Publications
2023
Begutachteter Zeitschriftenartikel
A digital flat affect? - popular speech compression codecs and their effects on emotional prosody
In: Frontiers in communication - Lausanne: Frontiers Media, Bd. 8 (2023)
Buchbeitrag
Companion technology
In: Handbook of human-machine systems - Wiley; Fortino, Giancarlo . - 2023, insges. 12 S.
Cross-reliability benchmark test for preserving emotional content in speech-synthesis related datasets
In: Elektronische Sprachsignalverarbeitung 2023 - Dresden: TUDpress; Draxler, Christoph . - 2023, S. 64-72 - (Studientexte zur Sprachkommunikation; 105)
Radlogistik als Anwendugsgebiet für Digitale Sprachassistenten - ein Diskussionsbeitrag
In: Elektronische Sprachsignalverarbeitung 2023 - Dresden: TUDpress; Draxler, Christoph . - 2023, S. 223-230 - (Studientexte zur Sprachkommunikation; 105)
2022
Abstract
A preliminary study on voice-assisted interfaces in the German public administration
In: KM Conference 2022 - International Institute for Applied Knowledge Management, 2022 . - 2022, S. 42
Der sprachliche Emotionsausdruck von Patient*innen mit Anorexia nervosa - eine systematische Literaturrecherche
In: Zeitschrift für psychosomatische Medizin und Psychotherapie - Göttingen: Vandenhoeck & Ruprecht, 1999, Bd. 68 (2022), 2, S. 180-181
Artikel in Kongressband
Pseudonymisation of speech data as an alternative approach to GDPR aompliance
In: Proceedings of the LREC 2022 Joint Workshop on Legal and Ethical Issues in Human Language Technologies and Multilingual De-Identification of Sensitive Language Resources (LEGAL - MDLR 2022) - Paris: European Language Resources Association (ELRA); Rigault, Mickaël . - 2022, S. 17-21
Public interactions with voice assistant - discussion of different one-shot solutions to preserve speaker privacy
In: Proceedings of the LREC 2022 Joint Workshop on Legal and Ethical Issues in Human Language Technologies and Multilingual De-Identification of Sensitive Language Resources (LEGAL - MDLR 2022) - Paris: European Language Resources Association (ELRA); Rigault, Mickaël . - 2022, S. 44-47
Begutachteter Zeitschriftenartikel
Acoustic-based automatic addressee detection for technical systems - a review
In: Frontiers in computer science - Lausanne: Frontiers Media, 2019, Bd. 4 (2022), insges. 20 S.
Behaviour of true artificial peers
In: Multimodal technologies and interaction - Basel: MDPI, Bd. 6 (2022), 8, insges. 21 S.
Handling of unknown unknowns - classification of 3D geometries from CAD open set datasets using Convolutional Neural Networks
In: The Online Journal of Applied Knowledge Management - [S.l.]: [s.n.], Bd. 10 (2022), 1, S. 62-76
Künstliche Intelligenz für die Sprachanalyse in der Psychotherapie - Chancen und Risiken - Artificial intelligence for speech analysis in psychotherapy - chances and risks
In: Psychotherapie, Psychosomatik, medizinische Psychologie - Stuttgart [u.a.]: Thieme, Bd. 72 (2022), 9/10, S. 395-396
Buchbeitrag
"High on emotion"? - how audio codecs interfere with the perceived charisma and emotional states of men and women
In: Konferenz: 33. Konferenz \"Elektronische Sprachsignalverarbeitung\", Sonderborg, 2.-4. März 2022, Elektronische Sprachsignalverarbeitung 2022/ Konferenz Elektronische Sprachsignalverarbeitung - Dresden: TUDpress; Weston, Heather . - 2022, S. 243-252 - (Studientexte zur Sprachkommunikation; 103)
Analysis of phonetic/prosodic features in interaction stages
In: Konferenz: 33. Konferenz \"Elektronische Sprachsignalverarbeitung\", Sonderborg, 2.-4. März 2022, Elektronische Sprachsignalverarbeitung 2022 - Dresden: TUDpress; Weston, Heather . - 2022, S. 67-73 - (Studientexte zur Sprachkommunikation; 103)
DyCoDa - a multi-modal data collection of multi-user remote survival game recordings
In: Konferenz: 24th International Conference on Speech and Computer, SPECOM 2022, Gurugram, India, November 14-16, 2022, Speech and Computer - Cham: Springer International Publishing; Prasanna, S. R. Mahadeva . - 2022, S. 163-177 - (Lecture notes in computer science; volume 13721)
Emotion preservation for one-shot speaker anonymization using McAdams
In: Konferenz: 33. Konferenz \"Elektronische Sprachsignalverarbeitung\", Sonderborg, 2.-4. März 2022, Elektronische Sprachsignalverarbeitung 2022 - Dresden: TUDpress; Weston, Heather . - 2022, S. 235-242 - (Studientexte zur Sprachkommunikation; 103)
Erroneous reactions of voice assistants "In the Wild" - first analyses
In: Konferenz: 33. Konferenz \"Elektronische Sprachsignalverarbeitung\", Sonderborg, 2.-4. März 2022, Elektronische Sprachsignalverarbeitung 2022 - Dresden: TUDpress; Weston, Heather . - 2022, S. 113-120 - (Studientexte zur Sprachkommunikation; 103)
Improving the accuracy for voice-assistant conversations in German by combining different online ASR-API outputs
In: Konferenz: Human Perspectives on Spoken Human-Machine Interaction, Freiburg im Breisgau (online), 15.-17. November 2021, Proceedings of the conference Human Perspectives on Spoken Human-Machine Interaction - Freiburg: FRIAS, Freiburg Institute for Advanced Studies, Albert-Ludwigs-Universität; Warchhold, Sarah *1994-* . - 2022, S. 11-16
Music-guided imagination and digital voice assistant - study design and first results on the application of voice assistants for music-guided stress reduction
In: Konferenz: 24th International Conference on Human-Computer Interaction, HCII 2022, Virtual Event, June 26 July 1, 2022, Design, Operation and Evaluation of Mobile Communications - Cham: Springer International Publishing; Salvendy, Gavriel . - 2022, S. 347-362 - (Lecture notes in computer science; volume 13337)
Parameter optimization issues for cross-corpora emotion classification
In: Konferenz: 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, Geneva, Switzerland, 02-05 September 2013, Humaine Association Conference on Affective Computing and Intelligent Interaction (ACII), 2013 - Piscataway, NJ: IEEE . - 2013, S. 454-459
Performance and quality evaluation of a McAdams speaker anonymization for spontaneous German speech
In: Fortschritte der Akustik - DAGA 2022 - Berlin: Deutsche Gesellschaft für Akustik e.V. (DEGA) . - 2022, S. 1185-1188
The effect of room acoustics and channel coding on affective computing in far field speech interaction
In: DAGA 2022 - Berlin: Deutsche Gesellschaft für Akustik e.V. . - 2022, S. 74-77
The influence of different room acoustics and microphone distances on charismatic prosodic parameters
In: Fortschritte der Akustik - DAGA 2022 - Berlin: Deutsche Gesellschaft für Akustik e.V. (DEGA) . - 2022, S. 1193-1196
Times and turns in stimulating meetings
In: Konferenz: 33. Konferenz \"Elektronische Sprachsignalverarbeitung\", Sonderborg, 2.-4. März 2022, Elektronische Sprachsignalverarbeitung 2022 - Dresden: TUDpress; Weston, Heather . - 2022, S. 89-96 - (Studientexte zur Sprachkommunikation; 103)
Voice Privacy - leveraging multi-scale blocks with ECAPA-TDNN SE-Res2NeXt extension for speaker anonymization
In: Symposium: 2nd Symposium on Security and Privacy in Speech Communication - Incheon, Korea, 23-24 September 2022, Incheon, Korea, 23-24 September 2022, 2nd Symposium on Security and Privacy in Speech Communication - Incheon, Korea, 23-24 September 2022 - Internatinal Speech Communication Association; Siegert, Ingo . - 2022, S. 43-48
Why Eli Roth should not use TTS-Systems for anonymization
In: Symposium: 2nd Symposium on Security and Privacy in Speech Communication - Incheon, Korea, 23-24 September 2022, Incheon, Korea, 23-24 September 2022, 2nd Symposium on Security and Privacy in Speech Communication - Incheon, Korea, 23-24 September 2022 - Internatinal Speech Communication Association; Siegert, Ingo . - 2022, S. 17-22
Herausgeberschaft
2nd Symposium on Security and Privacy in Speech Communication - Incheon, Korea, 23-24 September 2022
In: Internatinal Speech Communication Association, 2022, 1 Online-Ressource
Proceedings of the LREC 2022 Joint Workshop on Legal and Ethical Issues in Human Language Technologies and Multilingual De-Identification of Sensitive Language Resources (LEGAL - MDLR 2022)
In: Paris: European Language Resources Association (ELRA), 2022, 1 Online-Ressource
2021
Artikel in Kongressband
Comparison of head and body movement patterns in naturalistic human-machine interaction
In: 2021 9th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) - IEEE . - 2021, insges. 7 S.
