Olga Egorow

M.Sc. Olga Egorow

Faculty of Electrical and Information Technology
Cognitive Systems Group
Research Assistent
Universitätsplatz 2, 39106, Magdeburg, G03-324
Vita

CV

 

Since 03/2015 Research assistant in the Cognitive Systems Group
01/2015 Master of Science in Computer Science
Topic Master Thesis: Automatic Localisation of Filled Pauses in the LAST MINUTE Corpus
08/2012 - 08/2014 Student research assistent in the Cognitive Systems Group
06/2012 Bachelor of Science in Computer Science
10/2008 Student in Computer Science, Otto-von-Guericke-Universität Magdeburg

Research Interests

Emotion Recognition, User State Recognition, Behaviour Modelling, Aritificial Intelligence

Teaching

Summer Term: Digital Information Processing (Lab), Pattern Recognition I (Tutorium)

Miscellaneous

PGP public key

Projects

Completed projects

MOD 3D (within 3Dsensation): Modelling of temporal sequences of behavior and action intentions from multimodal 3D-Data (Extended Project)
Duration: 01.01.2018 bis 31.12.2019

The alliance 3Dsensation provides machines, through innovative 3D technologies, with the ability of visual recording and interpretation of complex scenarios.

Consequently machines become situational acting partners and personalized human assistants.
This new form of human-machine interaction enables access to living and working environments, regardless of age and physical capacity.

MOD-3D is going to investigate modeling of temporal sequences of behavior and action intentions
from multimodal 3D-Data and to analyze prospective improvements with regards to that.

View project in the research portal

SFB / Transregio 62: Recognition of emotion from speech
Duration: 31.12.2012 bis 31.12.2016

Emotions will be recognized from  speech. Features are subsymbolic and biologically inspired. Emotion classes are being identified.  Fusion with other information sources will give
advanced classification results. Intention recognition is a further goal. Emotional Speech will be provoked. Emotion-annotated data bases will be generated.

View project in the research portal

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, 2020, I, xv, 143 Seiten, Illustrationen, Diagramme, 30 cm

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)

Book chapter

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]

Book chapter

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]

Book chapter

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]

Book chapter

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]

Book chapter

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]

Book chapter

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]

Book chapter

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]

Book chapter

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]

Book chapter

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]

Book chapter

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)

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