malta) : 2010.04.25-28

Glüge, Stefan;  Böck, Ronald;  Wendemuth, Andreas 

Implicit sequence learning - a case study with a 4-2-4 encoder simple recurrent network
In: IJCCI 2010 . - Setúbal : SciTePress, S. 279-288 ; Kongress: ICNC 2010; (Valencia, Spain) ; 2010.10.24-26

Originalartikel in begutachteter internationaler Zeitschrift
Glüge, Stefan;  Hamid, Oussama H.;  Wendemuth, Andreas 

A simple recurrent network for implicit learning of temporal sequences
In: Cognitive Computation . - New York, NY : Springer, insges. 7 S.; Abstract unter URL: http://dx.doi.org/10.1007/s12559-010-9066-z, 2010

Glüge, Stefan;  Hamid, Oussama H.;  Wendemuth, Andreas 

A simple recurrent network for implicit learning of temporal sequences
In: Cognitive computation . - New York, N.Y. : Springer, Bd. 2.2010, 4, S. 265-271

Publikationslink   

Schuller, Björn;  Vlasenko, Bogdan;  Eyben, Florian;  Wöllmer, Martin;  Stuhlsatz, André;  Wendemuth, Andreas;  Rigoll, Gerhard 

Cross-corpus acoustic emotion recognition - variances and strategies
In: Institute of Electrical and Electronics Engineers : IEEE transactions on affective computing . - New York, NY : IEEE, Abstract unter URL: http://doi.ieeecomputersociety.org/10.1109/T-AFFC.2010.8

Hamid, Oussama H.;  Wendemuth, Andreas;  Braun, Jochen 

Temporal context and conditional associative learning
In: BMC neuroscience . - London : BioMed Central, Bd. 11.2010, insges. 15 S.; Abstract unter URL: http://dx.doi.org/10.1186/1471-2202-11-45

Originalartikel in begutachteter nationaler Zeitschrift
Biundo, Susanne;  Wendemuth, Andreas 

Von kognitiven technischen Systemen zu Companion-Systemen
In: Künstliche Intelligenz . - Berlin : Springer, insges. 5 S.; Abstract unter URL: http://dx.doi.org/10.1007/s13218-010-0056-9, 2010

Originalartikel in begutachteter zeitschriftenartiger Reihe
Hübner, David;  Vlasenko, Bogdan;  Grosser, Tobias;  Wendemuth, Andreas 

Determining optimal features for emotion recognition from speech by applying an evolutionary algorithm
In: Proceedings of the 11th Annual Conference of the International Speech Communication Association, (Interspeech 2010) . - ISCA, S. 2358-2361 ; Kongress: Interspeech 2010; 11 (Makuhari, Chiba, Japan) : 2010.09.26-30

2009

Artikel in Kongressband
Scheibner, Philipp;  Wendemuth, Andreas 

Approach to a design of experiments for sound quality evaluations of car interior adjusting noises
In: SAE 2009 Noise and Vibration Conference and Exhibition . - Warrendale, Pa. : SAE International, insges. 6 S. ; Kongress: SAE Noise and Vibration Conference and Exhibition; (St. Charles, Ill.) : 2009.05.19-21 ; [SAE technical paper 2009-01-2184]

Buchbeitrag
Schuller, Björn;  Vlasenko, Bogdan;  Eyben, Florian;  Rigoll, Gerhard;  Wendemuth, Andreas 

Acoustic emotion recognition: a benchmark comparison of performances
In: 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, ASRU 2009 . - Piscataway, NJ : IEEE, ISBN 978-1-424-45479-2, S. 552-558 ; Kongress: ASRU 2009; (Merano) : 2009.12.13-17

Hübner, David;  Böck, Ronald;  Wendemuth, Andreas 

Application of HMMs for the recognition of emotional sequences in the valence-arousal space
In: Elektronische Sprachsignalverarbeitung 2009; Bd. 1: Tagungsband der 20. Konferenz, Dresden, 21. bis 23. September 2009 . - Dresden : TUDpress, ISBN 978-3-941298-31-6, S. 200-206; Studientexte zur Sprachkommunikation; 53 ; Kongress: ESSV; 20 (Dresden) : 2009.09.21-23

