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Araújo J, Simons BD, Peter V, Mandke K, Kalashnikova M, Macfarlane A, Gabrielczyk F, Wilson A, Di Liberto GM, Burnham D, Goswami U. Atypical low-frequency cortical encoding of speech identifies children with developmental dyslexia. Front Hum Neurosci 2024; 18:1403677. [PMID: 38911229 PMCID: PMC11190370 DOI: 10.3389/fnhum.2024.1403677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 05/23/2024] [Indexed: 06/25/2024] Open
Abstract
Slow cortical oscillations play a crucial role in processing the speech amplitude envelope, which is perceived atypically by children with developmental dyslexia. Here we use electroencephalography (EEG) recorded during natural speech listening to identify neural processing patterns involving slow oscillations that may characterize children with dyslexia. In a story listening paradigm, we find that atypical power dynamics and phase-amplitude coupling between delta and theta oscillations characterize dyslexic versus other child control groups (typically-developing controls, other language disorder controls). We further isolate EEG common spatial patterns (CSP) during speech listening across delta and theta oscillations that identify dyslexic children. A linear classifier using four delta-band CSP variables predicted dyslexia status (0.77 AUC). Crucially, these spatial patterns also identified children with dyslexia when applied to EEG measured during a rhythmic syllable processing task. This transfer effect (i.e., the ability to use neural features derived from a story listening task as input features to a classifier based on a rhythmic syllable task) is consistent with a core developmental deficit in neural processing of speech rhythm. The findings are suggestive of distinct atypical neurocognitive speech encoding mechanisms underlying dyslexia, which could be targeted by novel interventions.
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Affiliation(s)
- João Araújo
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge, United Kingdom
| | - Benjamin D. Simons
- Department of Applied Mathematics and Theoretical Physics, Centre for Mathematical Sciences, Cambridge, United Kingdom
- The Wellcome Trust/Cancer Research UK Gurdon Institute, University of Cambridge, Cambridge, United Kingdom
| | - Varghese Peter
- School of Health, University of the Sunshine Coast, Maroochydore, QLD, Australia
| | - Kanad Mandke
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge, United Kingdom
| | - Marina Kalashnikova
- Basque Center on Cognition, Brain, and Language, San Sebastian, Spain
- Ikerbasque, Basque Foundation for Science, Bilbao, Spain
| | - Annabel Macfarlane
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge, United Kingdom
| | - Fiona Gabrielczyk
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge, United Kingdom
| | - Angela Wilson
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge, United Kingdom
| | - Giovanni M. Di Liberto
- ADAPT Centre, School of Computer Science and Statistics, Trinity College, The University of Dublin, Dublin, Ireland
- Trinity College Institute of Neuroscience, Trinity College, The University of Dublin, Dublin, Ireland
| | - Denis Burnham
- MARCS Institute for Brain, Behaviour, and Development, Western Sydney University, Sydney, NSW, Australia
| | - Usha Goswami
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge, United Kingdom
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2
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Keshavarzi M, Di Liberto GM, Gabrielczyk F, Wilson A, Macfarlane A, Goswami U. Atypical speech production of multisyllabic words and phrases by children with developmental dyslexia. Dev Sci 2024; 27:e13428. [PMID: 37381667 DOI: 10.1111/desc.13428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 05/20/2023] [Accepted: 06/12/2023] [Indexed: 06/30/2023]
Abstract
