Luan Fiorio
Department / Institute
RESEARCH PROFILE
Luan Fiorio is enrolled in the PhD program of the Signal Processing Systems Group at the Eindhoven University of Technology. His research is focused on audio processing and machine/deep learning.
ACADEMIC BACKGROUND
Luan holds a Bachelor's (2020) and a Master's (2022) degree in Electrical Engineering from Santa Catarina State University, Brazil. His undergraduate research focused on the emulation of tube preamplifiers using neural networks. In his master's thesis, he proposed a robust solution for the Virtual Reference Feedback Tuning (VRFT) method using swarm intelligence algorithms.
Recent Publications
-
Luan Fiorio,Boris Karanov,Bruno Defraene,Johan David,Frans P. Widdershoven,Wim J. van Houtum,Ronald M. Aarts
Spectral Masking With Explicit Time-Context Windowing for Neural Network-Based Monaural Speech Enhancement
IEEE Access (2024) -
Luan Fiorio,Chrystian Remes,Patrick Wheeler,Yales de Novaes
Virtual reference feedback tuning with robustness constraints
Engineering Applications of Artificial Intelligence (2023) -
Luan Vinícius Fiorio,Boris Karanov,Johan David,Wim van Houtum,Frans Widdershoven,Ronald M. Aarts
Semi-Supervised Learning with Per-Class Adaptive Confidence Scores for Acoustic Environment Classification with Imbalanced Data
(2023) -
Luan Fiorio,Chrystian L. Remes,Lucíola Campestrini,Yales R. de Novaes
Data-driven estimation of system norms via impulse response
arXiv (2021) -
Luan Fiorio,Tiago J. May Dezuo,Yales R. de Novaes
Switched Control Applied to a Totem-Pole Bridgeless Rectifier for Power Factor Correction
arXiv (2021)
Ancillary Activities
No ancillary activities