Search Results for author: Mohammad Jalilpour Monesi

Found 4 papers, 1 papers with code

The role of vowel and consonant onsets in neural tracking of natural speech

no code implementations31 Jul 2023 Mohammad Jalilpour Monesi, Jonas Vanthornhout, Hugo Van hamme, Tom Francart

Our results show that vowel-consonant onsets outperform onsets of any phone in both tasks, which suggests that neural tracking of the vowel vs. consonant exists in the EEG to some degree.

EEG

Extracting Different Levels of Speech Information from EEG Using an LSTM-Based Model

2 code implementations17 Jun 2021 Mohammad Jalilpour Monesi, Bernd Accou, Tom Francart, Hugo Van hamme

Decoding the speech signal that a person is listening to from the human brain via electroencephalography (EEG) can help us understand how our auditory system works.

EEG

Predicting speech intelligibility from EEG in a non-linear classification paradigm

no code implementations14 May 2021 Bernd Accou, Mohammad Jalilpour Monesi, Hugo Van hamme, Tom Francart

The accuracy of the model's match/mismatch predictions can be used as a proxy for speech intelligibility without subject-specific (re)training.

EEG

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