The prevalent "core phonological deficit" model of dyslexia proposes that the reading and spelling difficulties characterizing affected children stem from prior developmental difficulties in processing speech sound structure, for example, perceiving and identifying syllable stress patterns, syllables, rhymes and phonemes. Yet spoken word production appears normal. This suggests an unexpected disconnect between speech input and speech output processes. Here we investigated the output side of this disconnect from a speech rhythm perspective by measuring the speech amplitude envelope (AE) of multisyllabic spoken phrases. The speech AE contains crucial information regarding stress patterns, speech rate, tonal contrasts and intonational information. We created a novel computerized speech copying task in which participants copied aloud familiar spoken targets like "Aladdin." Seventy-five children with and without dyslexia were tested, some of whom were also receiving an oral intervention designed to enhance multi-syllabic processing. Similarity of the child's productions to the target AE was computed using correlation and mutual information metrics. Similarity of pitch contour, another acoustic cue to speech rhythm, was used for control analyses. Children with dyslexia were significantly worse at producing the multi-syllabic targets as indexed by both similarity metrics for computing the AE. However, children with dyslexia were not different from control children in producing pitch contours. Accordingly, the spoken production of multisyllabic phrases by children with dyslexia is atypical regarding the AE. Children with dyslexia may not appear to listeners to exhibit speech production difficulties because their pitch contours are intact. RESEARCH HIGHLIGHTS: Speech production of syllable stress patterns is atypical in children with dyslexia. Children with dyslexia are significantly worse at producing the amplitude envelope of multi-syllabic targets compared to both age-matched and reading-level-matched control children. No group differences were found for pitch contour production between children with dyslexia and age-matched control children. It may be difficult to detect speech output problems in dyslexia as pitch contours are relatively accurate.
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Affiliation(s)
- Mahmoud Keshavarzi
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge, UK
| | - Giovanni M Di Liberto
- School of Computer Science and Statistics, Trinity College Dublin, Dublin, Ireland
- Trinity College Institute of Neuroscience, Trinity College Dublin, Dublin, Ireland
| | - Fiona Gabrielczyk
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge, UK
| | - Angela Wilson
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge, UK
| | - Annabel Macfarlane
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge, UK
| | - Usha Goswami
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge, UK
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3
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Mandke K, Flanagan S, Macfarlane A, Feltham G, Gabrielczyk F, Wilson AM, Gross J, Goswami U. Neural responses to natural and enhanced speech edges in children with and without dyslexia. Front Hum Neurosci 2023; 17:1200950. [PMID: 37841072 PMCID: PMC10571917 DOI: 10.3389/fnhum.2023.1200950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 08/31/2023] [Indexed: 10/17/2023] Open
Abstract
Sensory-neural studies indicate that children with developmental dyslexia show impairments in processing acoustic speech envelope information. Prior studies suggest that this arises in part from reduced sensory sensitivity to amplitude rise times (ARTs or speech "edges") in the envelope, accompanied by less accurate neural encoding of low-frequency envelope information. Accordingly, enhancing these characteristics of the speech envelope may enhance neural speech processing in children with dyslexia. Here we applied an envelope modulation enhancement (EME) algorithm to a 10-min story read in child-directed speech (CDS), enhancing ARTs and also enhancing low-frequency envelope information. We compared neural speech processing (as measured using MEG) for the EME story with the same story read in natural CDS for 9-year-old children with and without dyslexia. The EME story affected neural processing in the power domain for children with dyslexia, particularly in the delta band (0.5-4 Hz) in the superior temporal gyrus. This may suggest that prolonged experience with EME speech could ameliorate some of the impairments shown in natural speech processing by children with dyslexia.
