Literature DB >> 33637784

Replicability of neural responses to speech accent is driven by study design and analytical parameters.

C Benjamin Strauber1, Lestat R Ali2, Takako Fujioka3, Candace Thille3, Bruce D McCandliss3.   

Abstract

Recent studies have reported evidence that listeners' brains process meaning differently in speech with an in-group as compared to an out-group accent. However, among studies that have used electroencephalography (EEG) to examine neural correlates of semantic processing of speech in different accents, the details of findings are often in conflict, potentially reflecting critical variations in experimental design and/or data analysis parameters. To determine which of these factors might be driving inconsistencies in results across studies, we systematically investigate how analysis parameter sets from several of these studies impact results obtained from our own EEG data set. Data were collected from forty-nine monolingual North American English listeners in an event-related potential (ERP) paradigm as they listened to semantically congruent and incongruent sentences spoken in an American accent and an Indian accent. Several key effects of in-group as compared to out-group accent were robust across the range of parameters found in the literature, including more negative scalp-wide responses to incongruence in the N400 range, more positive posterior responses to congruence in the N400 range, and more positive posterior responses to incongruence in the P600 range. These findings, however, are not fully consistent with the reported observations of the studies whose parameters we used, indicating variation in experimental design may be at play. Other reported effects only emerged under a subset of the analytical parameters tested, suggesting that analytical parameters also drive differences. We hope this spurs discussion of analytical parameters and investigation of the contributions of individual study design variables in this growing field.

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Year:  2021        PMID: 33637784      PMCID: PMC7910471          DOI: 10.1038/s41598-021-82782-4

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  17 in total

1.  An ERP investigation of regional and foreign accent processing.

Authors:  Jeremy Goslin; Hester Duffy; Caroline Floccia
Journal:  Brain Lang       Date:  2012-06-12       Impact factor: 2.381

2.  Nonparametric statistical testing of EEG- and MEG-data.

Authors:  Eric Maris; Robert Oostenveld
Journal:  J Neurosci Methods       Date:  2007-04-10       Impact factor: 2.390

3.  Perceptual adaptation to non-native speech.

Authors:  Ann R Bradlow; Tessa Bent
Journal:  Cognition       Date:  2007-05-29

4.  When one person's mistake is another's standard usage: the effect of foreign accent on syntactic processing.

Authors:  Adriana Hanulíková; Petra M van Alphen; Merel M van Goch; Andrea Weber
Journal:  J Cogn Neurosci       Date:  2011-08-03       Impact factor: 3.225

5.  Accent Intelligibility Differences in Noise Across Native and Nonnative Accents: Effects of Talker-Listener Pairing at Acoustic-Phonetic and Lexical Levels.

Authors:  Louise Stringer; Paul Iverson
Journal:  J Speech Lang Hear Res       Date:  2019-06-27       Impact factor: 2.297

6.  How to get statistically significant effects in any ERP experiment (and why you shouldn't).

Authors:  Steven J Luck; Nicholas Gaspelin
Journal:  Psychophysiology       Date:  2017-01       Impact factor: 4.016

7.  The effect of sentential context on phonetic categorization is modulated by talker accent and exposure.

Authors:  Jessamyn Schertz; Kara Hawthorne
Journal:  J Acoust Soc Am       Date:  2018-03       Impact factor: 1.840

8.  Neural architecture underlying person perception from in-group and out-group voices.

Authors:  Xiaoming Jiang; Ryan Sanford; Marc D Pell
Journal:  Neuroimage       Date:  2018-07-19       Impact factor: 6.556

9.  Brainstorm: a user-friendly application for MEG/EEG analysis.

Authors:  François Tadel; Sylvain Baillet; John C Mosher; Dimitrios Pantazis; Richard M Leahy
Journal:  Comput Intell Neurosci       Date:  2011-04-13

10.  Listener characteristics modulate the semantic processing of native vs. foreign-accented speech.

Authors:  Rebecca Holt; Carmen Kung; Katherine Demuth
Journal:  PLoS One       Date:  2018-12-05       Impact factor: 3.240

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  1 in total

1.  A 10-hour within-participant magnetoencephalography narrative dataset to test models of language comprehension.

Authors:  Kristijan Armeni; Umut Güçlü; Marcel van Gerven; Jan-Mathijs Schoffelen
Journal:  Sci Data       Date:  2022-06-08       Impact factor: 8.501

  1 in total

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