Juliane Höbel-Müller

M.Sc. Juliane Höbel-Müller

Otto von Guericke University Magdeburg
Faculty of Computer Science
Institut für Technische und Betriebliche Informationssysteme (ITI)
Gebäude 29, Universitätsplatz 2, 39106, Magdeburg, G29-002
Research

Research Areas:

  • Machine Learning
  • Speech Emotion Recognition

Knowledge and Application Experience:

  •     Human-Machine Interaction, User Behavior Modeling and Voice Analysis
  •     Computer Visualistics, Medical Image Processing and Digital Signal Processing
  •     Room Acoustics Analysis and Robotics

Current Project:

Previous Projects:

Publications

2023

Book chapter

Acoustic inter- and intra-room similarity based on room acoustic parameters

Treybig, Lukas; Höbel-Müller, Juliane; Werner, Stephanie; Nürnberger, Andreas

In: Engineering for a changing world - Ilmenau : ilmedia ; Sattler, Kai-Uwe *1968-* . - 2023, S. 1-15, Artikel 5.2.136

Article in conference proceedings

Approach for exploring a search map through audible landmarks in Virtual Reality

Klein, Florian; Höbel-Müller, Juliane; Polley, Sayantan; Werner, Stephan; Nürnberger, Andreas

In: DAGA 2023 - Berlin : Deutsche Gesellschaft für Akustik e.V., S. 1617-1619, ISBN: 978-3-939296-21-8

2021

Article in conference proceedings

ExDocS - evidence based explainable document search

Polley, Sayantan; Janki, Atin; Thiel, Marcus; Hoebel-Mueller, Juliane; Nürnberger, Andreas

In: Konferenz: SIGIR Workshop: Causality in Search and Recommendation '21, online, July 2021, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021, insges. 8 S.

2020

Book chapter

Filtering-based analysis of spectral and temporal effects of room modes on low-level descriptors of emotionally coloured speech

Gottschalk, Martin; Höbel-Müller, Juliane; Siegert, Ingo; Verhey, Jesko L.; Wendemuth, Andreas

In: Elektronische Sprachsignalverarbeitung 2020 - Tagungsband der 31. Konferenz Magdeburg : Magdeburg, 4.-6. März 2020 / Konferenz "Elektronische Sprachsignalverarbeitung" , 2020 - Dresden : TUDpress ; Wendemuth, Andreas, S. 219-226 - (Studientexte zur Sprachkommunikation; 95)

Book chapter

Investigation of the influence of standing waves on distant speech emotion recognition

Höbel-Müller, Juliane; Siegert, Ingo; Gottschalk, Martin; Heinemann, Ralph; Wendemuth, Andreas

In: Fortschritte der Akustik - DAGA 2020 - Berlin : Deutsche Gesellschaft für Akustik e.V. (DEGA), S. 822-825

Mittelstand-Digital

As part of the Mittelstand-Digital Zentrum Magdeburg project, I give AI-related consultations, talks, seminars, workshops and digitization projects. The event formats on artificial intelligence and machine learning can be found at https://www.digitalzentrum-magdeburg.de/veranstaltungsformate/. The Mittelstand-Digital Zentrum Magdeburg supports small and medium-sized enterprises (SMEs for short) on their digital transformation journey towards competitive products and services, innovative business models and efficient value creation networks.

You can find more information about the Mittelstand-Digital Zentrum Magdeburg at https://www.digitalzentrum-magdeburg.de/.

The SME Digital Network offers comprehensive support for digitalization with its SME Digital Centres, the IT-Sicherheit in der Wirtschaft Initiative and Digital Now. Small and medium-sized enterprises benefit from concrete practical examples and tailor-made, provider-neutral offers for qualification and IT security. The Federal Ministry for Economic Affairs and Climate Protection enables free use and provides financial subsidies.

Further information about the SME Digital Network can be found at https://www.mittelstand-digital.de.

Student Qualification Work

I am happy to supervise work by students who are interested in a scientific and respectful exchange. Currently, I am supervising the following student qualification work:

Winter Term 2023/ 2024

Mauricio Soltmann - Anomaly detection in data from an automatic vehicle location system.
Bachelor thesis (in collaboration with NASA GmbH).

Leon Schaper - Investigation of chatbot-supported palliative care management.
Bachelor thesis (in collaboration with StatConsult GmbH).

I have supervised the following completed student qualification work:

Summer Term 2023

Manali Mahadeo Thakur - Call Volume Forecasting: Clustering-Based Regression With Prior Knowledge.
Master thesis.

Kilian Pößel - Collision Avoidance Control of An Overhead Crane: Indoor Person Detection in Top-View RGB-D Images.
Master thesis (in collaboration with Polarith GmbH).

Winter Term 2022/ 2023

Jonas Rössler - A Literature Study and Qualitative Survey about the Use of Chatbots in the Workplace in SMEs.
Bachelor thesis (in collaboration with LOOMA GmbH).

Rabi Kumar K C - Feature Extraction and Selection in Imbalanced Electrocardiogram Data for Fear and Sadness Classification.
Master thesis.

Summer Term 2022

Nepomuk Markarian - Analysis of the Influence of Emotion Intensity on Bimodal Fear and Sadness Classification Models Using Electrocardiogram and Electrodermal Signals.
Bachelor thesis.

Ankit Mukherjee - Data Preparation, Analysis and Initial Model Evaluation: Anomaly Detection in Audio Data Streams during Wire-Arc Additive Manufacturing.
Internship at Siemens.

Last Modification: 26.01.2024 - Contact Person: