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Experimentelles Design zur Induktion von Emotionalität in Sprache und Gangverhalten im häuslichen Umfeld
In: 8. Interdisziplinärer Workshop Kognitive Systeme: Verstehen, Beschreiben und Gestalten Kognitiver (Technischer) Systeme - Duisburg: Universität Duisburg-Essen, S. 22-23, 2019

Anticipating the user - acoustic disposition recognition in intelligent interactions
In: Innovations in big data mining and embedded knowledge - Cham, Switzerland: Springer, S. 203-233, 2019 - (Intelligent systems reference library; volume 159)

Toward a self-adapting resource-restricted voice-based classification of naturalistic interaction stages
In: Kognitive Systeme - Duisburg: DuEPublico, 1, S. 1-8, 2018

Using a PCA-based dataset similarity measure to improve cross-corpus emotion recogniton
In: Computer speech and language- London: Academic Press, 1986, insges. 31 S., 2018

Acoustic detection of consecutive stages of spoken interaction based on speaker-group specific features
In: Elektronische Sprachsignalverarbeitung 2018: Tagungsband der 29. Konferenz, Ulm, 7.-9. März 2018 - Dresden: TUDpress, S. 247-254 ; [Konferenz: 29. Elektronische Sprachsignalverarbeitung 2018, Ulm, 7. - 10. März; Literaturverzeichnis: Seite 252-254]

Intention-based anticipatory interactive systems
In: 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - [Piscataway, NJ]: IEEE, S. 2579-2584

International Workshop on Multimodal Analyses Enabling Artificial Agents in Human-Machine Interaction (Workshop Summary)
In: Proceedings of the 20th ACM International Conference on Multimodal Interaction: ICMI\'18 : Boulder, CO, USA, October 16 - 20, 2018 - New York, NY: ACM, S. 666-667

Recognition of emotional speech with convolutional neural networks by means of spectral estimates
In: 2017 Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW): 23-26 Oct. 2017 - [Piscataway, NJ]: IEEE, S. 50-55, 2018

Recognition of human movement patterns during a human-agent interaction
In: Proceedings of the 4th International Workshop on Multimodal Analyses Enabling Artificial Agents in Human-Machine Interaction: MA3HMI 2018 : in conjunction with ICMI 2018, Boulder, Colorado, USA - New York, NY: ACM, S. 33-37

Significance of feature differences in the distinction of mental-load
In: SMC 2018: 2018 IEEE International Conference on Systems, Man, and Cybernetics$d7-10 October 2018, Miyazaki, Japan : proceedings/ IEEE International Conference on Systems, Man, and Cybernetics - Piscataway, NJ: IEEE, S. 2604-2609

The effect of emotional speech on relative speaker discrimination
In: Elektronische Sprachsignalverarbeitung 2018: Tagungsband der 29. Konferenz, Ulm, 7.-9. März 2018 - Dresden: TUDpress, S. 216-223 ; [Konferenz: 29. Elektronische Sprachsignalverarbeitung 2018, Ulm, 7. - 10. März; Literaturverzeichnis: Seite 222-223]

Proceedings of the 4th International Workshop on Multimodal Analyses Enabling Artificial Agents in Human-Machine Interaction - MA3HMI 2018 : in conjunction with ICMI 2018, Boulder, Colorado, USA
In: New York, NY: ACM, 2018, 1 Online-Ressource

Accelerating manual annotation of filled pauses by automatic pre-selection
In: 2017 International Conference on Companion Technology (ICCT): 11-13 Sept. 2017/ International Conference on Companion Technology - [Piscataway, NJ]: IEEE, insges. 6 S.

