Perceptually relevant speech tracking in auditory and motor cortex reflects distinct linguistic features
During online speech processing, our brain tracks the acoustic fluctuations in speech at different timescales. Previous research has focused on generic timescales (for example, delta or theta bands) that are assumed to map onto linguistic features such as prosody or syllables. However, given the hig...
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description | During online speech processing, our brain tracks the acoustic fluctuations in speech at different timescales. Previous research has focused on generic timescales (for example, delta or theta bands) that are assumed to map onto linguistic features such as prosody or syllables. However, given the high intersubject variability in speaking patterns, such a generic association between the timescales of brain activity and speech properties can be ambiguous. Here, we analyse speech tracking in source-localised magnetoencephalographic data by directly focusing on timescales extracted from statistical regularities in our speech material. This revealed widespread significant tracking at the timescales of phrases (0.6-1.3 Hz), words (1.8-3 Hz), syllables (2.8-4.8 Hz), and phonemes (8-12.4 Hz). Importantly, when examining its perceptual relevance, we found stronger tracking for correctly comprehended trials in the left premotor (PM) cortex at the phrasal scale as well as in left middle temporal cortex at the word scale. Control analyses using generic bands confirmed that these effects were specific to the speech regularities in our stimuli. Furthermore, we found that the phase at the phrasal timescale coupled to power at beta frequency (13-30 Hz) in motor areas. This cross-frequency coupling presumably reflects top-down temporal prediction in ongoing speech perception. Together, our results reveal specific functional and perceptually relevant roles of distinct tracking and cross-frequency processes along the auditory-motor pathway. |
doi_str_mv | 10.1371/journal.pbio.2004473 |
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Previous research has focused on generic timescales (for example, delta or theta bands) that are assumed to map onto linguistic features such as prosody or syllables. However, given the high intersubject variability in speaking patterns, such a generic association between the timescales of brain activity and speech properties can be ambiguous. Here, we analyse speech tracking in source-localised magnetoencephalographic data by directly focusing on timescales extracted from statistical regularities in our speech material. This revealed widespread significant tracking at the timescales of phrases (0.6-1.3 Hz), words (1.8-3 Hz), syllables (2.8-4.8 Hz), and phonemes (8-12.4 Hz). Importantly, when examining its perceptual relevance, we found stronger tracking for correctly comprehended trials in the left premotor (PM) cortex at the phrasal scale as well as in left middle temporal cortex at the word scale. Control analyses using generic bands confirmed that these effects were specific to the speech regularities in our stimuli. Furthermore, we found that the phase at the phrasal timescale coupled to power at beta frequency (13-30 Hz) in motor areas. This cross-frequency coupling presumably reflects top-down temporal prediction in ongoing speech perception. Together, our results reveal specific functional and perceptually relevant roles of distinct tracking and cross-frequency processes along the auditory-motor pathway.</description><identifier>ISSN: 1545-7885</identifier><identifier>ISSN: 1544-9173</identifier><identifier>EISSN: 1545-7885</identifier><identifier>DOI: 10.1371/journal.pbio.2004473</identifier><identifier>PMID: 29529019</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Acoustic Stimulation ; Adolescent ; Adult ; Auditory cortex ; Auditory Cortex - physiology ; Biology and Life Sciences ; Brain ; Brain Mapping ; Brain research ; Cortex (auditory) ; Cortex (motor) ; Cortex (premotor) ; Cortex (temporal) ; Data collection ; Engineering and Technology ; Female ; Funding ; Humans ; Linguistic research ; Linguistics ; Magnetoencephalography ; Male ; Medical imaging ; Medicine and Health Sciences ; Motor cortex ; Motor Cortex - physiology ; Neurosciences ; Otolaryngology ; Phonemes ; Phonetics ; Physiological aspects ; Prosody ; Psychology ; Research and Analysis Methods ; Short Reports ; Social Sciences ; Speaking ; Speech ; Speech Perception ; Speech processing ; Speech production ; Syllables ; Temporal cortex ; Tracking ; Tracks (paths) ; Variation</subject><ispartof>PLoS biology, 2018-03, Vol.16 (3), p.e2004473-e2004473</ispartof><rights>COPYRIGHT 2018 Public Library of Science</rights><rights>2018 Public Library of Science. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited: Keitel A, Gross J, Kayser C (2018) Perceptually relevant speech tracking in auditory and motor cortex reflects distinct linguistic features. PLoS Biol 16(3): e2004473. https://doi.org/10.1371/journal.pbio.2004473</rights><rights>2018 Keitel et al 2018 Keitel et al</rights><rights>2018 Public Library of Science. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited: Keitel A, Gross J, Kayser C (2018) Perceptually relevant speech tracking in auditory and motor cortex reflects distinct linguistic features. 