Böck, Ronald;  Hübner, David;  Wendemuth, Andreas 

On the influences of feature extration in single emotion recognition in naive vs. acted speech
In: Elektronische Sprachsignalverarbeitung 2009; Bd. 1: Tagungsband der 20. Konferenz, Dresden, 21. bis 23. September 2009 . - Dresden : TUDpress, ISBN 978-3-941298-31-6, S. 207-214; Studientexte zur Sprachkommunikation; 53 ; Kongress: ESSV; 20 (Dresden) : 2009.09.21-23

Scheibner, Philipp;  Zeitler, Alfred;  Wendemuth, Andreas 

Sound quality evaluation of power seat adjusters
In: NAG DAGA <2009, Rotterdam> : Proceedings // NAG/DAGA 2009 . - [Berlin] : DEGA [u.a.], ISBN 978-3-9808659-6-8, S. 1547-1549 ; Kongress: NAG/DAGA; (Rotterdam) : 2009.03.23-26

Originalartikel in begutachteter zeitschriftenartiger Reihe
Grosser, Tobias;  Hellwich, Olaf;  Wendemuth, Andreas 

Analysis of merge criteria within a watershed based segmentation algorithm
In: 2nd International Conference on Adaptive Science &amp;amp;amp;amp;amp;amp; Technology, ICAST 2009 . - IEEE, ISBN 978-1-424-43523-4, S. 250-256 ; Kongress: ICAST; 2 (Ghana) : 2009.12.14-16

Vlasenko, Bogdan;  Wendemuth, Andreas 

Processing affected speech within human machine interaction
In: Proceedings of Interspeech 2009 . - ISCA, S. 2039-2042 ; Kongress: Interspeech 2009; 10 (Brighton, UK) : 2009.09.06-10

2008

Artikel in Kongressband
Stuhlsatz, André;  Meier, Hans-Günter;  Wendemuth, Andreas 

Making the Lipschitz classifier practical via semi-infinite programming
In: 2008 International Conference on Machine Learning and Applications . - Piscataway, NJ : IEEE, ISBN 978-1-424-44061-0, S. 40-47 ; Kongress: ICMLA; 7 (San Diego, Calif.) : 2008.12.11-13

Tadesse Mengistu, Kinfe;  Hannemann, Mirko;  Baum, Tobias;  Wendemuth, Andreas 

Using prior domain knowledge to build robust HMM-based semantic tagger trained on completely unannotated data
In: Proceedings of the Workshop on Prior Knowledge for Text and Language Processing. - Helsinki, S. 31-36, 2008 ; Kongress: Workshop on Prior Knowledge for Text and Language Processing; (Helsinki) : 2008.07.09

Buchbeitrag
Stuhlsatz, André;  Meier, Hans-Günter;  Wendemuth, Andreas 

A dual formulation to the Lipschitz Classifier
In: Proceedings of the Workshop on Emotion-, Speech- and Face Recognition with Advanced Classifiers. - Magdeburg : Univ., S. 1-6, 2008 ; Kongress: Workshop on Emotion-, Speech- and Face Recognition with Advanced Classifiers; 3 (Düsseldorf, Germany) : 2008.05.16-17

Schuller, Björn;  Vlasenko, Bogdan;  Arsic, Dejan;  Rigoll, Gerhard;  Wendemuth, Andreas 

Combining speech recognition and acoustic word emotion models for robust text-independent emotion recognition
In: 2008 IEEE International Conference on Multimedia and Expo, ICME 2008 . - Piscataway, NJ : IEEE Service Center, ISBN 978-1-424-42571-6, S. 1333-13337 ; Kongress: ICME 2008; (Hannover) : 2008.06.23-26

Hübner, David;  Grosser, Tobias;  Wendemuth, Andreas 

Dynamic Bayesian Networks and Hidden Markov Models for modeling situations
In: Proceedings of the Workshop on Emotion-, Speech- and Face Recognition with Advanced Classifiers. - Magdeburg : Univ., S. 23-28, 2008 ; Kongress: Workshop on Emotion-, Speech- and Face Recognition with Advanced Classifiers; 3 (Düsseldorf, Germany) : 2008.05.16-17

Böck, Ronald;  Wendemuth, Andreas 

Emotional speech in robot controlling
In: Proceedings of the Workshop on Emotion-, Speech- and Face Recognition with Advanced Classifiers. - Magdeburg : Univ., S. 29-37, 2008 ; Kongress: Workshop on Emotion-, Speech- and Face Recognition with Advanced Classifiers; 3 (Düsseldorf, Germany) : 2008.05.16-17