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Affiliation(s)
- Kanad Mandke
- Department of Psychology, Centre for Neuroscience in Education, University of Cambridge, Cambridge, United Kingdom
| | - Sheila Flanagan
- Department of Psychology, Centre for Neuroscience in Education, University of Cambridge, Cambridge, United Kingdom
| | - Annabel Macfarlane
- Department of Psychology, Centre for Neuroscience in Education, University of Cambridge, Cambridge, United Kingdom
| | - Georgia Feltham
- Department of Psychology, Centre for Neuroscience in Education, University of Cambridge, Cambridge, United Kingdom
| | - Fiona Gabrielczyk
- Department of Psychology, Centre for Neuroscience in Education, University of Cambridge, Cambridge, United Kingdom
| | - Angela M. Wilson
- Department of Psychology, Centre for Neuroscience in Education, University of Cambridge, Cambridge, United Kingdom
| | - Joachim Gross
- Institute for Biomagnetism and Biosignal Analysis, University of Münster, Münster, Germany
| | - Usha Goswami
- Department of Psychology, Centre for Neuroscience in Education, University of Cambridge, Cambridge, United Kingdom
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4
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Ní Choisdealbha Á, Attaheri A, Rocha S, Mead N, Olawole-Scott H, Brusini P, Gibbon S, Boutris P, Grey C, Hines D, Williams I, Flanagan SA, Goswami U. Neural phase angle from two months when tracking speech and non-speech rhythm linked to language performance from 12 to 24 months. BRAIN AND LANGUAGE 2023; 243:105301. [PMID: 37399686 DOI: 10.1016/j.bandl.2023.105301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 06/05/2023] [Accepted: 06/28/2023] [Indexed: 07/05/2023]
Abstract
Atypical phase alignment of low-frequency neural oscillations to speech rhythm has been implicated in phonological deficits in developmental dyslexia. Atypical phase alignment to rhythm could thus also characterize infants at risk for later language difficulties. Here, we investigate phase-language mechanisms in a neurotypical infant sample. 122 two-, six- and nine-month-old infants were played speech and non-speech rhythms while EEG was recorded in a longitudinal design. The phase of infants' neural oscillations aligned consistently to the stimuli, with group-level convergence towards a common phase. Individual low-frequency phase alignment related to subsequent measures of language acquisition up to 24 months of age. Accordingly, individual differences in language acquisition are related to the phase alignment of cortical tracking of auditory and audiovisual rhythms in infancy, an automatic neural mechanism. Automatic rhythmic phase-language mechanisms could eventually serve as biomarkers, identifying at-risk infants and enabling intervention at the earliest stages of development.
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Affiliation(s)
| | - Adam Attaheri
- Centre for Neuroscience in Education, University of Cambridge, United Kingdom
| | - Sinead Rocha
- Centre for Neuroscience in Education, University of Cambridge, United Kingdom
| | - Natasha Mead
- Centre for Neuroscience in Education, University of Cambridge, United Kingdom
| | - Helen Olawole-Scott
- Centre for Neuroscience in Education, University of Cambridge, United Kingdom
| | - Perrine Brusini
- Centre for Neuroscience in Education, University of Cambridge, United Kingdom
| | - Samuel Gibbon
- Centre for Neuroscience in Education, University of Cambridge, United Kingdom
| | - Panagiotis Boutris
- Centre for Neuroscience in Education, University of Cambridge, United Kingdom
| | - Christina Grey
- Centre for Neuroscience in Education, University of Cambridge, United Kingdom
| | - Declan Hines
- Centre for Neuroscience in Education, University of Cambridge, United Kingdom
| | - Isabel Williams
- Centre for Neuroscience in Education, University of Cambridge, United Kingdom
| | - Sheila A Flanagan
- Centre for Neuroscience in Education, University of Cambridge, United Kingdom
| | - Usha Goswami
- Centre for Neuroscience in Education, University of Cambridge, United Kingdom.