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physiology</topic><topic>Biology and Life Sciences</topic><topic>Brain</topic><topic>Brain Mapping</topic><topic>Brain research</topic><topic>Cortex (auditory)</topic><topic>Cortex (motor)</topic><topic>Cortex (premotor)</topic><topic>Cortex (temporal)</topic><topic>Data collection</topic><topic>Engineering and Technology</topic><topic>Female</topic><topic>Funding</topic><topic>Humans</topic><topic>Linguistic research</topic><topic>Linguistics</topic><topic>Magnetoencephalography</topic><topic>Male</topic><topic>Medical imaging</topic><topic>Medicine and Health Sciences</topic><topic>Motor cortex</topic><topic>Motor Cortex - physiology</topic><topic>Neurosciences</topic><topic>Otolaryngology</topic><topic>Phonemes</topic><topic>Phonetics</topic><topic>Physiological aspects</topic><topic>Prosody</topic><topic>Psychology</topic><topic>Research and Analysis Methods</topic><topic>Short Reports</topic><topic>Social Sciences</topic><topic>Speaking</topic><topic>Speech</topic><topic>Speech Perception</topic><topic>Speech processing</topic><topic>Speech production</topic><topic>Syllables</topic><topic>Temporal cortex</topic><topic>Tracking</topic><topic>Tracks (paths)</topic><topic>Variation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Keitel, Anne</creatorcontrib><creatorcontrib>Gross, Joachim</creatorcontrib><creatorcontrib>Kayser, Christoph</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale In Context: Opposing Viewpoints</collection><collection>Gale In Context: Canada</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Animal Behavior Abstracts</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Immunology Abstracts</collection><collection>Linguistics and Language Behavior Abstracts (LLBA)</collection><collection>Neurosciences Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biological Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environmental Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Environmental Science Collection</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><collection>PLoS Biology</collection><jtitle>PLoS biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Keitel, Anne</au><au>Gross, Joachim</au><au>Kayser, Christoph</au><au>Bizley, Jennifer</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Perceptually relevant speech tracking in auditory and motor cortex reflects distinct linguistic features</atitle><jtitle>PLoS biology</jtitle><addtitle>PLoS Biol</addtitle><date>2018-03-12</date><risdate>2018</risdate><volume>16</volume><issue>3</issue><spage>e2004473</spage><epage>e2004473</epage><pages>e2004473-e2004473</pages><issn>1545-7885</issn><issn>1544-9173</issn><eissn>1545-7885</eissn><abstract>During online speech processing, our brain tracks the acoustic fluctuations in speech at different timescales. Previous research has focused on generic timescales (for example, delta or theta bands) that are assumed to map onto linguistic features such as prosody or syllables. However, given the high intersubject variability in speaking patterns, such a generic association between the timescales of brain activity and speech properties can be ambiguous. Here, we analyse speech tracking in source-localised magnetoencephalographic data by directly focusing on timescales extracted from statistical regularities in our speech material. This revealed widespread significant tracking at the timescales of phrases (0.6-1.3 Hz), words (1.8-3 Hz), syllables (2.8-4.8 Hz), and phonemes (8-12.4 Hz). Importantly, when examining its perceptual relevance, we found stronger tracking for correctly comprehended trials in the left premotor (PM) cortex at the phrasal scale as well as in left middle temporal cortex at the word scale. Control analyses using generic bands confirmed that these effects were specific to the speech regularities in our stimuli. Furthermore, we found that the phase at the phrasal timescale coupled to power at beta frequency (13-30 Hz) in motor areas. This cross-frequency coupling presumably reflects top-down temporal prediction in ongoing speech perception. Together, our results reveal specific functional and perceptually relevant roles of distinct tracking and cross-frequency processes along the auditory-motor pathway.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>29529019</pmid><doi>10.1371/journal.pbio.2004473</doi><orcidid>https://orcid.org/0000-0003-4498-0146</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Acoustic Stimulation Adolescent Adult Auditory cortex Auditory Cortex - physiology Biology and Life Sciences Brain Brain Mapping Brain research Cortex (auditory) Cortex (motor) Cortex (premotor) Cortex (temporal) Data collection Engineering and Technology Female Funding Humans Linguistic research Linguistics Magnetoencephalography Male Medical imaging Medicine and Health Sciences Motor cortex Motor Cortex - physiology Neurosciences Otolaryngology Phonemes Phonetics Physiological aspects Prosody Psychology Research and Analysis Methods Short Reports Social Sciences Speaking Speech Speech Perception Speech processing Speech production Syllables Temporal cortex Tracking Tracks (paths) Variation |
title | Perceptually relevant speech tracking in auditory and motor cortex reflects distinct linguistic features |
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