Mengistu, Kinfe Tadesse;  Hannemann, Mirko;  Baum, Tobias;  Wendemuth, Andreas 

Hierarchical HMM-based semantic concept labeling model
In: 2008 IEEE Workshop on Spoken Language Technology . - Piscataway, N.J : IEEE Service Center, ISBN 978-1-424-43472-5, S. 57-60 ; Kongress: IEEE Workshop on Spoken Language Technology; (Goa, India) : 2008.12.15-18

Scheibner, Philipp;  Wendemuth, Andreas 

Methods for the reduction of complexity of subjective attributes in the field of sound quality evaluations
In: Proceedings of the Workshop on Emotion-, Speech- and Face Recognition with Advanced Classifiers. - Magdeburg : Univ., S. 49-55, 2008 ; Kongress: Workshop on Emotion-, Speech- and Face Recognition with Advanced Classifiers; 3 (Düsseldorf, Germany) : 2008.05.16-17

Wendemuth, Andreas;  Glüge, Stefan;  Hamid, Oussama 

Neurobiologically inspired companion systems
In: Proceedings of the Workshop on Emotion-, Speech- and Face Recognition with Advanced Classifiers. - Magdeburg : Univ., S. 57-66, 2008 ; Kongress: Workshop on Emotion-, Speech- and Face Recognition with Advanced Classifiers; 3 (Düsseldorf, Germany) : 2008.05.16-17

Vlasenko, Bogdan;  Wendemuth, Andreas 

Role of phonetic content variation for acoustic emotion recognition
In: Proceedings of the Workshop on Emotion-, Speech- and Face Recognition with Advanced Classifiers. - Magdeburg : Univ., S. 67-72, 2008 ; Kongress: Workshop on Emotion-, Speech- and Face Recognition with Advanced Classifiers; 3 (Düsseldorf, Germany) : 2008.05.16-17

Grosser, Tobias;  Böck, Ronald;  Hübner, David;  Wendemuth, Andreas 

Survey of state-of-the-art speech recognition technology
In: Proceedings of the Workshop on Emotion-, Speech- and Face Recognition with Advanced Classifiers. - Magdeburg : Univ., S. 73-78, 2008 ; Kongress: Workshop on Emotion-, Speech- and Face Recognition with Advanced Classifiers; 3 (Düsseldorf, Germany) : 2008.05.16-17

Mengistu, Kinfe Tadesse;  Wendemuth, Andreas 

Towards user group dependent acoustic models
In: Elektronische Sprachsignalverarbeitung . - Dresden : TUDpress, ISBN 978-3-940046-90-1, S. 64-71; Studientexte zur Sprachkommunikation; 50, 2008

Mengistu, Kinfe T.;  Hannemann, Mirko;  Wendemuth, Andreas 

Using more context in HMM-based semantic tagging model
In: Proceedings of the Workshop on Emotion-, Speech- and Face Recognition with Advanced Classifiers. - Magdeburg : Univ., S. 79-86, 2008 ; Kongress: Workshop on Emotion-, Speech- and Face Recognition with Advanced Classifiers; 3 (Düsseldorf, Germany) : 2008.05.16-17

Herausgeberschaft
Wendemuth, Andreas;  Meier, Hans-Günter 

Proceedings of the Workshop on Emotion-, Speech- and Face Recognition with Advanced Classifiers - Düsseldorf, Germany, May 16 - 17, 2008 ; 3rd joined research workshop between Otto-von-Guericke University Magdeburg and the University of Applied Sciences FH Düsseldorf
In: Magdeburg: Univ., 2008; 86 S.: Ill., graph. Darst., ISBN 978-3-940961-24-2 ; Kongress: Workshop on Emotion-, Speech- and Face Recognition with Advanced Classifiers; 3 (Düsseldorf) : 2008.05.16-17 ; Joined Research Workshop; 3 (Düsseldorf) : 2008.05.16-17 ; [Literaturangaben]

Originalartikel in begutachteter zeitschriftenartiger Reihe
Mengistu, Kinfe Tadesse;  Wendemuth, Andreas 

Accent and channel adaptation for use in a telephone-based spoken dialog system
In: Text, speech and dialogue . - Berlin [u.a.] : Springer, ISBN 3-540-87390-2, S. 403-410; Lecture notes in computer science; 5246, 2008 ; Kongress: TSD; 11 (Brno) : 2008.09.08-12