Comparative study on normalisation in emotion recognition from speech
In: Intelligent Human Computer Interaction: 9th International Conference, IHCI 2017, Evry, France, December 11-13, 2017, Proceedings - Cham: Springer International Publishing, S. 189-201 - (Lecture Notes in Computer Science; 10688)

Emotion recognition from speech
In: Companion technology: a paradigm shift in human-technology interaction - Cham: Springer, S. 409-428, 2017

Emotion recognition from speech using representation learning in extreme learning machines
In: Proceedings of the 9th International Joint Conference on Computational Intelligence. Volume 1: November 1-3, 2017, Funchal, Madeira, Portugal - [Setúbal]: SCITEPRESS - Science and Technology Publications, Lda., S. 179-185

Multimodal affect recognition in the context of human-computer interaction for companion-systems
In: Companion technology: a paradigm shift in human-technology interaction - Cham: Springer, S. 387-408, 2017

Recognition of emotional speech with convolutional neural networks by means of spectral estimates
In: 2017 Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACII) - IEEE, S. 50-55 ; [Konferenz: 7th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACII, San Antonio, Texas, 23. - 26.10.2017]

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]

Vom technischen System und seiner widersprüchlichen Umwelt
In: Von Schildkröten und Lügnern : Paradoxien und Antinomien in den Wissenschaften: Karsten - Münster: mentis, S. 211-223, 2017

"Do you like a cup of coffee?" - the CASIA coffee house corpus
In: Multimodal Corpora: Computer vision and language processing (MMC 2016) - ELRA, S. 13-16

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: Laboratorium Fertigungstechnik, smartASSIST, Helmut Schmidt Universität$, S. 465-474 ; [Kongress: 2. Transdisziplinäre Konferenz \"Technische Unterstützungssysteme, die die Menschen wirklich wollen\", Hamburg, 2016]

Multimodale, dialogische Interaktion in der Industrie - auf dem Weg zur Industrie 5.0
In: 3D SENSATION - transdisziplinäre Perspektiven: innteract conference - Chemnitz: Verlag aw&l Wissenschaft und Praxis, S. 392-401, 2016

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

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

Disposition recognition from spontaneous speech towards a combination with co-speech gestures
In: Multimodal analyses enabling artificial agents in human-machine interaction: second international workshop, MA3HMI 2014, held in conjunction with INTERSPEECH 2014, Singapore, Singapore, September 14, 2014 ; revised selected papers - Cham [u.a.]: Springer, S. 57-66, 2015 - (Lecture Notes in Computer Science; 8757)

ERM4CT 2015: Workshop on Emotion Representations and Modelling for Companion Systems
In: Proceedings of the International Workshop on Emotion Representations and Modelling for Companion Technologies - New York, NY: ACM, S. 1-2, 2015

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

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

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

Recognising emotional evolution from speech
In: Proceedings of the International Workshop on Emotion Representations and Modelling for Companion Technologies - New York, NY: ACM, S. 13-18, 2015

Multimodal analyses enabling artificial agents in human-machine interaction - second international workshop, MA3HMI 2014, held in conjunction with INTERSPEECH 2014, Singapore, Singapore, September 14, 2014 ; revised selected papers
In: Cham [u.a.], Springer, 2015, Online-Ressource (XII, 108 S.) - (Lecture notes in computer science; 8757; Lecture notes in artificial intelligence)

Proceedings of the International Workshop on Emotion Representations and Modelling for Companion Technologies
In: New York, NY: ACM, 2015; Online Ressource (PDF-Datei)

EmoGest: investigating the impact of emotions on spontaneous co-speech gestures
In: Proceedings of the 10th Workshop on Multimodal Corpora: Combining Applied and Basic Research Targets : LREC 2014 ; Reykjavik, 27. Mai 2014. - Reykjavik, S. 13-16

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

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

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

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)

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

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

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)

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

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)

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)

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

Joint proceedings of the 2013th T2CT and CCGL workshops
In: Magdeburg: Univ., 2013; 1 CD-ROM, ISBN 978-3-940961-99-0 ; Kongress: T2CT Workshop; (Edinburgh, UK) : 2013.08.28 ; CCGL Workshop; (Edinburgh, UK) : 2013.08.28

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

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

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

How do we react to context? - annotation of individual and group engagement in a video corpus
In: 2012 ASE/IEEE International Conference on Privacy, Security, Risk and Trust and 2012 ASE/IEEE International Conference on Social Computing. - Piscataway, NJ : IEEE, S. 899-903 ; Kongress: SocialCom/PASSAT 2012; (Amsterdam) : 2012.09.03-05

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

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

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)

Multi-modal classifier-fusion for the classification of emotional states in WOZ scenarios
In: 2012 AHFE International Conference. - USA Publ., insges. 10 S. ; Kongress: AHFE Conference; 4 (San Francisco) : 2012.07.21-25

