A new approach to recognition of human emotions using brain signals and music stimuli
Sign Up to like & getrecommendations! Published in 2021 at "Applied Acoustics"
DOI: 10.1016/j.apacoust.2020.107840
Abstract: Abstract It is widely accepted that the music can create and evoke a wide variety of emotions in the listener. However, music is an audio signal consisting of a wide variety of complex components that… read more here.
Keywords: recognition; music; emotion recognition; using brain ... See more keywords
Strengthening Robustness Under Adversarial Attacks Using Brain Visual Codes
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3204995
Abstract: The vulnerability of computational models to adversarial examples highlights the differences in the ways humans and machines process visual information. Motivated by human perception invariance in object recognition, we aim to incorporate human brain representations… read more here.
Keywords: adversarial attacks; brain; using brain; attacks using ... See more keywords
A Novel Automatic Audiometric System Design Based on Machine Learning Methods Using the Brain’s Electrical Activity Signals
Sign Up to like & getrecommendations! Published in 2023 at "Diagnostics"
DOI: 10.3390/diagnostics13030575
Abstract: This study uses machine learning to perform the hearing test (audiometry) processes autonomously with EEG signals. Sounds with different amplitudes and wavelengths given to the person tested in standard hearing tests are assigned randomly with… read more here.
Keywords: machine; machine learning; brain; using brain ... See more keywords