Experience with an online assessment in a lecture about fundamentals of electrical engineering
In: Higher Education 2021 - Bari: Higher Education . - 2021, insges. 5 S.
How to collect speech data with human rights in mind - workshop at the SPSC
In: Proceedings 2021 ISCA Symposium on Security and Privacy in Speech Communication - Internatinal Speech Communication Association; Siegert, Ingo . - 2021, S. 80-82
On the sound of successful meetings - how speech prosody predicts meeting performance
In: ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021
Speaker anonymization solution for public voice-assistant interactions - presentation of a work in progress development
In: Proceedings 2021 ISCA Symposium on Security and Privacy in Speech Communication - Internatinal Speech Communication Association . - 2021, S. 80-82
Begutachteter Zeitschriftenartikel
A cross-language study of speech recognition systems for English, German, and Hebrew
In: The Online Journal of Applied Knowledge Management - [S.l.]: [s.n.], Bd. 9 (2021), 1, insges. 15 S.
Admitting the addressee detection faultiness of voice assistants to improve the activation performance using a continuous learning framework
In: Cognitive systems research - Amsterdam [u.a.]: Elsevier Science, Bd. 70 (2021), S. 65-79
Affects in groups - a review on automated affect processing and estimation in groups
In: IEEE signal processing magazine/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE, Bd. 38 (2021), 6, S. 74-83
Case report: women, be aware that your vocal charisma can dwindle in remote meetings
In: Frontiers in communication - Lausanne: Frontiers Media, Volume 5(2021), article 611555, 7 Seiten
Buchbeitrag
Audio and video processing of UAV-based signals - the harmonic project
In: Elektronische Sprachsignalverarbeitung 2021: Tagungsband der 32. Konferenz Berlin, 4.-5. März 2021/ Möller, Sebastian - Dresden: TUDpress; Hillmann, Stefan . - 2021, S. 77-86
Effects of prosodic variations on accidental triggers of a commercial voice assistant
In: Interspeech 2021: Brno, Czechia, 30 August - 3 September 2021$dGeneral chairs: Hynek Heřmanský, Honza Černocký : Technical chairs: Lukáš Burget, Lori Lamel, Odette Scharenborg, Petr Motlicek - International Speech and Communication Association; Heřmanský, Hynek . - 2021, S. 1674-1678
Engagement recognition using audio channel only
In: 1st AI-DEbate Workshop: workshop establishing An InterDisciplinary pErspective on speech-BAsed TEchnology : Magdeburg, September, 27 2021/ AI-Debate Workshop - Magdeburg: Universitätsbibliothek; Carolus, Astrid *1982-* . - 2021, S. 19-22
Introduction to the workshop
In: 1st AI-DEbate Workshop: workshop establishing An InterDisciplinary pErspective on speech-BAsed TEchnology : Magdeburg, September, 27 2021/ AI-Debate Workshop - Magdeburg: Universitätsbibliothek; Carolus, Astrid *1982-* . - 2021, S. 9-11
Pseudo-labelling and transfer learning based speech emotion recognition
In: Elektronische Sprachsignalverarbeitung 2021: Tagungsband der 32. Konferenz Berlin, 4.-5. März 2021/ Möller, Sebastian - Dresden: TUDpress; Hillmann, Stefan . - 2021, S. 19-26
Speech melody and speech content didnt fit together - differences in speech behavior for device directed and human directed interactions
In: Advances in Data Science: Methodologies and Applications - Cham: Springer International Publishing; Phillips-Wren, Gloria . - 2021, S. 65-95 - (Intelligent Systems Reference Library; volume 189)
Speech signal compression deteriorates acoustic cues to perceived speaker charisma
In: Elektronische Sprachsignalverarbeitung 2021: Tagungsband der 32. Konferenz Berlin, 4.-5. März 2021/ Möller, Sebastian - Dresden: TUDpress; Hillmann, Stefan . - 2021, S. 1-10
Studie zur Lösbarkeit des Problems starker Pegelschwankungen im Home-Entertainment
In: Elektronische Sprachsignalverarbeitung 2021: Tagungsband der 32. Konferenz Berlin, 4.-5. März 2021/ Möller, Sebastian - Dresden: TUDpress; Hillmann, Stefan . - 2021, S. 303-310
Dissertation
Efficient deep learning algorithms for securing Industrial Control Systems from cyberattacks
In: Magdeburg, 2021, xxviii, 268 Seiten, Illustrationen, Diagramme, 30 cm
Herausgeberschaft
1st AI-DEbate Workshop - workshop establishing An InterDisciplinary pErspective on speech-BAsed TEchnology : Magdeburg, September, 27 2021
In: Magdeburg: Universitätsbibliothek, 2021, 1 Online-Ressource (42 Seiten, 1,03 MB)
Proceedings 2021 ISCA Symposium on Security and Privacy in Speech Communication
In: Internatinal Speech Communication Association, 2021, 1 Online-Ressource (88 Seiten)
2020
Abstract
Intelligent LSF-answering system - an Alexa Skill
In: Sprachassistenten - Anwendungen, Implikationen, Entwicklungen : ITG-Workshop : Magdeburg, 3. März, 2020 : [Abstractbook]: Anwendungen, Implikationen, Entwicklungen : ITG-Workshop : Magdeburg, 3. März, 2020 : [Abstractbook]/ Workshop Sprachassistenten - Anwendungen, Implikationen, Entwicklungen : ITG-Workshop : Magdeburg, 3. März, 2020 : [Abstractbook] - Anwendungen, Implikationen, Entwicklungen - Magdeburg: Otto-von-Guericke-Universität Magdeburg, 2020; Siegert, Ingo . - 2020, S. 39
das ist schon gruselig so dieses Belauschtwerden - subjektives Erleben von Interaktionen mit Sprachassistenzsystemen zum Zwecke der Individualisierung
In: Sprachassistenten - Anwendungen, Implikationen, Entwicklungen : ITG-Workshop : Magdeburg, 3. März, 2020 : [Abstractbook]/ Workshop Sprachassistenten - Anwendungen, Implikationen, Entwicklungen : ITG-Workshop : Magdeburg, 3. März, 2020 : [Abstractbook] - Anwendungen, Implikationen, Entwicklungen - Magdeburg: Otto-von-Guericke-Universität Magdeburg, 2020; Siegert, Ingo . - 2020, S. 29
Begutachteter Zeitschriftenartikel
Adaptive transitions for automation in cars, trucks, busses and motorcycles
In: IET intelligent transport systems/ Institution of Engineering and Technology - London: IET . - 2020
Personal data protection and academia: GDPR issues and multi-modal data-collections "in the wild"
In: The Online Journal of Applied Knowledge Management: OJAKM - [S.l.], Bd. 8 (2020), 1, S. 16-31
Towards affect-aware vehicles for increasing safety and comfort - recognising driver emotions from audio recordings in a realistic driving study
In: IET intelligent transport systems/ Institution of Engineering and Technology - London: IET, Bd. 14 (2020), 10, S. 1265-1277
Using complexity-identical human- and machine-directed utterances to investigate addressee detection for spoken dialogue systems
In: Sensors - Basel: MDPI, Volume 20(2020), issue 9, article 2740, 15 Seiten
Buchbeitrag
Advances in sound and speech signal processing at the presence of drones
In: Quiet Drones: a Symposium on Noise from UASs/UAVs : 19 - 21 October 2020, Paris, France : an e-symposium : proceedings - INCEEUROPE . - 2020, insges. 17 S.