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)

The performance of the speaking rate parameter in emotion recognition from speech
In: 2012 IEEE International Conference on Multimedia and Expo. - Piscataway : IEEE, S. 248-253 ; Kongress: ICME; (Melbourne, Australia) : 2012.07.09-13

Joint proceedings of the IVA 2012 workshops - Santa Cruz, California, September 15, 2012
In: Magdeburg: Univ., 2012; 1 CD-ROM (108 S.); 12 cm, ISBN 978-394-09618-3-9 ; Kongress: International Conference on Intelligent Virtual Agents; 12 (Santa Cruz, Calif.) : 2012.09.12-15 ; IVA; 12 (Santa Cruz, Calif.) : 2012.09.12-15 ; Workshop on Multimodal Analyses enabling Artificial Agents in Human-Machine Interaction; (Santa Cruz, Calif.) : 2012.09.15 ; MA; (Santa Cruz, Calif.) : 2012.09.15 ; Workshop on Real-Time Conversations with Virtual Agents; (Santa Cruz, Calif.) : 2012.09.15 ; RCVA; (Santa Cruz, Calif.) : 2012.09.15

Joint proceedings of the IVA 2012 workshops - [Multimodal Analyses enabling Artificial Agents in Human-Machine Interaction (MA3) and Real-Time Conversations with Virtual Agents (RCVA)] as part of 12th international conference, IVA 2012, Santa Cruz, CA, USA, September, 12-15, 2012
In: Magdeburg: OvGU, 2012; 108 S.: 1 CD-ROM, ISBN 978-3-940961-83-9 ; Kongress: International Conference on Intelligent Virtual Agents; 12 (Santa Cruz, Calif.) : 2012.09.12-15 ; IVA; 12 (Santa Cruz, Calif.) : 2012.09.12-15 ; Multimodal Analyses enabling Artificial Agents in Human-Machine Interaction (MA3); 12 (Santa Cruz, Calif.) : 2012.09.15 ; Real-Time Conversations with Virtual Agents (RCVA); 12 (Santa Cruz, Calif.) : 2012.09.15

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]

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]

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

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]

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

Multimodal emotion classification in naturalistic user behavior
In: Human-computer interaction ; Pt. 3: Towards mobile and intelligent interaction environments. - Heidelberg [u.a.] : Springer, S. 603-611, 2011 - (Lecture notes in computer science; 6763)

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

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

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

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

Knowledge engineering with didactic knowledge first steps towards and ultimate goal
In: Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference. - Menlo Park, Calif. : AAAI Press, insges. 6 S., 2009 ; Kongress: International FLAIRS Conference; 22 (Sanibel Island, Fla.) : 2009.05.19-21

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

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

A priori evaluation & refinement of curricula by data mining over storyboards
In: Proceedings of the twenty-first FLAIRS conference . - AAAI Press, ISBN 978-1-577-35365-2, S. 335-340, 2008 ; Kongress: FLAIRS; 21 (Coconut Grove, Fla.) : 2008.05.15-17

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

Knowledge mining for supporting learning processes
In: 2008 IEEE International Conference on Systems, Man and Cybernetics . - Piscataway, NJ : IEEE Service Center, ISBN 978-1-424-42384-2, S. 2615-1621 ; Kongress: SMC 2008; (Singapore) : 2008.10.12-15

Methods for path evaluation in dynamic storyboards
In: International Conference on Advanced Learning Technologies <8, 2008, Santander> : Proceedings // the 8th IEEE International Conference on Advanced Learning Technologies . - Los Alamitos, Calif. [u.a.] : IEEE Computer Soc., ISBN 978-0-7695-3167-0, S. 614-616 ; Kongress: ICALT; 8 (Santander, Spain) : 2008.07.01-05

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

Using storyboarding and data mining to estimate success chances of curricula
In: IADIS International Conference on Cognition and Exploratory Learning in Digital Age, CELDA 2007 . - IADIS, ISBN 978-972-892448-5, S. 235-242 ; Kongress: CELDA 2007; (Algarve, Portugal) : 2007.12.07-09