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Bundgaard-Nielsen RL, O'Shannessy C, Wang Y, Nelson A, Bartlett J, Davis V. Two-part vowel modifications in Child Directed Speech in Warlpiri may enhance child attention to speech and scaffold noun acquisition. PHONETICA 2023; 0:phon-2022-0039. [PMID: 37314963 DOI: 10.1515/phon-2022-0039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Accepted: 05/08/2023] [Indexed: 06/16/2023]
Abstract
Study 1 compared vowels in Child Directed Speech (CDS; child ages 25-46 months) to vowels in Adult Directed Speech (ADS) in natural conversation in the Australian Indigenous language Warlpiri, which has three vowels (/i/, /a/, /u). Study 2 compared the vowels of the child interlocutors from Study 1 to caregiver ADS and CDS. Study 1 indicates that Warlpiri CDS vowels are characterised by fronting, /a/-lowering, f o -raising, and increased duration, but not vowel space expansion. Vowels in CDS nouns, however, show increased between-contrast differentiation and reduced within-contrast variation, similar to what has been reported for other languages. We argue that this two-part CDS modification process serves a dual purpose: Vowel space shifting induces IDS/CDS that sounds more child-like, which may enhance child attention to speech, while increased between-contrast differentiation and reduced within-contrast variation in nouns may serve didactic purposes by providing high-quality information about lexical specifications. Study 2 indicates that Warlpiri CDS vowels are more like child vowels, providing indirect evidence that aspects of CDS may serve non-linguistic purposes simultaneously with other aspects serving linguistic-didactic purposes. The studies have novel implications for the way CDS vowel modifications are considered and highlight the necessity of naturalistic data collection, novel analyses, and typological diversity.
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Affiliation(s)
- Rikke L Bundgaard-Nielsen
- MARCS Institute of Brain, Behaviour and Development, Western Sydney University, Westmead, NSW, Australia
- School of Literature, Languages and Linguistics, Australian National University, Canberra, ACT, Australia
| | - Carmel O'Shannessy
- School of Literature, Languages and Linguistics, Australian National University, Canberra, ACT, Australia
| | - Yizhou Wang
- School of Literature, Languages and Linguistics, Australian National University, Canberra, ACT, Australia
| | - Alice Nelson
- Red Dust Role Models, Alice Springs, NT, Australia
| | | | - Vanessa Davis
- School of Literature, Languages and Linguistics, Australian National University, Canberra, ACT, Australia
- Tangentyere Council Research Hub, Alice Springs, NT, Australia
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6
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Peter V, Goswami U, Burnham D, Kalashnikova M. Impaired neural entrainment to low frequency amplitude modulations in English-speaking children with dyslexia or dyslexia and DLD. BRAIN AND LANGUAGE 2023; 236:105217. [PMID: 36529116 DOI: 10.1016/j.bandl.2022.105217] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 08/19/2022] [Accepted: 12/09/2022] [Indexed: 06/17/2023]
Abstract
Neural synchronization to amplitude-modulated noise at three frequencies (2 Hz, 5 Hz, 8 Hz) thought to be important for syllable perception was investigated in English-speaking school-aged children. The theoretically-important delta-band (∼2Hz, stressed syllable level) was included along with two syllable-level rates. The auditory steady state response (ASSR) was recorded using EEG in 36 7-to-12-year-old children. Half of the sample had either dyslexia or dyslexia and DLD (developmental language disorder). In comparison to typically-developing children, children with dyslexia or with dyslexia and DLD showed reduced ASSRs for 2 Hz stimulation but similar ASSRs at 5 Hz and 8 Hz. These novel data for English ASSRs converge with prior data suggesting that children with dyslexia have atypical synchrony between brain oscillations and incoming auditory stimulation at ∼ 2 Hz, the rate of stressed syllable production across languages. This atypical synchronization likely impairs speech processing, phonological processing, and possibly syntactic processing, as predicted by Temporal Sampling theory.
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Affiliation(s)
- Varghese Peter
- MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Australia; School of Health and Behavioural Sciences, University of the Sunshine Coast, Australia
| | - Usha Goswami
- Centre for Neuroscience in Education, University of Cambridge, UK
| | - Denis Burnham
- MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Australia
| | - Marina Kalashnikova
- MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Australia; BCBL. Basque Center on Cognition, Brain and Language, Spain; Ikerbasque, Basque Foundation for Science, Bilbao, Spain.