Alexa in the wild - collecting unconstrained conversations with a modern voice assistant in a public environment
In: LREC 2020 Marseille: Twelfth International Conference on Language Resources and Evaluation$dMay 11-16, 2020, Palais du Pharo, Marseille, France : conference proceedings/ International Conference on Language Resources and Evaluation - Paris: The European Language Resources Association (ELRA); Calzolari, Nicoletta . - 2020, S. 608-612
An analysis of the applicability of VoiceXML as basis for a dialog control flow in industrial interaction management
In: 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA): proceedings : Vienna, Austria - hybrid, 08-11 September, 2020/ IEEE International Conference on Emerging Technologies and Factory Automation - Piscataway, NJ: IEEE; IEEE International Conference on Emerging Technologies and Factory Automation (25.:2020) . - 2020, S. 30-37
Does users' system evaluation influence speech behavior in HCI? - first insights from the engineering and psychological perspective
In: Konferenz: 31. Konferenz \"Elektronische Sprachsignalverarbeitung\", Magdeburg, 4.-6. März 2020, Elektronische Sprachsignalverarbeitung 2020 - Tagungsband der 31. Konferenz Magdeburg : Magdeburg, 4.-6. März 2020/ Konferenz \"Elektronische Sprachsignalverarbeitung\" - Dresden: TUDpress . - 2020, S. 241-248 - (Studientexte zur Sprachkommunikation; 95)
Emergency Service - Sprachbasierte Klassifikation eingehender Anrufe in Ausnahmesituationen
In: Konferenz: 31. Konferenz \"Elektronische Sprachsignalverarbeitung\", Magdeburg, 4.-6. März 2020, Elektronische Sprachsignalverarbeitung 2020 - Tagungsband der 31. Konferenz Magdeburg : Magdeburg, 4.-6. März 2020/ Konferenz \"Elektronische Sprachsignalverarbeitung\" - Dresden: TUDpress; Wendemuth, Andreas . - 2020, S. 206-213 - (Studientexte zur Sprachkommunikation; 95)
Filtering-based analysis of spectral and temporal effects of room modes on low-level descriptors of emotionally coloured speech
In: Elektronische Sprachsignalverarbeitung 2020 - Tagungsband der 31. Konferenz Magdeburg : Magdeburg, 4.-6. März 2020: Tagungsband der 31. Konferenz Magdeburg : Magdeburg, 4.-6. März 2020/ Konferenz \"Elektronische Sprachsignalverarbeitung\" - Dresden: TUDpress; Wendemuth, Andreas . - 2020, S. 219-226 - (Studientexte zur Sprachkommunikation; 95)
GDPR - a game changer for acoustic interaction analyses
In: Proceedings of the LREC 2020 Workshop on Legal and Ethical Issues in Human Language Technologies (LEGAL2020) - proceedings: proceedings - Paris: European Language Resources Association (ELRA); Choukri, Khalid . - 2020, S. 1-3
Improving automatic speech recognition utilizing audio-codecs for data augmentation
In: IEEE 22nd International Workshop on Multimedia Signal Processing: MMSP 2020 : Tampere, Finland, September 21-24, 2020 - [Piscataway, NJ]: IEEE . - 2020
Investigation of the influence of standing waves on distant speech emotion recognition
In: Fortschritte der Akustik - DAGA 2020: 46. Jahrestagung für Akustik, 16.-19. März 2019 in Hannover - Berlin: Deutsche Gesellschaft für Akustik e.V. (DEGA) . - 2020, S. 822-825
Machine learning-assisted affect labelling of speech data
In: Elektronische Sprachsignalverarbeitung 2020 - Tagungsband der 31. Konferenz Magdeburg : Magdeburg, 4.-6. März 2020: Tagungsband der 31. Konferenz Magdeburg : Magdeburg, 4.-6. März 2020/ Konferenz \"Elektronische Sprachsignalverarbeitung\" - Dresden: TUDpress . - 2020, S. 199-205 - (Studientexte zur Sprachkommunikation; 95)
Prosodic addressee-detection - ensuring privacy in always-on spoken dialog systems
In: Mensch und Computer 2020 - Tagungsband - New York, New York: The Association for Computing Machinery, Inc. . - 2020, S. 195-198
Recognition performance of selected speech recognition APIs - a longitudinal study
In: Speech and Computer - Cham: Springer; Karpov, Alexey . - 2020, S. 520-529 - ( Lecture notes in computer science; 12335)
Reduction of aircraft noise in UAV-based speech signal recordings by quantile based noise estimation
In: Elektronische Sprachsignalverarbeitung 2020 - Tagungsband der 31. Konferenz Magdeburg : Magdeburg, 4.-6. März 2020: Tagungsband der 31. Konferenz Magdeburg : Magdeburg, 4.-6. März 2020/ Konferenz \"Elektronische Sprachsignalverarbeitung\" - Dresden: TUDpress; Wendemuth, Andreas . - 2020, S. 149-156 - (Studientexte zur Sprachkommunikation; 95)
Speech communication at the presence of unmanned aerial vehicles
In: Fortschritte der Akustik - DAGA 2020: 46. Jahrestagung für Akustik, 16.-19. März 2019 in Hannover - Berlin: Deutsche Gesellschaft für Akustik e.V. (DEGA) . - 2020, S. 952-955
Towards true artificial peers
In: Proceedings of the 2020 IEEE International Conference on Human-Machine Systems (ICHMS): Sept 7-9, 2020, Rome, Italy/ IEEE International Conference on Human-Machine Systems - [Piscataway, NJ]: IEEE . - 2020, insges. 5 S.
Utilizing computer vision algorithms to detect and describe local features in images for emotion recognition from speech
In: Proceedings of the 2020 IEEE International Conference on Human-Machine Systems (ICHMS): Sept 7-9, 2020, Rome, Italy/ IEEE International Conference on Human-Machine Systems - [Piscataway, NJ]: IEEE; Weibkirchen, Norman . - 2020, insges. 6 S.
Dissertation
Accessing the interlocutor - recognition of interaction-related interlocutor states in multiple modalities
In: Magdeburg, 2020, I, xv, 143 Seiten, Illustrationen, Diagramme, 30 cm
Habilitation
Anticipate the user - multimodal analyses in human-machine interaction towards group interactions
In: Dresden: TUDpress, 2020, xxiii, 354 Seiten, Illustrationen, Diagramme, 24 cm - (Studientexte zur Sprachkommunikation; Band 98)
Herausgeberschaft
Elektronische Sprachsignalverarbeitung 2020 - Tagungsband der 31. Konferenz Magdeburg : Magdeburg, 4.-6. März 2020
In: Dresden: TUDpress, 2020, XI, 288 Seiten, Illustrationen, Diagramme, 24 cm x 17 cm - (Studientexte zur Sprachkommunikation; Band 95)
Proceedings of the LREC 2020 Workshop on Legal and Ethical Issues in Human Language Technologies (LEGAL2020) - proceedings
In: Paris: European Language Resources Association (ELRA), 2020, 1 Elektronische Ressource
Sprachassistenten - Anwendungen, Implikationen, Entwicklungen : ITG-Workshop : Magdeburg, 3. März, 2020 : [Abstractbook]
In: Magdeburg: Otto-von-Guericke-Universität Magdeburg, 2020, 1 Online-Ressource (39 Seiten, 0,3 MB)
2019
Abstract
Admitting the addressee-detection faultiness to improve the performance using a continous learning framework
In: 8. Interdisziplinärer Workshop Kognitive Systeme: Verstehen, Beschreiben und Gestalten Kognitiver (Technischer) Systeme - Duisburg: Universität Duisburg-Essen, S. 38-39, 2019
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, 26.-28. März 2019 - Duisburg: Universität Duisburg-Essen, 2019; Eyssel, Friederike . - 2019, S. 22-23
Begutachteter Zeitschriftenartikel
On emotions as features for speech overlaps classification
In: IEEE transactions on affective computing/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE, 2010 . - 2019
Buchbeitrag
Analysis of the influence of different room acoustics on acoustic emotion features
In: Elektronische Sprachsignalverarbeitung 2019: Tagungsband der 30. Konferenz, Dresden, 6.-8. März 2019 / Peter Birkholz und Simon Stone (Hrsg.): Tagungsband der 30. Konferenz, Dresden, 6.-8. März 2019/ Konferenz \"Elektronische Sprachsignalverarbeitung\" - Dresden: TUDpress, 2019 . - 2019, S. 156-163 - (Studientexte zur Sprachkommunikation; 93) ; [Konferenz: 30. Konferenz Elektronische Sprachsignalverarbeitung 2019: Tagungsband der 30. Konferenz, Dresden, 6.-8. März 2019 / Peter Birkholz und Simon Stone (Hrsg.), Dresden, 6.-8. März 2019]
Analysis of the influence of different room acoustics on acoustic emotion features and emotion recognition performance
In: Tagungsband - DAGA 2019 - Berlin: Deutsche Gesellschaft für Akustik e.V. (DEGA), 2019 . - 2019, S. 886-889
Anticipating the user - acoustic disposition recognition in intelligent interactions
In: Innovations in big data mining and embedded knowledge - Cham, Switzerland: Springer, 2019; Esposito, Anna . - 2019, S. 203-233 - (Intelligent systems reference library; volume 159)
Comparing phonetic changes in computer-directed and human-directed speech
In: Elektronische Sprachsignalverarbeitung 2019 - Dresden: TUDpress, S. 42-49 - (Studientexte zur Sprachkommunikation; 93) ; [Konferenz: 30. Konferenz Elektronische Sprachsignalverarbeitung 2019, Dresden, 6.-8. März 2019]
Cross-corpus data augmentation for acoustic addressee detection
In: 20th Annual Meeting of the Special Interest Group on Discourse and Dialogue/ Association for Computational Linguistics - Stroudsburg, PA: Association for Computational Linguistics (ACL); Nakamura, Satoshi . - 2019, S. 274-283
Dont talk to noisy drones - acoustic interaction with unmanned aerial vehicles
In: Speech and Computer - Cham: Springer International Publishing, S. 180-190, 2019 - (Lecture notes in articial intelligence; 11658)
Employing Bottleneck and convolutional features for speech-based physical load detection on limited data amounts
In: Interspeech 2019: 15-19 September 2019, Graz - International Speech and Communication Association, 2019; Kubin, Gernot . - 2019, S. 1666-1670
Generative adversarial networks and simulated+unsupervised learning in affect recognition from speech
In: 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII) - IEEE, 2019 . - 2019, insges. 7 S. ; [Konferenz: 8th International Conference on Affective Computing and Intelligent Interaction, ACII, Cambridge, 03. - 06. September 2019]
Modelling contexts for interactions in dynamic open-world scenarios
In: 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)/ IEEE International Conference on Systems, Man, and Cybernetics - [Piscataway, NJ]: IEEE, 2019 . - 2019, S. 1475-1480
The Restaurant Booking Corpus - content-identical comparative human-human and human-computer simulated telephone conversations
In: Elektronische Sprachsignalverarbeitung 2019 - Dresden: TUDpress, S. 126-133 - (Studientexte zur Sprachkommunikation; 93) ; [Konferenz: 30. Konferenz Elektronische Sprachsignalverarbeitung 2019, Dresden, 6.-8. März 2019]
Threes a crowd? - effects of a second human on vocal accommodation with a voice assistant
In: Interspeech 2019 - International Speech and Communication Association; Kubin, Gernot . - 2019, S. 4005-4009
Towards cognitive systems for assisted cooperative processes of goal finding and strategy change
In: Konferenz: IEEE International Conference on Systems, Man, and Cybernetics, IEEE SMC 2019, 6-9 October 2019, Bari Italy, 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)/ IEEE International Conference on Systems, Man, and Cybernetics - [Piscataway, NJ]: IEEE . - 2019, S. 4302-4307
2018
Begutachteter Zeitschriftenartikel
An experimental paradigm for inducing emotions in a real world driving scenario evidence from self-report, annotation of speech data and peripheral physiology
In: Kognitive Systeme - Duisburg: DuEPublico, 2013 . - 2018, 1, insges. 12 S.