Vlasenko, Bogdan;  Schuller, Björn;  Mengistu, Kinfe Tadesse;  Rigoll, Gerhard;  Wendemuth, Andreas 

Balancing spoken content adaptation and unit length in the recognition of emotion and interest
In: Proceedings of Interspeech 2008 incorporating SST 2008 . - Rundle Mall : Causal Productions, S. 805-808 ; Kongress: INTERSPEECH 2008; 9 (Brisbane, Australia) : 2008.09.22-26 ; SST 2008; 12 (Brisbane, Australia) : 2008.09.22-26

Wendemuth, Andreas;  Braun, Jochen;  Michaelis, Bernd;  Ohl, Frank;  Rösner, Dietmar;  Scheich, Henning;  Warnemünde, Ralf 

Neurobiologically inspired, multimodal intention recognition for technical communication systems (NIMITEK)
In: Perception in multimodal dialogue systems . - Berlin [u.a.] : Springer, ISBN 3-540-69368-8, S. 141-145; Lecture notes in computer science; 5078, 2008 ; Kongress: PIT; 4 (Kloster Irsee) : 2008.06.16-18

Vlasenko, Bogdan;  Schuller, Björn;  Wendemuth, Andreas;  Rigoll, Gerhard 

On the influence of phonetic content variation for acoustic emotion recognition
In: Perception in multimodal dialogue systems . - Berlin [u.a.] : Springer, ISBN 3-540-69368-8, S. 217-221; Lecture notes in computer science; 5078, 2008 ; Kongress: PIT; 4 (Kloster Irsee) : 2008.06.16-18

2007

Artikel in Kongressband
Wendemuth, Andreas 

Dynamics of temporal difference learning
In: Twentieth International Joint Conference on Artificial Intelligence, IJCAI-07 . - IJCAI, insges. 6 S., 2007 ; Kongress: IJCAI; 19 (Hyderabad, India) : 2007.01.06-12

Andeli´c, Edin;  Schafföner, Martin;  Katz, Marcel;  Krüger, Sven E.;  Wendemuth, Andreas 

Updates for nonlinear discriminants
In: Twentieth International Joint Conference on Artificial Intelligence, IJCAI-07 . - IJCAI, insges. 6 S., 2007 ; Kongress: IJCAI; 19 (Hyderabad, India) : 2007.01.06-12

Buchbeitrag
Tadesse Mengistu, Kinfe;  Katz, Marcel;  Wendemuth, Andreas 

Acoustic modeling for a speaker-independent telephone-based spoken dialog system
In: XII International Conference SPECOM 2006 . - Moscow, S. 469-474, 2007 ; Kongress: SPECOM 2007; 12 (Moscow) : 2007.10.15-18 ; International Conference Speech and Computer; 12 (Moscow) : 2007.10.15-18

Vlasenko, Bogdan;  Schuller, Björn;  Wendemuth, Andreas;  Rigoll, Gerhard 

Combining frame and turn-level information for robust recognition of emotions within speech
In: Eighth Annual Conference of the International Speech Communication Association . - ISCA, S. 2249-2253, 2007 ; Kongress: Annual Conference of the International Speech Communication Association; 8 (Antwerp, Belgium) : 2007.08.27-31

Schuller, Björn;  Vlasenko, Bogdan;  Minguez, Ricardo;  Rigoll, Gerhard;  Wendemuth, Andreas 

Comparing one and two-stage acoustic modeling in the recognition of emotion in speech
In: 2007 IEEE Workshop on Automatic Speech Recognition and Understanding . - Piscataway, NJ : IEEE Operations Center, ISBN 978-1-424-41746-9, S. 596-600 ; Kongress: ASRU 2007; (Kyoto, Japan) : 2007.12.09-13

Katz, Marcel;  Schafföner, Martin;  Andeli´c, Edin;  Krüger, Sven E.;  Wendemuth, Andreas 

Discriminative Kernel classifiers in speaker recognition
In: Fortschritte der Akustik . - Berlin : Dt. Ges. für Akustik, ISBN 978-3-9808659-3-7, insges. 2 S., 2007 ; Kongress: DAGA; 33 (Stuttgart) : 2007.03.19-22 ; Jahrestagung für Akustik;