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7
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Keshavarzi M, Mandke K, Macfarlane A, Parvez L, Gabrielczyk F, Wilson A, Flanagan S, Goswami U. Decoding of speech information using EEG in children with dyslexia: Less accurate low-frequency representations of speech, not "Noisy" representations. BRAIN AND LANGUAGE 2022; 235:105198. [PMID: 36343509 DOI: 10.1016/j.bandl.2022.105198] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2022] [Revised: 10/03/2022] [Accepted: 10/24/2022] [Indexed: 06/16/2023]
Abstract
The amplitude envelope of speech carries crucial low-frequency acoustic information that assists linguistic decoding. The sensory-neural Temporal Sampling (TS) theory of developmental dyslexia proposes atypical encoding of speech envelope information < 10 Hz, leading to atypical phonological representations. Here a backward linear TRF model and story listening were employed to estimate the speech information encoded in the electroencephalogram in the canonical delta, theta and alpha bands by 9-year-old children with and without dyslexia. TRF decoding accuracy provided an estimate of how faithfully the children's brains encoded low-frequency envelope information. Between-group analyses showed that the children with dyslexia exhibited impaired reconstruction of speech information in the delta band. However, when the quality of speech encoding for each child was estimated using child-by-child decoding models, then the dyslexic children did not differ from controls. This suggests that children with dyslexia encode neither "noisy" nor "normal" representations of the speech signal, but different representations.
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Affiliation(s)
- Mahmoud Keshavarzi
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge CB2 3EB, United Kingdom.
| | - Kanad Mandke
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge CB2 3EB, United Kingdom
| | - Annabel Macfarlane
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge CB2 3EB, United Kingdom
| | - Lyla Parvez
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge CB2 3EB, United Kingdom
| | - Fiona Gabrielczyk
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge CB2 3EB, United Kingdom
| | - Angela Wilson
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge CB2 3EB, United Kingdom
| | - Sheila Flanagan
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge CB2 3EB, United Kingdom
| | - Usha Goswami
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge CB2 3EB, United Kingdom
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8
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Understanding why infant-directed speech supports learning: A dynamic attention perspective. DEVELOPMENTAL REVIEW 2022. [DOI: 10.1016/j.dr.2022.101047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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9
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Piazza G, Martin CD, Kalashnikova M. The Acoustic Features and Didactic Function of Foreigner-Directed Speech: A Scoping Review. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2022; 65:2896-2918. [PMID: 35914012 DOI: 10.1044/2022_jslhr-21-00609] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
PURPOSE This scoping review considers the acoustic features of a clear speech register directed to nonnative listeners known as foreigner-directed speech (FDS). We identify vowel hyperarticulation and low speech rate as the most representative acoustic features of FDS; other features, including wide pitch range and high intensity, are still under debate. We also discuss factors that may influence the outcomes and characteristics of FDS. We start by examining accommodation theories, outlining the reasons why FDS is likely to serve a didactic function by helping listeners acquire a second language (L2). We examine how this speech register adapts to listeners' identities and linguistic needs, suggesting that FDS also takes listeners' L2 proficiency into account. To confirm the didactic function of FDS, we compare it to other clear speech registers, specifically infant-directed speech and Lombard speech. CONCLUSIONS Our review reveals that research has not yet established whether FDS succeeds as a didactic tool that supports L2 acquisition. Moreover, a complex set of factors determines specific realizations of FDS, which need further exploration. We conclude by summarizing open questions and indicating directions and recommendations for future research.
