Projects under my supervision are available for the following categories:
Master's Degree Theses
The proposals you can find here are research projects, mainly on deep learning and AI applications. Projects may potentially lead to a publication and can last from 4 to 6 months.
External Theses and Intership at Companies
The proposals you can find here are industrial projects, and may vary in the modality according to the company agreements, e.g., paid or not, at company or university. External theses usually require a high average grade.
Bachelor's Degree Theses
The proposals you can find here are compilative projects, in which some advanced aspects or emerging research trends can be investigated from circuit theory to machine learning and related applications.
Honours Programme Projects
The proposals you can be assigned for honours programme are research projects drawn from the topics described in this Classroom or other activities like building new research datasets (see for example the L3DAS project).
Below you can find some general thesis topics. However, the complete list of the available projects is available upon request.
You can also take a look at an archive of already defended thesis projects.
GENERAL THESIS TOPICS
Deep Generative Models
Hypercomplex Neural Networks
Self-Supervised Learning Models
AI for Audio, Speech, and Music Applications
AI for Image Analysis and Synthesis
AI for Smart Grids, Energy, and Water Metering
AI for Industrial Applications
AI for Communications
AI Modelling of Complex Systems
Nonlinear Adaptive Filters