How do we speak with ALEXA - subjective and objective assessments of changes in speaking style between HC and HH conversations
In: Kognitive Systeme - Duisburg: DuEPublico, Duisburg-Essen Publication Online, Universität Duisburg-Essen, 2013 . - 2018, 1, insges. 11 S.
Toward a self-adapting resource-restricted voice-based classification of naturalistic interaction stages
In: Kognitive Systeme - Duisburg: DuEPublico, Duisburg-Essen Publication Online, Universität Duisburg-Essen . - 2018, 1, S. 1-8
Using a PCA-based dataset similarity measure to improve cross-corpus emotion recogniton
In: Computer speech and language - London: Academic Press, 1986 . - 2018, insges. 31 S.
Using category theory to structure the OCC theory of emotions
In: Congreso Argentino de Ciencias de la Informática y Desarrollos de Investigación (CACIDI): 28 de noviembre al 30 de noviembre de 2018/ CACIDI- Piscataway, NJ: IEEE, 2018
Buchbeitrag
Acoustic addressee-detection - analysing the impact of age, sex and technical knowledge
In: Elektronische Sprachsignalverarbeitung 2018: Tagungsband der 29. Konferenz, Ulm, 7.-9. März 2018/ Konferenz \"Elektronische Sprachsignalverarbeitung\"- Dresden: TUDpress, 2018, S. 113-120 ; [Konferenz: 29. Elektronische Sprachsignalverarbeitung 2018, Ulm, 7. - 10. März; Literaturverzeichnis: Seite 118-120]
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/ Konferenz \"Elektronische Sprachsignalverarbeitung\" - Dresden: TUDpress, 2018; Berton, André . - 2018, S. 247-254 ; [Konferenz: 29. Elektronische Sprachsignalverarbeitung 2018, Ulm, 7. - 10. März; Literaturverzeichnis: Seite 252-254]
Emotion recognition from disturbed speech - towards affective computing in real-world in-car environments
In: Elektronische Sprachsignalverarbeitung 2018: Tagungsband der 29. Konferenz, Ulm, 7.-9. März 2018/ Konferenz \"Elektronische Sprachsignalverarbeitung\"- Dresden: TUDpress, 2018, S. 208-215 ; [Konferenz: 29. Elektronische Sprachsignalverarbeitung 2018, Ulm, 7. - 10. März; Literaturverzeichnis: Seite 214-215]
Improving emotion recognition performance by random-forest-based feature selection
In: Speech and computer: 20th International Conference, SPECOM 2018, Leipzig, Germany, September 18-22, 2018 : proceedings/ SPECOM - Cham: Springer, 2018 . - 2018, S. 134-144 - (Lecture notes in computer science; 11096; Lecture notes in artificial intelligence) ; [Konferenz: 20th International Conference Speech and Computer, SPECOM 2018, Leipzig, Germany, September 18-22, 2018]
Intention-based anticipatory interactive systems
In: SMC 2018: 2018 IEEE International Conference on Systems, Man, and Cybernetics$d7-10 October 2018, Miyazaki, Japan : proceedings/ IEEE International Conference on Systems, Man, and Cybernetics - Piscataway, NJ: IEEE, 2018; Hata, Yutaka . - 2018, S. 2579-2584
International Workshop on Multimodal Analyses Enabling Artificial Agents in Human-Machine Interaction (Workshop Summary)
In: Proceedings of the 20th ACM International Conference on Multimodal Interaction: ICMI\'18 : Boulder, CO, USA, October 16 - 20, 2018 - New York, NY: ACM, 2018 . - 2018, S. 666-667
Recognition of emotional speech with convolutional neural networks by means of spectral estimates
In: 2017 Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW): 23-26 Oct. 2017/ International Workshop on Context Based Affect Recognition - [Piscataway, NJ]: IEEE, 2017; International Workshop on Context Based Affect Recognition (5.:2017) . - 2018, S. 50-55
Recognition of human movement patterns during a human-agent interaction
In: Proceedings of the 4th International Workshop on Multimodal Analyses Enabling Artificial Agents in Human-Machine Interaction - MA3HMI 2018 : in conjunction with ICMI 2018, Boulder, Colorado, USA: MA3HMI 2018 : in conjunction with ICMI 2018, Boulder, Colorado, USA - New York, NY: ACM, 2018; Böck, Ronald . - 2018, S. 33-37
Recognizing behavioral factors while driving - a real-world multimodal corpus to monitor the drivers affective state
In: LREC 2018: eleventh International Conference on Language Resources and Evaluation : May 7-12, 2018, Miyazaki, Japan - Paris: European Language Resources Association, ELRA, S. 1589-1596
Significance of feature differences in the distinction of mental-load
In: SMC 2018: 2018 IEEE International Conference on Systems, Man, and Cybernetics$d7-10 October 2018, Miyazaki, Japan : proceedings/ IEEE International Conference on Systems, Man, and Cybernetics - Piscataway, NJ: IEEE, 2018; Hata, Yutaka . - 2018, 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/ Konferenz \"Elektronische Sprachsignalverarbeitung\" - Dresden: TUDpress, 2018; Berton, André . - 2018, S. 216-223 ; [Konferenz: 29. Elektronische Sprachsignalverarbeitung 2018, Ulm, 7. - 10. März; Literaturverzeichnis: Seite 222-223]
Utilizing psychoacoustic modeling to improve speech-based emotion recognition
In: Speech and computer: 20th International Conference, SPECOM 2018, Leipzig, Germany, September 18-22, 2018 : proceedings/ SPECOM - Cham: Springer, 2018 . - 2018, S. 625-635 - (Lecture notes in computer science; 11096; Lecture notes in artificial intelligence) ; [Konferenz: 20th International Conference Speech and Computer, SPECOM 2018, Leipzig, Germany, September 18-22, 2018]
Voice Assistant Conversation Corpus (VACC) - a multi-scenario dataset for addressee detection in human-computer-interaction using Amazon's ALEXA
In: Proceedings of the LREC 2018 Workshop LB-ILR2018 and MMC2018 Joint Workshop, 7 May 2018, Miyazaki, Japan - Paris: European Language Resources Association, ELRA, 2018; Koiso, Hanae . - 2018, S. 51-54
Dissertation
Automatic facial analysis methods - facial point localization, head pose estimation, and facial expression recognition
In: Magdeburg, 2018, xxx, 192 Seiten, Illustrationen, Tabellen, Diagramme ; [Literaturverzeichnis: Seite 169-188]
Spline-Methoden für die modellbasierte 3D-Oberflächeninspektion
In: Magdeburg, 2018, 155 Seiten, Illustrationen, Diagramme, 30 cm ; [Literaturverzeichnis: Seite 145-155]
Herausgeberschaft
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
2017
Begutachteter Zeitschriftenartikel
Prediction of user satisfaction in naturalistic human-computer interaction
In: Kognitive Systeme - Duisburg: DuEPublico, Duisburg-Essen Publication Online, Universität Duisburg-Essen, 2013 . - 2017, 1, insges. 9 S.
Buchbeitrag
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, 2017; International Conference on Companion Technology (2.:2017) . - 2017, insges. 6 S.
