e-mail: huzvamat@fel.cvut.cz
office: T2:B2:735
Position:
- PhD student
- Dissertation topic: Optimization of Perceptual Loss Function for Use in Modeling of Nonlinear Audio Effects
- Supervisor: doc. Ing. Stanislav Vitek, Ph.D.
Degrees:
- Ing. and M.Sc.: 2023, Czech Technical University in Prague, Faculty of Electrical Engineering and National Taiwan University of Science and Technology
- Diploma Thesis: Psilobeats: Locating Psilocybin’s Effect on Human Brain in Respect to Music Perception
- Supervisors: Ing. Vlastimil Koudelka, Ph.D. and prof. Yi-Ru Lin
Networks:
- ORCID: 0009-0007-7380-3241
Research area:
- Audio signal processing
- Nonlinear audio effects
- Machine learning in audio applications
Teaching:
- Základy programování (BAB37ZPR, BBB37ZPR)
- Základy multimediální tvorby (B6B39ZMT)
- Audiovizuální technika/Audiovisual Technology ( B2B37AVT, BE2B37AVT)
- Multimédia 1 (BBB39MM1)
Thesis projects for students:
Successfully defended topics:
Use contact information above to contact me in case of interest in a related topic.
Participation in projects:
- SGS26/085/OHK3/1T/13 – Acquisition, Processing, and Analysis of Multidimensional Data on Edge Devices Using Machine Learning Techniques, Grant Agency of the Czech Technical University in Prague.
- 2026
- Proposer
- SGS23/186/OHK3/3T/13 – Acquisition, processing, and display techniques for extended multidimensional imaging modalities, Grant Agency of the Czech Technical University in Prague.
- 2023-2025,
- Team member
Publications:
2025
Hužvár, M.; Vítek, S. Open Dataset for Modeling Nonlinear Systems for Electric Guitar. In: Radioelektronika 2025. Brussels: IEEE, 2025. ISSN 2993-2165. ISBN 979-8-3315-4447-8. DOI: 10.1109/RADIOELEKTRONIKA65656.2025.11008383.