Tadesse Mengistu, Kinfe;  Schafföner, Martin;  Wendemuth, Andreas 

Gender recognition and Gender-based acoustic model adaptation for telephone-based spoken dialog system
In: Elektronische Sprachsignalverarbeitung . - Dresden, ISBN 978-3-940046-40-6, insges. 8 S., 2007 ; Kongress: Konferenz \"ESSV 2007\"; 18 (Cottbus) : 2007.09.10-12

Schafföner, Martin;  Andeli´c, Edin;  Katz, Marcel;  Krüger, Sven E.;  Wendemuth, Andreas 

Memory-efficient orthogonal least squares kernel density estimation using enhanced empirical cumulative distribution functions
In: Proceedings of the eleventh International Conference on Artificial Intelligence and Statistics . - omnipress, ISBN 0-9727358-2-8, insges. 8 S., 2007 ; Kongress: International Conference on Artificial Intelligence and Statistics; 11 (San Juan) : 2007.03.21-24

Katz, Marcel;  Schafföner, Martin;  Krüger, Sven E.;  Wendemuth, Andreas 

Score calibrating for speaker recognition based on support vector machines and gaussian mixture models
In: Proceedings of the Ninth IASTED International Conference on Signal and Image Processing . - Iasted, ISBN 978-0-88986-676-8, insges. 6 S., 2007 ; Kongress: SIP; (Honolulu, Hawaii) : 2007.08.20-22

Krüger, Sven E.;  Schafföner, Martin;  Katz, Marcel;  Andeli´c, Edin;  Wendemuth, Andreas 

Support vector machines as acoustic models in speech recognition
In: Fortschritte der Akustik . - Berlin : Dt. Ges. für Akustik, ISBN 978-3-9808659-3-7, insges. 2 S., 2007 ; Kongress: DAGA; 33 (Stuttgart) : 2007.03.19-22 ; Jahrestagung für Akustik;

Tadesse Mengistu, Kinfe;  Wendemuth, Andreas 

Telephone-based spoken dialog system using HTK-based speech recognizer and voiceXML
In: Fortschritte der Akustik . - Berlin : Dt. Ges. für Akustik, ISBN 978-3-9808659-3-7, insges. 1 S., 2007 ; Kongress: DAGA; 33 (Stuttgart) : 2007.03.19-22 ; Jahrestagung für Akustik;

Vlasenko, Bogdan;  Wendemuth, Andreas 

Tuning Hidden Markov model for speech emotion recognition
In: Fortschritte der Akustik . - Berlin : Dt. Ges. für Akustik, ISBN 978-3-9808659-3-7, insges. 1 S., 2007 ; Kongress: DAGA; 33 (Stuttgart) : 2007.03.19-22 ; Jahrestagung für Akustik;

Originalartikel in begutachteter zeitschriftenartiger Reihe
Vlasenko, Bogdan;  Schuller, Björn;  Wendemuth, Andreas;  Rigoll, Gerhard 

Frame vs. turn-level - emotion recognition from speech considering static and dynamic processing
In: Affective computing and intelligent interaction . - Berlin [u.a.] : Springer, ISBN 3-540-74888-1, insges. 10 S.; Lecture notes in computer science; 4738, 2007 ; Kongress: ACII; 2 (Lisbon) : 2007.09.12-14 ; International Conference on Affective Computing and Intelligent Interaction; 2 (Lisbon) : 2007.09.12-14

Stuhlsatz, André;  Meier, Hans-Günter;  Wendemuth, Andreas 

Maximum margin classification on Convex euclidean metric spaces
In: Computer recognition systems; 2: . - Berlin [u.a.] : Springer, ISBN 978-3-540-75174-8, insges. 8 S.; Advances in soft computing; 45, 2007

2006

Artikel in Kongressband
Stuhlsatz, A.;  Meyer, H.-G.;  Katz, Marcel;  Krüger, Sven E.;  Wendemuth, Andreas 

Support vector machines for postprocessing of speech recongnition hypotheses
In: International Conference on Telecommunications &amp;amp;amp;amp;amp;amp; Multimedia, TEMU 2006 . - Heraklion, insges. 11 S. ; Kongress: TEMU; (Heraklion, Greece) : 2006.07.05-07

Buchbeitrag
Andeli´c, Edin;  Schafföner, Martin;  Katz, Marcel;  Krüger, Sven E.;  Wendemuth, Andreas 

