Publications
2020
Book chapter
Machine learning-assisted affect labelling of speech data
Requardt, Alicia Flores; Egorow, Olga; Wendemuth, Andreas
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)
Dissertation
Accessing the interlocutor - recognition of interaction-related interlocutor states in multiple modalities
Egorow, Olga; Wendemuth, Andreas; Diedrich, Christian
In: Magdeburg, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Elektrotechnik und Informationstechnik 2020, I, xv, 143 Seiten [Literaturverzeichnis: Seite 117-143][Literaturverzeichnis: Seite 117-143]
2019
Book chapter
Anticipating the user - acoustic disposition recognition in intelligent interactions
Böck, Ronald; Egorow, Olga; Höbel-Müller, Juliane; Requardt, Alicia Flores; Siegert, Ingo; Wendemuth, Andreas
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)
Employing Bottleneck and convolutional features for speech-based physical load detection on limited data amounts
Egorow, Olga; Mrech, Tarik; Weißkirchen, Norman; Wendemuth, Andreas
In: Interspeech 2019: 15-19 September 2019, Graz - International Speech and Communication Association, 2019; Kubin, Gernot . - 2019, S. 1666-1670[Interspeech 2019, Graz, 15-19 September 2019]
Peer-reviewed journal article
On emotions as features for speech overlaps classification
Egorow, Olga; Wendemuth, Andreas
In: IEEE transactions on affective computing/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE, 2010 . - 2019[Online first]
2018
Book chapter
Improving emotion recognition performance by random-forest-based feature selection
Egorow, Olga; Siegert, Ingo; Wendemuth, Andreas
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]
Acoustic detection of consecutive stages of spoken interaction based on speaker-group specific features
Böck, Ronald; Egorow, Olga; Wendemuth, Andreas
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]
Voice Assistant Conversation Corpus (VACC) - a multi-scenario dataset for addressee detection in human-computer-interaction using Amazon's ALEXA
Siegert, Ingo; Krüger, Julia; Egorow, Olga; Nietzold, Jannik; Heinemann, Ralph; Lotz, Alicia Flores
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[Workshop: LREC 2018 Workshop LB-ILR2018 and MMC2018 Joint Workshop, Miyazaki, Japan, 7 May 2018]
Utilizing psychoacoustic modeling to improve speech-based emotion recognition
Siegert, Ingo; Lotz, Alicia Flores; Egorow, Olga; Wolff, Susann
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]
2017
Book chapter
Accelerating manual annotation of filled pauses by automatic pre-selection
Egorow, Olga; Lotz, Alicia Flores; Siegert, Ingo; Böck, Ronald; Krüger, Julia; Wendemuth, Andreas
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.[Konferenz: 2017 International Conference on Companion Technology (ICCT), Ulm, Germany, 11.-13. September 2017]
Improving speech-based emotion recognition by using psychoacoustic modeling and analysis-by-synthesis
Siegert, Ingo; Lotz, Alicia Flores; Egorow, Olga; Wendemuth, Andreas
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)[Konferenz: 19th International Conference Speech and Computer, SPECOM 2017, Hatfield, UK, September 12-16, 2017]
Emotional features for speech overlaps classification
Egorow, Olga; Wendemuth, Andreas
In: INTERSPEECH 2017: 20-24 August 2017, Stockholm - International Speech and Communication Association, 2017; Lacerda, Francisco . - 2017, S. 2356-2360[Session: Social signals, styles, and interaction; Kongress: INTERSPEECH 2017, Stockholm, 20-14 August 2017]
Speaker-group specific acoustic differences in consecutive stages of spoken interaction
Böck, Ronald; Egorow, Olga; Wendemuth, Andreas
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]
Comparative study on normalisation in emotion recognition from speech
Böck, Ronald; Egorow, Olga; Siegert, Ingo; Wendemuth, Andreas
In: Intelligent human computer interaction / IHCI , 2017 - Cham : Springer ; Horain, Patrick, S. 189-201 - (Lecture Notes in Computer Science; 10688)
Peer-reviewed journal article
Prediction of user satisfaction in naturalistic human-computer interaction
Egorow, Olga; Siegert, Ingo; Wendemuth, Andreas
In: Kognitive Systeme - Duisburg: DuEPublico, Duisburg-Essen Publication Online, Universität Duisburg-Essen, 2013 . - 2017, 1, insges. 9 S.
2016
Book chapter
Modellierung von Verhaltens- und Handlungsintentionsverläufen aus multimodalen 3D-Daten
Egorow, Olga; Wendemuth, Andreas
In: 3D SENSATION - transdisziplinäre Perspektiven: innteract conference - Chemnitz: Verlag aw&l Wissenschaft und Praxis, 2016 . - 2016, S. 88-89[Kongress: Innteract conference 2016, Chemnitz, 23. - 24. Juni, 2016]
Detection of challenging dialogue stages using acoustic signals and biosignals
Egorow, Olga; Wendemuth, Andreas
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[Konferenz: 24th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2016, Plzen, Czech Republic, May 30 - June 3, 2016]
Akustische Marker für eine verbesserte Situations- und Intentionserkennung von technischen Assistenzsystemen
Siegert, Ingo; Lotz, Alicia Flores; Egorow, Olga; Böck, Ronald; Schega, Lutz; Tornow, Michael; Thiers, Angelina; Wendemuth, Andreas
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]
2014
Article in conference proceedings
Application of image processing methods to filled pauses detection from spontaneous speech
Prylipko, Dmytro; Egorow, O.; Siegert, Ingo; Wendemuth, Andreas
In: 15th annual conference of the International Speech Communication Association, INTERSPEECH: Singapore, 14 - 18 September 2014 - International Speech and Communication Association, S. 1816-1820Kongress: INTERSPEECH 15 (Singapore : 2014.09.14-18)