Search Results for author: Giulio Tosato

Found 2 papers, 2 papers with code

Auto deep learning for bioacoustic signals

1 code implementation8 Nov 2023 Giulio Tosato, Abdelrahman Shehata, Joshua Janssen, Kees Kamp, Pramatya Jati, Dan Stowell

This study investigates the potential of automated deep learning to enhance the accuracy and efficiency of multi-class classification of bird vocalizations, compared against traditional manually-designed deep learning models.

Audio Classification Feature Engineering +2

EEG Synthetic Data Generation Using Probabilistic Diffusion Models

1 code implementation6 Mar 2023 Giulio Tosato, Cesare M. Dalbagno, Francesco Fumagalli

Electroencephalography (EEG) plays a significant role in the Brain Computer Interface (BCI) domain, due to its non-invasive nature, low cost, and ease of use, making it a highly desirable option for widespread adoption by the general public.

Brain Computer Interface Data Augmentation +3

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