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Affiliation(s)
- Giorgio Piazza
- Basque Center on Cognition, Brain and Language (BCBL), Donostia-San Sebastián, Spain
- Department of Social Sciences and Law, Universidad del País Vasco/Euskal Herriko Unibertsitatea, Donostia-San Sebastián, Spain
| | - Clara D Martin
- Basque Center on Cognition, Brain and Language (BCBL), Donostia-San Sebastián, Spain
- Ikerbasque, Basque Foundation for Science, Bilbao, Spain
| | - Marina Kalashnikova
- Basque Center on Cognition, Brain and Language (BCBL), Donostia-San Sebastián, Spain
- Ikerbasque, Basque Foundation for Science, Bilbao, Spain
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10
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Goswami U. Language acquisition and speech rhythm patterns: an auditory neuroscience perspective. ROYAL SOCIETY OPEN SCIENCE 2022; 9:211855. [PMID: 35911192 PMCID: PMC9326295 DOI: 10.1098/rsos.211855] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Accepted: 07/04/2022] [Indexed: 06/15/2023]
Abstract
All human infants acquire language, but their brains do not know which language/s to prepare for. This observation suggests that there are fundamental components of the speech signal that contribute to building a language system, and fundamental neural processing mechanisms that use these components, which are shared across languages. Equally, disorders of language acquisition are found across all languages, with the most prevalent being developmental language disorder (approx. 7% prevalence), where oral language comprehension and production is atypical, and developmental dyslexia (approx. 7% prevalence), where written language acquisition is atypical. Recent advances in auditory neuroscience, along with advances in modelling the speech signal from an amplitude modulation (AM, intensity or energy change) perspective, have increased our understanding of both language acquisition and these developmental disorders. Speech rhythm patterns turn out to be fundamental to both sensory and neural linguistic processing. The rhythmic routines typical of childcare in many cultures, the parental practice of singing lullabies to infants, and the ubiquitous presence of BabyTalk (infant-directed speech) all enhance the fundamental AM components that contribute to building a linguistic brain.
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Affiliation(s)
- Usha Goswami
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge, UK
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11
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Ní Choisdealbha Á, Attaheri A, Rocha S, Brusini P, Flanagan SA, Mead N, Gibbon S, Olawole-Scott H, Williams I, Grey C, Boutris P, Ahmed H, Goswami U. Neural detection of changes in amplitude rise time in infancy. Dev Cogn Neurosci 2022; 54:101075. [PMID: 35078120 PMCID: PMC8792064 DOI: 10.1016/j.dcn.2022.101075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 12/21/2021] [Accepted: 01/19/2022] [Indexed: 11/03/2022] Open
Abstract
Amplitude rise times play a crucial role in the perception of rhythm in speech, and reduced perceptual sensitivity to differences in rise time is related to developmental language difficulties. Amplitude rise times also play a mechanistic role in neural entrainment to the speech amplitude envelope. Using an ERP paradigm, here we examined for the first time whether infants at the ages of seven and eleven months exhibit an auditory mismatch response to changes in the rise times of simple repeating auditory stimuli. We found that infants exhibited a mismatch response (MMR) to all of the oddball rise times used for the study. The MMR was more positive at seven than eleven months of age. At eleven months, there was a shift to a mismatch negativity (MMN) that was more pronounced over left fronto-central electrodes. The MMR over right fronto-central electrodes was sensitive to the size of the difference in rise time. The results indicate that neural processing of changes in rise time is present at seven months, supporting the possibility that early speech processing is facilitated by neural sensitivity to these important acoustic cues.
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Affiliation(s)
- Áine Ní Choisdealbha
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, United Kingdom.