Acoustic cues for the perceptual assessment of surround sound
In: Speech and Computer - Cham: Springer, S. 65-75, 2017 - (Lecture Notes in Computer Science; 10458)
An introduction to companion-technology
In: Companion technology - a paradigm shift in human-technology interaction: a paradigm shift in human-technology interaction - Cham: Springer, 2017 . - 2017, S. 1-15
Audio compression and its impact on emotion recognition in affective computing
In: Elektronische Sprachsignalverarbeitung 2017: Tagungsband der 28. Konferenz Saarbrücken, 15. - 17. März 2017 / Jürgen Trouvain ; Ingmar Steiner und Bern Möbius (Hrsg.): Tagungsband der 28. Konferenz Saarbrücken, 15. - 17. März 2017 - Dresden: TUDpress Verlag der Wissenschaften GmbH, 2017 . - 2017, S. 1-8 ; [Kongress: 28. Konferenz Elektronische Sprachsignalverarbeitung, Saarbrücken, 15. - 17. März, 2017]
Companion-systems - a reference architecture
In: Companion technology - a paradigm shift in human-technology interaction: a paradigm shift in human-technology interaction - Cham: Springer, 2017 . - 2017, S. 449-469
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, 2017; Horian, Patrick . - 2017, S. 189-201 - (Lecture Notes in Computer Science; 10688)
Emotion recognition from speech
In: Companion technology - a paradigm shift in human-technology interaction: a paradigm shift in human-technology interaction - Cham: Springer, 2017 . - 2017, S. 409-428
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., 2017; Sabourin, Christophe . - 2017, S. 179-185
Emotional features for speech overlaps classification
In: INTERSPEECH 2017: 20-24 August 2017, Stockholm - International Speech and Communication Association, 2017; Lacerda, Francisco . - 2017, S. 2356-2360
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, 2017; Potapova, Rodmonga . - 2017, S. 445-455 - (Lecture Notes in Computer Science; 10458)
Modeling aspects in human-computer interaction - adaptivity, user characteristics and evaluation
In: Companion technology - a paradigm shift in human-technology interaction: a paradigm shift in human-technology interaction - Cham: Springer, 2017 . - 2017, S. 57-58
Multi-modal information processing in companion-systems - a ticket purchase system
In: Companion technology - a paradigm shift in human-technology interaction: a paradigm shift in human-technology interaction - Cham: Springer, 2017 . - 2017, S. 493-500
Multimodal affect recognition in the context of human-computer interaction for companion-systems
In: Companion technology - a paradigm shift in human-technology interaction: a paradigm shift in human-technology interaction - Cham: Springer, 2017 . - 2017, S. 387-408
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) ; Part 2 - IEEE, 2017; Part 2 . - 2017, 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 / Jürgen Trouvain ; Ingmar Steiner und Bern Möbius (Hrsg.): Tagungsband der 28. Konferenz Saarbrücken, 15. - 17. März 2017 - Dresden: TUDpress Verlag der Wissenschaften GmbH, 2017; Trouvain, Jürgen . - 2017, S. 211-218 ; [Kongress: 28. Konferenz Elektronische Sprachsignalverarbeitung, Saarbrücken, 15. - 17. März, 2017]
The last minute corpus as a research resource - from signal processing to behavioral analyses in user-companion interactions
In: Companion technology - a paradigm shift in human-technology interaction: a paradigm shift in human-technology interaction - Cham: Springer, 2017 . - 2017, S. 277-299
Towards a sensor failure-dependent performance adaptation using the validity concept
In: Computer Safety, Reliability, and Security: 36th International Conference, SAFECOMP 2017, Trento, Italy, September 13-15, 2017, Proceedings - Cham: Springer, 2017; Schoitsch, Erwin . - 2017, S. 270-286 - ( Lecture Notes in Computer Science; volume 10488)
Vom technischen System und seiner widersprüchlichen Umwelt
In: Von Schildkröten und Lügnern: Paradoxien und Antinomien in den Wissenschaften - Münster: mentis, 2018 . - 2017, S. 211-223
ikannotate2 - a tool supporting annotation of emotions in audio-visual data
In: Elektronische Sprachsignalverarbeitung 2017: Tagungsband der 28. Konferenz Saarbrücken, 15. - 17. März 2017 / Jürgen Trouvain ; Ingmar Steiner und Bern Möbius (Hrsg.): Tagungsband der 28. Konferenz Saarbrücken, 15. - 17. März 2017 - Dresden: TUDpress Verlag der Wissenschaften GmbH, 2017 . - 2017, S. 17-24 ; [Kongress: 28. Konferenz Elektronische Sprachsignalverarbeitung, Saarbrücken, 15. - 17. März, 2017]
Herausgeberschaft
Companion technology - a paradigm shift in human-technology interaction
In: Cham: Springer, 2017, 1 Online-Ressource - (Cognitive technologies)
2016
Artikel in Kongressband
"Do you like a cup of coffee?" - the CASIA coffee house corpus
In: Multimodal Corpora: Computer vision and language processing (MMC 2016) - ELRA, 2016; Edlund, Jens . - 2016, S. 13-16
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
Begutachteter Zeitschriftenartikel
Comparison of different modeling techniques for robust prototype matching of speech pitch-contours
In: Kognitive Systeme - Duisburg: DuEPublico, 1, insges. 10 S., 2016
Counting votes in coupled decisions - an efficient method for counting votes in coupled decisions with multiple inequality restrictions
In: Theory and decision - Dordrecht [u.a.]: Springer Science + Business Media B.V., Bd. 81 (2016), S. 213-253
Emotional and user-specific acoustic cues for improved analysis of naturalistic interactions
In: Künstliche Intelligenz: KI : Forschung, Entwicklung, Erfahrungen : Organ des Fachbereichs 1 Künstliche Intelligenz der Gesellschaft für Informatik e.V., GI - Berlin: Springer, Bd. 30.2016, 1, S. 93-94
Buchbeitrag
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$, S. 465-474 ; [Kongress: 2. Transdisziplinäre Konferenz \"Technische Unterstützungssysteme, die die Menschen wirklich wollen\", Hamburg, 2016]
Annotators agreement and spontaneous emotion classification performance
In: Speech beyond speech towards a better understanding of the most important biosignal: 16th Annual Conference of the International Speech Communication Association (INTERSPEECH 2015) : Dresden, Germany, 6-10 September 2015$lVolume 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]
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, Xi\'an, China - [Piscataway, NJ]: IEEE
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)
Combined linear and nonlinear residual echo suppression using a deficient distortion model - a proof of concept
In: Kongress: 12. ITG-Fachtagung Sprachkommunikation, Paderborn, 5. 7. Oktober 2016, Speech communication/ ITG-Fachtagung Sprachkommunikation - Berlin: VDE Verlag . - 2016, S. 312-316
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, 2016; Skala, Vaclav . - 2016, S. 137-143
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
Discourse particles in human-human and human-computer interaction - Analysis and evaluation
In: Human-computer interaction - Cham: Springer International Publishing, S. 105-117, 2016
ERM4CT 2016: 2nd international workshop on emotion representations and modelling for companion systems (workshop summary)
In: Proceedings of the 18th ACM International Conference on Multimodal Interaction: November 12 - 16, 2016, Tokyo, Japan - New York, NY: ACM, S. 593-595
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]
Kennzeichnung von Nutzerprofilen zur Interaktionssteuerung beim Gehen
In: Technische Unterstützungssysteme, die die Menschen wirklich wollen: Zweite Transdisziplinäre Konferenz : Hamburg 2016 - Hamburg: Laboratorium Fertigungstechnik, smartASSIST, Helmut Schmidt Universität$, S. 475-484 ; [Kongress: 2. Transdisziplinäre Konferenz \"Technische Unterstützungssysteme, die die Menschen wirklich wollen\", Hamburg, 2016]
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 / Oliver Jokisch (Hrsg.) ; Tagungsorganisation: Hochschule für Telekommunikation Leipzig, Institut für Kommunikationstechnik, Prof. Dr.-Ing. Oliver Jokisch: Tagungsband der 27. Konferenz, Leipzig, 2.-4. März 2016/ Konferenz \"Elektronische Sprachsignalverarbeitung\" - Dresden: TUDpress, 2016; Jokisch, Oliver . - 2016, S. 229-236 - (Studientexte zur Sprachkommunikation; Band 81) ; [Kongress: 27. Konferenz Elektronische Sprachsignalverarbeitung 2016: Tagungsband der 27. Konferenz, Leipzig, 2.-4. März 2016 / Oliver Jokisch (Hrsg.) ; Tagungsorganisation: Hochschule für Telekommunikation Leipzig, Institut für Kommunikationstechnik, Prof. Dr.-Ing. Oliver Jokisch, Leipzig, 2. - 4. März 2016]
Modellierung von Verhaltens- und Handlungsintentionsverläufen aus multimodalen 3D-Daten
In: 3D SENSATION - transdisziplinäre Perspektiven: innteract conference - Chemnitz: Verlag aw&l Wissenschaft und Praxis, 2016 . - 2016, S. 88-89
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 / Oliver Jokisch (Hrsg.) ; Tagungsorganisation: Hochschule für Telekommunikation Leipzig, Institut für Kommunikationstechnik, Prof. Dr.-Ing. Oliver Jokisch: Tagungsband der 27. Konferenz, Leipzig, 2.-4. März 2016/ Konferenz \"Elektronische Sprachsignalverarbeitung\" - Dresden: TUDpress, 2016; Jokisch, Oliver . - 2016, S. 111-118 - (Studientexte zur Sprachkommunikation; Band 81) ; [Kongress: 27. Konferenz Elektronische Sprachsignalverarbeitung 2016: Tagungsband der 27. Konferenz, Leipzig, 2.-4. März 2016 / Oliver Jokisch (Hrsg.) ; Tagungsorganisation: Hochschule für Telekommunikation Leipzig, Institut für Kommunikationstechnik, Prof. Dr.-Ing. Oliver Jokisch, Leipzig, 2. - 4. März 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, 2016 . - 2016, S. 392-401
Tendencies regarding the effect of emotional intensity in inter corpus phoneme-level speech emotion modelling
In: 2016 IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP)/ IEEE Image, Video, and Multidimensional Signal Processing Workshop - Piscataway, NJ: IEEE; IEEE Image, Video, and Multidimensional Signal Processing Workshop (12.:2016) . - 2016, insges. 6 S.