A hybrid HMM-based speech recognizer using Kernel-based discriminants as acoustic models
In: International Conference on Pattern Recognition <18, 2006, Hong Kong>: Proceedings // ICPR 2006, 18th International Conference on Pattern Recognition, August 20 - 24, 2006, Hong Kong . - Los Alamitos, Calif. [u.a.] : IEEE Computer Society, insges. 4 S. ; Kongress: International Conference on Pattern Recognition; 18 (Hong Kong) : 2006.08.20-24 ; ICPR; 18 (Hong Kong) : 2006.08.20-24

Wendemuth, Andreas;  Starruß, Thomas 

Methods for assessing speech intelligibility and quality in cars
In: Fortschritte der Akustik . - Berlin : Dt. Ges. für Akustik, ISBN 3-9808659-2-4, S. 106-107, 2006 ; Kongress: DAGA \'06; 32 (Braunschweig) : 2006.03.20-23 ; Jahrestagung für Akustik; 32 (Braunschweig) : 2006.03.20-23

Krüger, Sven E.;  Schafföner, Martin;  Katz, Marcel;  Andeli´c, Edin;  Wendemuth, Andreas 

Mixture of support vector machines for HMM based speech recognition
In: International Conference on Pattern Recognition <18, 2006, Hong Kong>: Proceedings // ICPR 2006, 18th International Conference on Pattern Recognition, August 20 - 24, 2006, Hong Kong . - Los Alamitos, Calif. [u.a.] : IEEE Computer Society, insges. 4 S. ; Kongress: International Conference on Pattern Recognition; 18 (Hong Kong) : 2006.08.20-24 ; ICPR; 18 (Hong Kong) : 2006.08.20-24

Katz, Marcel;  Schafföner, Martin;  Andeli´c, Edin;  Krüger, Sven E.;  Wendemuth, Andreas 

Sparse Kernel logistic regression using incremental feature selection for text-independent speaker identification
In: 2006 IEEE Odyssey - the Speaker and Language Recognition Workshop . - Piscataway, NJ : IEEE Service Center, ISBN 1-424-40472-X, insges. 6 S. ; Kongress: IEEE Odyssey - the Speaker and Language Recognition Workshop; (San Juan, PR) : 2006.06.28-30

Originalartikel in begutachteter internationaler Zeitschrift
Andeli´c, Edin;  Schafföner, Martin;  Katz, Marcel;  Krüger, Sven E.;  Wendemuth, Andreas 

Kernel least squares models using updates of the pseudoinverse
In: Neural computation . - Cambridge, Mass. : MIT Press, Bd. 18.2006, S. 2928-2935; Abstract unter URL: http://neco.mitpress.org/cgi/content/abstract/18/12/2928?maxtoshow=&amp;amp;amp;amp;amp;amp;HITS=10&amp;amp;amp;amp;amp;amp;hits=10&amp;amp;amp;amp;amp;amp;RESULTFORMAT=&amp;amp;amp;amp;amp;amp;searchid=1&amp;amp;amp;amp;amp;amp;FIRSTINDEX=0&amp;amp;amp;amp;amp;amp;sortspec=relevance&amp;amp;amp;amp;amp;amp;volume=18&amp;amp;amp;amp;amp;amp;firstpage=2928&amp;amp;amp;amp;amp;amp;resourcetype=HWCIT

Originalartikel in begutachteter nationaler Zeitschrift
Wendemuth, Andreas 

Computer hört aufs Wort
In: Magdeburger Wissenschaftsjournal . - Magdeburg : Univ., Bd. 11.2006, 1/2, S. 3-12

Originalartikel in begutachteter zeitschriftenartiger Reihe
Schafföner, Martin;  Krüger, Sven E.;  Andeli´c, Edin;  Katz, Marcel;  Wendemuth, Andreas 

Limited training data robust speech recognition using Kernel-based acoustic models
In: ICASSP <2006, Toulouse> : 2006 IEEE International Conference on Acoustics, Speech and Signal Processing, 2006, ICASSP 2006 . - Piscataway, NJ : IEEE Operations Center, ISBN 1-424-40469-X, insges. 4 S.; Abstract unter URL: http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?isnumber=34757&amp;amp;amp;amp;amp;amp;arnumber=1660226&amp;amp;amp;amp;amp;amp;count=320&amp;amp;amp;amp;amp;amp;index=291 ; Kongress: IEEE International Conference on Acoustics, Speech, and Signal Processing; (Toulouse) : 2006.05.14-19 ; ICASSP 2006; (Toulouse) : 2006.05.14-19 ; [ICASSP 2006]

Katz, Marcel;  Krüger, Sven E.;  Schafföner, Martin;  Andeli´c, Edin;  Wendemuth, Andreas 

Speaker identification and verification using support vector machines and sparse Kernel logistic regression
In: Advances in machine vision, image processing, and pattern analysis . - Berlin [u.a.] : Springer, ISBN 3-540-37597-X, S. 176-184; Lecture notes in computer science; 4153, 2006 ; Kongress: IWICPAS; (Xi\'an) : 2006.08.26-27 ; International Workshop on Intelligent Computing in Pattern Analysis/Synthesis; (Xi\'an) : 2006.08.26-27 ; [IWICPAS 2006]

2005

Buchbeitrag
Andelic, Edin;  Schaffoener, Martin;  Krueger, Sven E.;  Katz, Marcel;  Wendemuth, Andreas 

Acoustic modelling using Kernel-based discriminants.
In: Kokkinakis, G. (Hrsg.) ; ... (Hrsg.) ; University of Patras (Veranst.): Speech and computer, SPECOM 2005 (10th international conference Patras, Greece 17 - 19 October 2005). - Tagungsband. Vol. 1. Patras : Univ. of Patras Press, 2005, S. 139 -142 (SPECOM 2005)

Schaffoener, Martin;  Andelic, Edin;  Katz, Marcel;  Krueger, Sven E.;  Wendemuth, Andreas 

Kernel Fisher discriminants as acoustic models in HMM-based speech recognition.
In: Kokkinakis, G. (Hrsg.) ; ... (Hrsg.) ; University of Patras (Veranst.): Speech and computer, SPECOM 2005 (10th international conference Patras, Greece 17 - 19 October 2005). - Tagungsband. Vol. 1. Patras : Univ. of Patras Press, 2005, S. 349 - 352 (SPECOM 2005)

Katz, Marcel;  Schaffoener, Martin;  Andelic, Edin;  Krueger, Sven E.;  Wendemuth, Andreas 

Sparse Kernel logistic Regression for phoneme classification.
In: Kokkinakis, G. (Hrsg.) ; ... (Hrsg.) ; University of Patras (Veranst.): Speech and computer, SPECOM 2005 (10th international conference Patras, Greece 17 - 19 October 2005). - Tagungsband. Vol. 2. Patras : Univ. of Patras Press, 2005, S. 523 - 526 (SPECOM 2005)

Krueger, Sven E.;  Schaffoener, Martin;  Katz, Marcel;  Andelic, Edin;  Wendemuth, Andreas 

Using support vector machines in a HMM based speech recognition system.
In: Kokkinakis, G. (Hrsg.) ; ... (Hrsg.) ; University of Patras (Veranst.): Speech and computer, SPECOM 2005 (10th international conference Patras, Greece 17 - 19 October 2005). - Tagungsband. Vol. 1. Patras : Univ. of Patras Press, 2005, S. 329 - 331 (SPECOM 2005)

Originalartikel in begutachteter zeitschriftenartiger Reihe
Krueger, Sven E.;  Schaffoener, Martin;  Katz, Marcel;  Andelic, Edin (ext.);  Wendemuth, Andreas 

Speech recognition with support vector machines in a hybrid systems.
In: International Speech Communication Association (Veranst.): Interspeech 2005 (9th european conference on speech communication and technology Lisboa September 4-8 2005). - proceedings. Bonn : ISCA, 2005, S. 993 - 996, [Elektronische Ressource]

2004

Buchbeitrag
Krueger, Sven E.;  Barth, Sebastian;  Katz, Marcel;  Schaffoener, Martin;  Andelic, Edin;  Wendemuth, Andreas 

Free energy classification at various temperatures for speech recognition.
In: Speech Informatics Group of SPIIRAS (Hrsg.): Speech and computer (9th International conference Saint-Petersburg, Russia 20 - 22 September 2004). - proceedings. Saint- Petersburg : Anatolya, 2004, S. 104 - 107 (SPECOM 2004)

Andelic, Edin;  Schaffoener, Martin;  Krueger, Sven E.;  Katz, Marcel;  Wendemuth, Andreas 

Iterative implementation of the Kernel Fisher discriminant for speech recognition.
In: Speech Informatics Group of SPIIRAS (Hrsg.): Speech and computer (9th International conference Saint-Petersburg, Russia 20 - 22 September 2004). - proceedings. Saint- Petersburg : Anatolya, 2004, S. 99 - 103 (SPECOM 2004)

Katz, Marcel;  Krueger, Sven E.;  Schaffoener, Martin;  Andelic, Edin;  Wendemuth, Andreas 

Kernel methods for discriminant analysis in speech recognition.
In: Speech Informatics Group of SPIIRAS (Hrsg.): Speech and computer (9th International conference Saint-Petersburg, Russia 20 - 22 September 2004). - proceedings. Saint- Petersburg : Anatolya, 2004, S. 95 - 98 (SPECOM 2004)

2003

Buchbeitrag
Stuhlsatz, A. (ext.);  Meier, H.G. (ext.);  Katz, Marcel;  Krueger, Sven E.;  Wendemuth, Andreas 

Classification of speech recognition hypotheses with support vector machines.
In: Wendemuth, Andreas (Hrsg.): Speech processing (Workshop Magdeburg, Germany, September 09, 2003; in connection with the symposium of the German Association for Pattern Recognition [DAGM] 2003). - proceedings. Magdeburg : Univ., 2003, S. 65 - 72

Originalartikel in begutachteter internationaler Zeitschrift
Schaffoener, Martin (ext.);  Katz, Marcel;  Krueger, Sven E.;  Wendemuth, Andreas 

Improved robustness of automatic speech recognition using a new class definition in linear discriminant analysis.
In: Eurospeech // European Speech Communication Association, ESCA [Edinburgh](2003), S. 2841 - 2844

Wendemuth, Andreas 

It's a jungle out there. Pt. 1 : Assessing yourself and the academic job market.
In: Science online : Science\'s next wave [Washington, DC](2003), Nr. 09 May issue, [Elektronische Ressource] Unter URL: http://nextwave.sciencemag.org/cgi/content/full/2003/05/06/1 (Stand vom: 21.01.2004)

Wendemuth, Andreas 

It's a jungle out there. Pt. 2 : Edutrainment : developing more than one leg to stand on.
In: Science online : Science\'s next wave [Washington, DC](2003), Nr. 23 May issue, [Elektronische Ressource] Unter URL: http://nextwave.sciencemag.org/cgi/content/full/2003/05/14/1 (Stand vom: 21.01.2004)

Wendemuth, Andreas 

It's a jungle out there. Pt. 3 : International mobility and how to make it work for you.
In: Science online : Science\'s next wave [Washington, DC](2003), Nr. 06 June issue, [Elektronische Ressource] Unter URL: http://nextwave.sciencemag.org/cgi/content/full/2003/05/20/1 (Stand vom: 21.01.2004)

Originalartikel in begutachteter zeitschriftenartiger Reihe
Wendemuth, Andreas 

Neural networks revisited : a statistical view on optimisation and generalisation.
In: Annals of the Marie Curie Fellowship Association [Brüssel] 2(2003), S. 82 - 89, [Elektronische Ressource] Unter URL: http://www.mariecurie.org/annals/volume2/contents.htm (Stand vom: 21.01.2004)

2002

Artikel in Kongressband
Vidinova, C. (ext.);  Wendemuth, Andreas 

Attracting new jobs to the European labour market and making careers in science and technology more Euro-compatible.
In: Marie Curie Fellowship Association (Veranst.): New science and technology based professions in Europe (Euroscience conference Bischenberg, France, November 6 - 9, 2002). proceedings. Bischenberg, 2002, [Elektronische Ressource] Unter URL: http://www.mariecurie.org/src/meet/bischenberg/ (Stand vom: 21.10.2003)

Vidinova, Christina (ext.);  Wendemuth, Andreas 

Attracting new jobs to the European labour market and making careers in science and technology more Euro-compatible.
In: Euroscience (Veranst.): New science and technology based professions in Europe (Euroscience conference Bischenberg, France November 6-9, 2002). Bischenberg, 2002, S.?

Originalartikel in begutachteter internationaler Zeitschrift
Wendemuth, Andreas 

Neural networks revisted : a statistical view on optimization and generalization.
In: MCFA annals : the Marie Curie Fellowships annals [Brüssel] 2(2002), S.?

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