Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385507652> ?p ?o ?g. }
Showing items 1 to 59 of
59
with 100 items per page.
- W4385507652 abstract "To investigate how the auditory system processes natural speech, models have been created to relate the electroencephalography (EEG) signal of a person listening to speech to various representations of the speech. Mainly the speech envelope has been used, but also phonetic representations. We investigated to which degree of granularity phonetic representations can be related to the EEG signal. We used recorded EEG signals from 105 subjects while they listened to fairy tale stories. We utilized speech representations, including onset of any phone, vowel-consonant onsets, broad phonetic class (BPC) onsets, and narrow phonetic class (NPC) onsets, and related them to EEG using forward modeling and match-mismatch tasks. In forward modeling, we used a linear model to predict EEG from speech representations. In the match-mismatch task, we trained a long short term memory (LSTM) based model to determine which of two candidate speech segments matches with a given EEG segment. 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. We also observed that vowel (syllable nucleus) onsets are better related to EEG compared to syllable onsets. Finally, our findings suggest that neural tracking previously thought to be associated with broad phonetic classes might actually originate from vowel-consonant onsets rather than the differentiation between different phonetic classes." @default.
- W4385507652 created "2023-08-03" @default.
- W4385507652 creator A5011655083 @default.
- W4385507652 creator A5041184020 @default.
- W4385507652 creator A5058183071 @default.
- W4385507652 creator A5087514947 @default.
- W4385507652 date "2023-07-31" @default.
- W4385507652 modified "2023-10-05" @default.
- W4385507652 title "The role of vowel and consonant onsets in neural tracking of natural speech" @default.
- W4385507652 doi "https://doi.org/10.48550/arxiv.2308.00161" @default.
- W4385507652 hasPublicationYear "2023" @default.
- W4385507652 type Work @default.
- W4385507652 citedByCount "0" @default.
- W4385507652 crossrefType "posted-content" @default.
- W4385507652 hasAuthorship W4385507652A5011655083 @default.
- W4385507652 hasAuthorship W4385507652A5041184020 @default.
- W4385507652 hasAuthorship W4385507652A5058183071 @default.
- W4385507652 hasAuthorship W4385507652A5087514947 @default.
- W4385507652 hasBestOaLocation W43855076521 @default.
- W4385507652 hasConcept C109089402 @default.
- W4385507652 hasConcept C118552586 @default.
- W4385507652 hasConcept C138885662 @default.
- W4385507652 hasConcept C15744967 @default.
- W4385507652 hasConcept C2778203577 @default.
- W4385507652 hasConcept C2778707766 @default.
- W4385507652 hasConcept C2779581591 @default.
- W4385507652 hasConcept C28490314 @default.
- W4385507652 hasConcept C41008148 @default.
- W4385507652 hasConcept C41895202 @default.
- W4385507652 hasConcept C522805319 @default.
- W4385507652 hasConcept C61328038 @default.
- W4385507652 hasConceptScore W4385507652C109089402 @default.
- W4385507652 hasConceptScore W4385507652C118552586 @default.
- W4385507652 hasConceptScore W4385507652C138885662 @default.
- W4385507652 hasConceptScore W4385507652C15744967 @default.
- W4385507652 hasConceptScore W4385507652C2778203577 @default.
- W4385507652 hasConceptScore W4385507652C2778707766 @default.
- W4385507652 hasConceptScore W4385507652C2779581591 @default.
- W4385507652 hasConceptScore W4385507652C28490314 @default.
- W4385507652 hasConceptScore W4385507652C41008148 @default.
- W4385507652 hasConceptScore W4385507652C41895202 @default.
- W4385507652 hasConceptScore W4385507652C522805319 @default.
- W4385507652 hasConceptScore W4385507652C61328038 @default.
- W4385507652 hasLocation W43855076521 @default.
- W4385507652 hasOpenAccess W4385507652 @default.
- W4385507652 hasPrimaryLocation W43855076521 @default.
- W4385507652 hasRelatedWork W14242463 @default.
- W4385507652 hasRelatedWork W1964706935 @default.
- W4385507652 hasRelatedWork W1966580183 @default.
- W4385507652 hasRelatedWork W1972215553 @default.
- W4385507652 hasRelatedWork W2004149178 @default.
- W4385507652 hasRelatedWork W2020946215 @default.
- W4385507652 hasRelatedWork W2083125711 @default.
- W4385507652 hasRelatedWork W2159095556 @default.
- W4385507652 hasRelatedWork W2379338161 @default.
- W4385507652 hasRelatedWork W2801025542 @default.
- W4385507652 isParatext "false" @default.
- W4385507652 isRetracted "false" @default.
- W4385507652 workType "article" @default.