2015
Artikel in Kongressband
A new dataset of telephone-based human-human call-center interaction with emotional evaluation
In: Proceedings of the 1st International Symposium on Companion-Technology (ISCT 2015): September 23rd - 25th, Ulm University, Germany, S. 143-148
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, 2015 . - 2015, S. 387-393
Functional analysis of pitch contours for disposition recognition from speech
In: 4. Interdisziplinärer Workshop Kognitive Systeme 2015: Mensch, Teams, Systeme und Automaten: proceedings - Bielefeld, 2015 . - 2015, insges. 6 S. ; Kongress: Interdisziplinärer Workshop Kognitive Systeme 4 (Bielefeld : 2015.03.23-25)
Probabilistic breadth used in evaluation of resulting gaussian mixture models
In: 4. Interdisziplinärer Workshop Kognitive Systeme 2015: Mensch, Teams, Systeme und Automaten: proceedings - Bielefeld, 2015 . - 2015, insges. 8 S. ; Kongress: Interdisziplinärer Workshop Kognitive Systeme 4 (Bielefeld : 2015.03.23-25)
Begutachteter Zeitschriftenartikel
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, 2010 . - 2015, insges. 5 S.
Exploratory voice-controlled search for young users - Challenges & Potential Benefits
In: Kognitive Systeme - Duisburg: DuEPublico, 1, insges. 10 S., 2015
Probabilistic breadth as an evaluation measure of gaussian mixture models used for acoustic emotion states
In: Kognitive Systeme - Duisburg: DuEPublico, Duisburg-Essen Publication Online, Universität Duisburg-Essen, 2013 . - 2015, 2, insges. 8 S.
Buchbeitrag
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 / [26. Konferenz \"Elektronische Sprachsignalverarbeitung\"]. Günther Wirsching (Hrsg.). [Mitw. Förderverein Elektronische Sprachsignalverarbeitung e.V. Tagungsort Katholische Universität Eichstätt-Ingolstadt. Tagungsorganisation Katholische Universität Eichstätt-Ingolstadt, Lehrstuhl für Mathematik-Statistik]: Tagungsband der 26. Konferenz, Eichstätt, 25. - 27. März 2015 - Dresden: TUDpress, 2015 . - 2015, S. 172-179 - (Studientexte zur Sprachkommunikation; 78) ; Kongress: Konferenz \"Elektronische Sprachsignalverarbeitung 26 (Eichstätt : 2015)
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, 2015 . - 2015, S. 75-100
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, 2015 . - 2015, S. 470 - 476
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: second international workshop, MA3HMI 2014, held in conjunction with INTERSPEECH 2014, Singapore, Singapore, September 14, 2014 ; revised selected papers - Cham [u.a.]: Springer, 2015; Böck, Ronald . - 2015, S. 57-66 - (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, 2015; Hartmann, Kim . - 2015, S. 1-2
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)
Emotion and disposition detection in medical machines - chances and challenges
In: Machine Medical Ethics - Cham: Springer, 2015; van Rysewyk, Simon Peter . - 2015, S. 317-339
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 / sponsored by: ACM SIGCHI: November 9 - 13, 2015, Seattle, Washington/ ICMI - New York, NY: ACM, 2015 . - 2015, S. 199-202
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, 2015 . - 2015, S. 83-88 ; Kongress: CogInfoCom 6 (Györ, Ungarn : 2015.10.19-21)
Recognising emotional evolution from speech
In: Proceedings of the International Workshop on Emotion Representations and Modelling for Companion Technologies - New York, NY: ACM, 2015; Hartmann, Kim . - 2015, S. 13-18
Dissertation
Emotional and user-specific cues for improved analysis of naturalistic interactions
In: Magdeburg, Univ., Fak. für Elektrotechnik und Informationstechnik, Diss., 2015: Magdeburg, XIX, 266 S., graph. Darst.
Herausgeberschaft
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)
2014
Artikel in Kongressband
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)
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 / eds.: Jens Edlund; Dirk Heylen; Patrizia Paggio: LREC 2014 ; Reykjavik, 27. Mai 2014 - Reykjavik, 2014; Edlund, Jens . - 2014, S. 13-16
Begutachteter Zeitschriftenartikel
Analysis of significant dialog events in realistic human-computer interaction
In: Journal on multimodal user interfaces - Berlin: Springer, 2007, Bd. 8.2014, 1, S. 75-86
Investigation of speaker group-dependent modelling for recognition of affective states from speech
In: Cognitive Computation - New York, NY: Springer, 2009, 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, 1989, 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, 1986, Bd. 28.2014, 2, S. 483-500
Buchbeitrag
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)
Investigating the form-function-relation of the discourse particle hm in a naturalistic human-computer interaction
In: 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/ Bassis - Cham: Springer International Publishing, 2014; Bassis, Simone . - 2014, S. 387-394 - (Smart Innovation, Systems and Technologies; 26)
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, 2014 . - 2014, insges. 6 S.
Nicht begutachteter Zeitschriftenartikel
Companion-Systeme - interaktive, kognitive Informationstechnik
In: Mitteldeutsche Mitteilungen - Forum technisch-wissenschaftlicher Vereine und Verbände: Informationen aus Wirtschaft, Wissenschaft, Gesellschaft : Forum der technisch-wissenschaftlichen Vereine und Verbände Sachsen-Anhalts - Magdeburg: VDI, Landesverband Sachsen-Anhalt, 1999, Bd. 23.2014, 3, S. 12-13
2013
Begutachteter Zeitschriftenartikel
Inter-rater reliability for emotion annotation in human-computer interaction - comparison and methodological improvements
In: Journal on multimodal user interfaces - Berlin: Springer, 2007 . - 2013
Modelling of emotional development within human-computer-interaction
In: Kognitive Systeme. - Duisburg : DuEPublico, 1, insges. 8 S., 2013
Buchbeitrag
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, 2013 . - 2013, 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, 2013 . - 2013, S. 301-309 - (Lecture notes in computer science; 8008) ; Kongress: HCI International 15 (Las Vegas, Nev. : 2013.07.21-26)
Auto-encoder pre-training of segmented-memory recurrent neural networks
In: Proceedings: Bruges, Belgium, April 24 - 25 - 26, 2013 / [organised in collaboration with: UCL (Université Catholique de Louvain, Louvain-la-Neuve); KULeuven (Katholiek Universiteit Leuven). Ed.: Michel Verleysen]: Bruges, Belgium, April 24 - 25 - 26, 2013 - Louvain-la-Neuve: Ciaco, 2013 . - 2013, S. 29 ; Kongress: ESANN 21 (Bruges : 2013.04.24-26)
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)
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, 2013; Qin, Zengchang . - 2013, S. 13-22 - (Lecture notes in computer science; 8032)
Determining the smallest emotional unit for level of arousal classification
In: Konferenz: 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, Geneva, Switzerland, 02-05 September 2013, Humaine Association Conference on Affective Computing and Intelligent Interaction (ACII), 2013 - Piscataway, NJ: IEEE . - 2013, S. 734-739
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
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)
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)
Solving number series with simple recurrent networks
In: Konferenz: 5th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2013, Mallorca, Spain, June 10-14, 2013, Natural and artificial models in computation and biology - Berlin [u.a.]: Springer; Ferrández Vicente, José Manuel . - 2013, S. 412-420 - (Lecture notes in computer science; volume 7930)
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, 2013 . - 2013, S. 381-390 - (Lecture notes in computer science; 8008) ; Kongress: HCI International 15 (Las Vegas, Nev. : 2013.07.21-26)
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
Implicit sequence learning in recurrent neural networks
In: Magdeburg, Univ., Fak. für Elektrotechnik und Informationstechnik, Diss., 2013, VIII, 132 S., graph. Darst.
Multimodal automatic user disposition recognition in human-machine interaction
In: Magdeburg, Univ., Fak. für Elektrotechnik und Informationstechnik, Diss., 2013: Magdeburg, XVII, 206 S., graph. Darst.
