Effects of Various Articulatory Features of Speech on Cortical Event-Related Potentials and Behavioral Measures of Speech-Sound Processing
Bibliographic record
Abstract
In Brief Objective: To investigate the effects of three articulatory features of speech (i.e., vowel-space contrast, place of articulation of stop consonants, and voiced/voiceless distinctions) on cortical event-related potentials (ERPs) (waves N1, mismatch negativity, N2b, and P3b) and their related behavioral measures of discrimination (d-prime sensitivity and reaction time [RT]) in normal-hearing adults to increase our knowledge regarding how the brain responds to acoustical differences that occur within an articulatory speech feature and across articulatory features of speech. Design: Cortical ERPs were recorded to three sets of consonant-vowel speech stimuli (/bi versus /bu/, /ba/ versus /da/, /da/ versus /ta/) presented at 65 and 80 dB peak-to-peak equivalent SPL from 20 normal-hearing adults. All speech stimuli were presented in an oddball paradigm. Cortical ERPs were recorded from 10 individuals in the active-listening condition and another 10 individuals in the passive-listening condition. All listeners were tested at both stimulus intensities. Results: Mean amplitudes for all ERP components were considerably larger for the responses to the vowel contrast in comparison with the responses to the two consonant contrasts. Similarly, the mean mismatch negativity, P3b, and RT latencies were significantly shorter for the responses to the vowel versus consonant contrasts. For the majority of ERP components, only small nonsignificant differences occurred in either the ERP amplitude or the latency response measurements for stimuli within a particular articulatory feature of speech. Conclusions: The larger response amplitudes and earlier latencies for the cortical ERPs to the vowel versus consonant stimuli are likely related, in part, to the large spectral differences present in these speech contrasts. The measurements of response strength (amplitudes and d-prime scores) and response timing (ERP and RT latencies) for the various cortical ERPs suggest that the brain may have an easier task processing the steady state information present in the vowel stimuli in comparison with the rapidly changing formant transitions in the consonant stimuli. The purpose of this study was to investigate the effects of three articulatory speech features (vowel-space perception, place of articulation and voiced/voiceless distinctions) on various cortical ERPs in normal-hearing adults in order to increase our knowledge regarding how the brain processes acoustical differences that occur within as well as across articulatory speech features. Results revealed that the responses to the vowel stimuli were larger in amplitude and shorter in latency in comparison to the responses to the consonant stimuli. Only small, non-significant differences in ERP amplitudes and/or latencies occurred for responses to stimuli within a particular articulatory speech feature.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".