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Offene Themen


EIHW

Real-time Interface for Speech Emotion Recognition (Bachelor's thesis)
- Alice BairdAdria Mallol-Ragolta

Empathetic Behaviour Analysis with Deep Learning
Jing Han 

Cross-Culture Emotion Recognition in the Wild
Jing Han 

Image Analysis for Food Safety and Health
- Shuo Liu 

iOS/Android App Design: Are You Eating Healthy Food?
Shuo Liu 

Audio-Based Depression Recognition App (seminar/thesis)
Shahin Amiriparian M. Sc. 

Explainable AI for Health Sensing
Dr. Nicholas Cummins 

Tinnitus Objective Diagnostic (project only)
Dr. Nicholas Cummins 

General Topic: Deep Learning for Health Sensing (thesis)
Dr. Nicholas Cummins 

Italian Emotion Recognition
- Adria Mallol-Ragolta 

Sentiment Analysis with Natural Language Processing (literature review)
- Adria Mallol-Ragolta 

Empirical Comparison of Context and Transformer Word Embeddings on Few-Shot Learning Tasks
Lukas Stappen M. Sc. 

Banner and Advertisement Detection and Localisation in Youtube Videos Utilising Pseudo-Supervised Deep Learning
Lukas Stappen M. Sc. 

Multilingual Sentiment Analysis in Text and Video Data (literature review)
Lukas Stappen M. Sc. 

Advances in Few-Shot Learning on Text Data (literature review)
Lukas Stappen M. Sc. 

Unsupervised Neural Topic Detection in Spoken Narratives (literature review)
Lukas Stappen M. Sc. 

Unsupervised Topic and Aspect Detection in Spoken Narratives
Lukas Stappen M. Sc. 

Visual Representation Learning from Text Input
Lukas Stappen M. Sc. 

Text Representation Learning for Matrix CapsNets
 - Lukas Stappen M. Sc. 

Overview of Adaptive Learning-Rate-Based Optimisation Algorithms for Neural Networks (literature review)
Manuel Milling 

Computer Audition

Acoustic Scene Classification
Zhao Ren 

A Survey of Pre-trained CNNs for Computer Audition
Shahin Amiriparian M. Sc. 

Correlation Between Emotion and Deception
Shahin Amiriparian M. Sc. 

General Topic: Body Acoustics Analysis for Healthcare
Dr. Nicholas Cummins 

Audio-Visual Lie Detection (thesis only)
Dr. Nicholas Cummins 

Android-Based Paralinguistic Voice Analysis
Dr. Nicholas Cummins 

Sports Informatics

Sports Ontology (seminar/thesis)
Shahin Amiriparian M. Sc. 

Real-Time Heart Rate Monitoring
Dr. Nicholas Cummins 

Sensor-Less Heart Rate Monitoring
Dr. Nicholas Cummins 

Sports Informatics Data Collection and Analysis (thesis)
Dr. Nicholas Cummins 

Activity Detection from Wearable Devices (thesis)
Dr. Nicholas Cummins