Herausgeberschaft
Joint proceedings of the 2013th T2CT and CCGL workshops
In: Magdeburg: Otto von Guericke University Magdeburg, 2013, 1 CD-R, 12 cm ; Kongress: Workshop \"Techniques Towards Companion Technologies\", T2CT 13 (Edinburgh, UK : 2013.08.28)
2012
Abstract
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
Artikel in Kongressband
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, 2012 . - 2012, S. 103-107
Begutachteter Zeitschriftenartikel
Majority decisions in overlapping committees and asymptotic size of dichotomies
In: SIAM journal on discrete mathematics/ Society for Industrial and Applied Mathematics - Philadelphia, Pa.: Soc., 1988, Bd. 26.2012, 4, S. 1537-1549
Buchbeitrag
A companion technology for cognitive technical systems
In: Cognitive behavioural systems - Berlin [u.a.]: Springer; Esposito, Anna . - 2012, S. 89-103 - (Lecture Notes in Computer Science; 7403)
Applying the speaking rate in a hierarchical classifier for emotion recognition from speech
In: Elektronische Sprachsignalverarbeitung 2012 - Dresden: TUDpress Verl. der Wiss.; Wolff, Matthias . - 2012, 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 - Dresden: TUDpress Verl. der Wiss.; Wolff, Matthias . - 2012, S. 220 - (Studientexte zur Sprachkommunikation; 64) ; Kongress: Konferenz Elektronische Sprachsignalverarbeitung 23 (Cottbus : 2012.08.29-31)
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)
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 / sponsored by INSTICC, Institute for Systems and Technologies of Information, Control and Communication. [Ed. by Agostinho Rosa, ...] - [S.l.]: SciTePress; Rosa, Agostinho . - 2012, S. 451-456 ; Kongress: IJCCI 4 (Barcelona, Spain : 2012.10.05-07)
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, 2012 . - 2012, S. 4625-4628
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 . - 2012, 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, 2012 . - 2012, S. 59-64
Investigation of hierarchical classification for simultaneous gender and age recognition
In: Elektronische Sprachsignalverarbeitung 2012 - Dresden: TUDpress Verl. der Wiss.; Wolff, Matthias . - 2012, S. 58 - (Studientexte zur Sprachkommunikation; 64) ; Kongress: Konferenz Elektronische Sprachsignalverarbeitung 23 (Cottbus : 2012.08.29-31)
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)
Modeling users' mood state to improve human-machine-interaction
In: Cognitive behavioural systems - Berlin [u.a.]: Springer; Esposito, Anna . - 2012, S. 273-279 - (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. . - 2012, insges. 10 S. ; Kongress: AHFE Conference 4 (San Francisco : 2012.07.21-25)
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
The Influence of Context Knowledge for Multimodal Annotation
In: Joint proceedings of the IVA 2012 workshops - Santa Cruz, California, September 15, 2012 - Magdeburg: Univ. . - 2012, 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 . - 2012, S. 248-253 ; Kongress: ICME (Melbourne, Australia : 2012.07.09-13)
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 / eds. Nicoletta Calzolari: May 23-25, 2012 - ELRA, 2012; Calzolari, Nicoletta . - 2012, S. 3064-3069 ; Kongress: LREC 2010 8 (Istanbul, Turkey : 2012.05.23-25)
Herausgeberschaft
Joint proceedings of the IVA 2012 workshops - Santa Cruz, California, September 15, 2012
In: Magdeburg: Univ., 2012, 1 CD-ROM (PDF-Datei: 108 S.), 12 cm ; Kongress: International Conference on Intelligent Virtual Agents 12 (Santa Cruz, Calif. : 2012.09.12-15)
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
2011
Abstract
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 / Technische Universität Dresden, Institut für Akustik und Sprachkommunikation. [Ed. by Anna Esposito ...]: 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, 2011; Esposito, Anna . - 2011, S. 34 ; [Kongress: COST 2102 Final Conference, Dresden, Germany, February 21 - 25, 2011]
Artikel in Kongressband
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, 2011 . - 2011, S. 308-315
Buchbeitrag
A processing tool for emotionally coloured speech
In: 2011 IEEE International Conference on Multimedia and Expo: ICME 2011 ; electronic proceedings - Piscataway, NJ: IEEE, 2011; Chen, Irene, 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; Chen, Irene, 2011, paper 419, 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, 2011; Pt. 1 . - 2011, S. 25-34 - (Lecture notes in computer science; 6974) ; Kongress: ACII 4 (Memphis, TN : 2011.10.09-12)
Multi-modal fusion with particle filter for speaker localization and tracking
In: 2011 International Conference on Multimedia Technology ; Vol. 7 - Piscataway, NJ: IEEE, 2011; Vol. 7 . - 2011, S. 6450-6453 ; Kongress: ICMT (Hangzhou, China : 2011.07.26-28)
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; Chen, Irene, 2011, paper 631, insgesamt 6 S. ; Kongress: ICME (Barcelona, Spain : 2011.07.11-15) ; [Beitrag auf USB-Stick]
Dissertation
Emotion recognition within spoken dialog systems
In: Magdeburg, Univ., Fak. für Elektrotechnik und Informationstechnik, Diss., 2011, XXVII, 179 S., Ill., graph. Darst.
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
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)
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)
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
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
Modeling affected user behavior during human-machine interaction
In: Proceedings of the 5th International Conference Speech prosody 2010 - Chicago . - 2010, insges. 4 S. ; Kongress: International Conference on Speech Prosody 5 (Chicago, Ill. : 2010.05.11-14)
Buchbeitrag
Adaptive beamforming in speaker diarization
In: Proceedings - Berlin . - 2010, insges. 9 S.
Determining optimal signal features and parameters for HMM-based emotion classification
In: 15th IEEE Mediterranian Electromechanical Conference - IEEE . - 2010, S. 1586-1590 ; Kongress: Melecon 2010 15 (Valletta, Malta : 2010.04.25-28)
Developing an expressive speech labeling tool incorporating the temporal characteristics of emotion
In: Proceedings of the 7th International Conference on Language Resources and Evaluation: Workshops & Tutorials May 17-18, May 22-23, Main Conference May 19-21, Valletta - Paris: ELRA, 2010 . - 2010, S. 1172-1175
Implicit sequence learning - a case study with a 4-2-4 encoder simple recurrent network
In: IJCCI 2010 - Setúbal: SciTePress . - 2010, S. 279-288 ; Kongress: ICNC 2010 (Valencia, Spain) ; 2010.10.24-26
Dissertation
Machine learning with Lipschitz classifiers
In: Magdeburg, Univ., Fak. für Elektrotechnik und Informationstechnik, Diss., 2010, VII, 200 S., graph. Darst.
Originalartikel in begutachteter internationaler Zeitschrift
A simple recurrent network for implicit learning of temporal sequences
In: Cognitive computation - New York, N.Y.: Springer, 2009, Bd. 2.2010, 4, S. 265-271
A simple recurrent network for implicit learning of temporal sequences
In: Cognitive Computation . - New York, NY : Springer, insges. 7 S.
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
Temporal context and conditional associative learning
In: BMC neuroscience - London: BioMed Central, Bd. 11 (2010), insges. 15 S.
Temporal context and conditional associative learning
In: BMC Neuroscience
Originalartikel in begutachteter nationaler Zeitschrift
Von kognitiven technischen Systemen zu Companion-Systemen
In: Künstliche Intelligenz . - Berlin : Springer, insges. 5 S.
Originalartikel in begutachteter zeitschriftenartiger Reihe
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
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]
Knowledge engineering with didactic knowledge first steps towards and ultimate goal
In: Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference/ Florida AI Research Society - Menlo Park, Calif.: AAAI Press; Lane, H. Chad . - 2009, insges. 6 S. ; Kongress: International FLAIRS Conference 22 (Sanibel Island, Fla. : 2009.05.19-21)
Buchbeitrag
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
Application of HMMs for the recognition of emotional sequences in the valence-arousal space
In: Tagungsband der 20. Konferenz, Dresden, 21. bis 23. September 2009 - Dresden: TUDpress; Hoffmann, Rüdiger . - 2009, S. 200-206 - (Studientexte zur Sprachkommunikation; 53) ; Kongress: ESSV 20 (Dresden : 2009.09.21-23)
Heading toward to the natural way of human-machine interaction - the nimitek project
In: Konferenz: IEEE International Conference on Multimedia and Expo, New York, NY, USA, 28 June 2009 - 03 July 2009, IEEE International Conference on Multimedia and Expo, 2009 - Piscataway, NJ: IEEE . - 2009, S. 950-953
On the influences of feature extration in single emotion recognition in naive vs. acted speech
In: Tagungsband der 20. Konferenz, Dresden, 21. bis 23. September 2009 - Dresden: TUDpress; Hoffmann, Rüdiger . - 2009, S. 207-214 - (Studientexte zur Sprachkommunikation; 53) ; Kongress: ESSV 20 (Dresden : 2009.09.21-23)
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
Analysis of merge criteria within a watershed based segmentation algorithm
In: 2nd International Conference on Adaptive Science &amp; Technology, ICAST 2009 . - IEEE, ISBN 978-1-424-43523-4, S. 250-256 ; Kongress: ICAST; 2 (Ghana) : 2009.12.14-16
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
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
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
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
A priori evaluation & refinement of curricula by data mining over storyboards
In: Proceedings of the twenty-first FLAIRS conference: Coconut Grove, Florida, USA, 15 - 17 May 2008 - AAAI Press . - 2008, S. 335-340 ; Kongress: FLAIRS 21 (Coconut Grove, Fla. : 2008.05.15-17)
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
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
Emotional speech in robot controlling
In: 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: Düsseldorf, Germany, May 16 - 17, 2008 ; 3rd joined research workshop between Otto-von-Guericke University Magdeburg and the University of Applied Sciences FH Düsseldorf/ Workshop on Emotion, Speech and Face Recognition with Advanced Classifiers - Magdeburg: Univ.; Wendemuth, Andreas . - 2008, S. 29-37 ; Kongress: Workshop on Emotion-, Speech- and Face Recognition with Advanced Classifiers 3 (Düsseldorf, Germany : 2008.05.16-17)
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
Knowledge mining for supporting learning processes
In: 2008 IEEE International Conference on Systems, Man and Cybernetics: SMC 2008 ; 12 - 15 October, 2008, Singapore ; conference digest - Piscataway, NJ: IEEE Service Center . - 2008, S. 2615-1621 ; Kongress: SMC 2008 (Singapore : 2008.10.12-15)
Methods for path evaluation in dynamic storyboards
In: Proceedings: Santander, Spain, 1 - 5 July 2008 / sponsored by IEEE Computer Society; IEEE Technical Committee on Learning Technology. Ed.: Paloma Díaz ...: Santander, Spain, 1 - 5 July 2008/ International Conference on Advanced Learning Technologies - Los Alamitos, Calif. [u.a.]: IEEE Computer Soc.; Díaz, Paloma . - 2008, S. 614-616 ; Kongress: ICALT 8 (Santander, Spain : 2008.07.01-05)
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
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
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
Survey of state-of-the-art speech recognition technology
In: 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: Düsseldorf, Germany, May 16 - 17, 2008 ; 3rd joined research workshop between Otto-von-Guericke University Magdeburg and the University of Applied Sciences FH Düsseldorf/ Workshop on Emotion, Speech and Face Recognition with Advanced Classifiers - Magdeburg: Univ.; Wendemuth, Andreas . - 2008, S. 73-78 ; Kongress: Workshop on Emotion-, Speech- and Face Recognition with Advanced Classifiers 3 (Düsseldorf, Germany : 2008.05.16-17)
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
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
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. ; Kongress: Workshop on Emotion-, Speech- and Face Recognition with Advanced Classifiers 3 (Düsseldorf : 2008.05.16-17)
Originalartikel in begutachteter zeitschriftenartiger Reihe
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
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
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
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
Dynamics of temporal difference learning
In: Twentieth International Joint Conference on Artificial Intelligence, IJCAI-07 - IJCAI . - 2007, insges. 6 S. ; Kongress: IJCAI 19 (Hyderabad, India : 2007.01.06-12)
Updates for nonlinear discriminants
In: Twentieth International Joint Conference on Artificial Intelligence, IJCAI-07 - IJCAI . - 2007, insges. 6 S. ; Kongress: IJCAI 19 (Hyderabad, India : 2007.01.06-12)
Buchbeitrag
Acoustic modeling for a speaker-independent telephone-based spoken dialog system
In: The XII International Conference \"Speech and Computer\", SPECOM 2007 ; Vol. 2 - Moscow; Potapova, R. K. Vol. 2 . - 2007, S. 469-474 ; Kongress: SPECOM 2007 12 (Moscow : 2007.10.15-18)
Combining frame and turn-level information for robust recognition of emotions within speech
In: Eighth Annual Conference of the International Speech Communication Association - ISCA . - 2007, S. 2249-2253 ; Kongress: Annual Conference of the International Speech Communication Association 8 (Antwerp, Belgium : 2007.08.27-31)
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 . - 2007, S. 596-600 ; Kongress: ASRU 2007 (Kyoto, Japan : 2007.12.09-13)
Discriminative Kernel classifiers in speaker recognition
In: Fortschritte der Akustik - Berlin: Dt. Ges. für Akustik . - 2007, insges. 2 S. ; Kongress: DAGA 33 (Stuttgart : 2007.03.19-22)
Gender recognition and Gender-based acoustic model adaptation for telephone-based spoken dialog system
In: Elektronische Sprachsignalverarbeitung - Dresden . - 2007, insges. 8 S. ; Kongress: Konferenz \"ESSV 2007\" 18 (Cottbus : 2007.09.10-12)
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 . - 2007, insges. 8 S. ; Kongress: International Conference on Artificial Intelligence and Statistics 11 (San Juan : 2007.03.21-24)
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 . - 2007, insges. 6 S. ; Kongress: SIP (Honolulu, Hawaii : 2007.08.20-22)
Support vector machines as acoustic models in speech recognition
In: Fortschritte der Akustik - Berlin: Dt. Ges. für Akustik . - 2007, insges. 2 S. ; Kongress: DAGA 33 (Stuttgart : 2007.03.19-22)
Telephone-based spoken dialog system using HTK-based speech recognizer and voiceXML
In: Fortschritte der Akustik - Berlin: Dt. Ges. für Akustik . - 2007, insges. 1 S. ; Kongress: DAGA 33 (Stuttgart : 2007.03.19-22)
Tuning Hidden Markov model for speech emotion recognition
In: Fortschritte der Akustik - Berlin: Dt. Ges. für Akustik . - 2007, insges. 1 S. ; Kongress: DAGA 33 (Stuttgart : 2007.03.19-22)
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; Kinshuk . - 2007, S. 235-242 ; Kongress: CELDA 2007 (Algarve, Portugal : 2007.12.07-09)
Originalartikel in begutachteter zeitschriftenartiger Reihe
Frame vs. turn-level - emotion recognition from speech considering static and dynamic processing
In: Affective computing and intelligent interaction: second international conference, ACII 2007, Lisbon, Portugal, September 12-14, 2007 ; proceedings / Ana Paiva; Rui Prada; Rosalind W. Picard (eds.) - Berlin: Springer, 2007 . - 2007, insges. 10 S. - (Lecture notes in computer science; 4738) ; Kongress: ACII 2 (Lisbon : 2007.09.12-14)
Maximum margin classification on Convex euclidean metric spaces
In: Computer recognition systems ; 2 - Berlin [u.a.]: Springer, 2007 . - 2007, insges. 8 S. - (Advances in soft computing; 45)
2006
Artikel in Kongressband
Support vector machines for postprocessing of speech recongnition hypotheses
In: International Conference on Telecommunications &amp; Multimedia, TEMU 2006 - Heraklion . - 2006, insges. 11 S. ; Kongress: TEMU (Heraklion, Greece : 2006.07.05-07)
Buchbeitrag
A hybrid HMM-based speech recognizer using Kernel-based discriminants as acoustic models
In: Proceedings/ International Conference on Pattern Recognition - Los Alamitos, Calif. [u.a.]: IEEE Computer Society . - 2006, insges. 4 S. ; Kongress: International Conference on Pattern Recognition 18 (Hong Kong : 2006.08.20-24)
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
Mixture of support vector machines for HMM based speech recognition
In: Proceedings/ International Conference on Pattern Recognition - Los Alamitos, Calif. [u.a.]: IEEE Computer Society . - 2006, insges. 4 S. ; Kongress: International Conference on Pattern Recognition 18 (Hong Kong : 2006.08.20-24)
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 . - 2006, insges. 6 S. ; Kongress: IEEE Odyssey - the Speaker and Language Recognition Workshop (San Juan, PR : 2006.06.28-30)
Originalartikel in begutachteter internationaler Zeitschrift
Kernel least squares models using updates of the pseudoinverse
In: Neural computation - Cambridge, Mass.: MIT Press, Bd. 18 (2006), S. 2928-2935
Originalartikel in begutachteter nationaler Zeitschrift
Computer hört aufs Wort
In: Magdeburger Wissenschaftsjournal / Otto-von-Guericke-Universität Magdeburg - Magdeburg: Der Rektor der Otto-von-Guericke-Universität, Bd. 11 (2006), 1/2, S. 3-12
Originalartikel in begutachteter zeitschriftenartiger Reihe
Limited training data robust speech recognition using Kernel-based acoustic models
In: 2006 IEEE International Conference on Acoustics, Speech and Signal Processing, 2006, ICASSP 2006/ ICASSP - Piscataway, NJ: IEEE Operations Center, 2006 . - 2006, insges. 4 S.
Speaker identification and verification using support vector machines and sparse Kernel logistic regression
In: Advances in machine vision, image processing, and pattern analysis - Berlin: Springer, 2006 . - 2006, S. 176-184 - (Lecture notes in computer science; 4153) ; Kongress: IWICPAS (Xi\'an : 2006.08.26-27)
2005
Buchbeitrag
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)
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)
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)
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
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
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)
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)
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
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
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
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)
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)
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
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
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)
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
Neural networks revisted : a statistical view on optimization and generalization.
In: MCFA annals : the Marie Curie Fellowships annals [Brüssel] 2(2002), S.?