Wissenschafter
Psychoakustik und experimentelle Audiologie
Maschinelles Lernen
Email: roberto.barumerli(at)oeaw.ac.at
Academic background
2021 - Ph.D. in Information Engineering, Dept. of Information Engineering, University of Padova. Supervisor: Prof. Federico Avanzini.
2016 - M.S. in Telecommunication Engineering, Dept. of Information Engineering, University of Padova.
2013 - B.S. in Information Engineering, Dept. of Information Engineering, University of Padova.
During my Ph.D., I have been applying methods from the field of information and communication technology to predict and analyze human performances in localizing sound sources.
Current Research
As a postdoctoral researcher at ISF, I am currently participating in two projects. Within the Dynamates project, I am applying probabilistic inference methods to jointly analyze behavioral and electrophysiological data recorded during a dynamic sound localization task. In the SONICOM project, I am developing auditory models to systematically evaluate perceptual validity of virtual or augmented environments.
Projekte
Publikationen
Publikationen
- Ignatiadis K.; Barumerli R.; Tóth B.; Baumgartner R. (2022) Benefits of individualized brain anatomies and EEG electrode positions for auditory cortex localization. Frontiers in Neuroinformatics for the special issue "From the Ear to the Brain", Bd. 16.
- Barumerli R.; Meijer D.; Baumgartner R. (2022) Joint modeling confirms pupil dilation as neurophysiological marker of Bayesian spatial inference in dynamic auditory environments. Proceedings: A11, Psychoacoustics, ICA 2022. Gyeongju S. 158-160.
- Barumerli R.; Majdak P. (2022) Towards a general probabilistic framework to predict human sound localization. Proceedings: A11, Psychoacoustics, ICA 2022. Gyeongju S. 161-163.
- Barumerli R.; Majdak P.; Geronazzo M.; Avanzini F.; Meijer D.; Baumgartner R. (2022) Evaluation of spatial tasks in virtual acoustic environments by means of modeling individual localization performances. Proceedings: A21, Virtual Acoustics, ICA 2022. Gyeongju S. 64-66.
- Barumerli R.; Majdak P.; Baumgartner R.; Geronazzo M.; Avanzini F. (2020) Evaluation of a human sound localization model based on Bayesian inference. Proceedings of Forum Acusticum 2020, Lyon. Lyon S. 1919-1923.
- Barumerli R.; Majdak P.; Baumgartner R.; Geronazzo M.; Avanzini F. (2020) Predicting Directional Sound-Localization of Human Listeners in both Horizontal and Vertical Dimensions. Audio Engineering Society Convention. Bd. 148.