| | - Adam Attaheri
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, United Kingdom
| | - Sinead Rocha
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, United Kingdom
| | - Perrine Brusini
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, United Kingdom
| | - Sheila A Flanagan
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, United Kingdom
| | - Natasha Mead
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, United Kingdom
| | - Samuel Gibbon
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, United Kingdom
| | - Helen Olawole-Scott
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, United Kingdom
| | - Isabel Williams
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, United Kingdom
| | - Christina Grey
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, United Kingdom
| | - Panagiotis Boutris
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, United Kingdom
| | - Henna Ahmed
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, United Kingdom
| | - Usha Goswami
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, United Kingdom
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12
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Mandke K, Flanagan S, Macfarlane A, Gabrielczyk F, Wilson A, Gross J, Goswami U. Neural sampling of the speech signal at different timescales by children with dyslexia. Neuroimage 2022; 253:119077. [PMID: 35278708 DOI: 10.1016/j.neuroimage.2022.119077] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 01/15/2022] [Accepted: 03/07/2022] [Indexed: 01/08/2023] Open
Abstract
Phonological difficulties characterize individuals with dyslexia across languages. Currently debated is whether these difficulties arise from atypical neural sampling of (or entrainment to) auditory information in speech at slow rates (<10 Hz, related to speech rhythm), faster rates, or neither. MEG studies with adults suggest that atypical sampling in dyslexia affects faster modulations in the neurophysiological gamma band, related to phoneme-level representation. However, dyslexic adults have had years of reduced experience in converting graphemes to phonemes, which could itself cause atypical gamma-band activity. The present study was designed to identify specific linguistic timescales at which English children with dyslexia may show atypical entrainment. Adopting a developmental focus, we hypothesized that children with dyslexia would show atypical entrainment to the prosodic and syllable-level information that is exaggerated in infant-directed speech and carried primarily by amplitude modulations <10 Hz. MEG was recorded in a naturalistic story-listening paradigm. The modulation bands related to different types of linguistic information were derived directly from the speech materials, and lagged coherence at multiple temporal rates spanning 0.9-40 Hz was computed. Group differences in lagged speech-brain coherence between children with dyslexia and control children were most marked in neurophysiological bands corresponding to stress and syllable-level information (<5 Hz in our materials), and phoneme-level information (12-40 Hz). Functional connectivity analyses showed network differences between groups in both hemispheres, with dyslexic children showing significantly reduced global network efficiency. Global network efficiency correlated with dyslexic children's oral language development and with control children's reading development. These developmental data suggest that dyslexia is characterized by atypical neural sampling of auditory information at slower rates. They also throw new light on the nature of the gamma band temporal sampling differences reported in MEG dyslexia studies with adults.
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Affiliation(s)
- Kanad Mandke
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge CB2 3EB, United Kingdom.
| | - Sheila Flanagan
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge CB2 3EB, United Kingdom
| | - Annabel Macfarlane
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge CB2 3EB, United Kingdom
| | - Fiona Gabrielczyk
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge CB2 3EB, United Kingdom
| | - Angela Wilson
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge CB2 3EB, United Kingdom
| | - Joachim Gross
- Institute for Biomagnetism and Biosignal Analysis, University of Münster, Münster, Germany
| | - Usha Goswami
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge CB2 3EB, United Kingdom
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13
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Lovcevic I, Burnham D, Kalashnikova M. Language development in infants with hearing loss: Benefits of infant-directed speech. Infant Behav Dev 2022; 67:101699. [PMID: 35123319 DOI: 10.1016/j.infbeh.2022.101699] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 01/25/2022] [Accepted: 01/27/2022] [Indexed: 11/28/2022]
Abstract
The majority of infants with permanent congenital hearing loss fall significantly behind their normal hearing peers in the development of receptive and expressive oral communication skills. Independent of any prosthetic intervention ("hardware") for infants with hearing loss, the social and linguistic environment ("software") can still be optimal or sub-optimal and so can exert significant positive or negative effects on speech and language acquisition, with far-reaching beneficial or adverse effects, respectively. This review focusses on the nature of the social and linguistic environment of infants with hearing loss, in particular others' speech to infants. The nature of this "infant-directed speech" and its effects on language development has been studied extensively in hearing infants but far less comprehensively in infants with hearing loss. Here, literature on the nature of infant-directed speech and its impact on the speech perception and language acquisition in infants with hearing loss is reviewed. The review brings together evidence on the little-studied effects of infant-directed speech on speech and language development in infants with hearing loss, and provides suggestions, over and above early screening and external treatment, for a natural intervention at the level of the carer-infant microcosm that may well optimize the early linguistic experiences and mitigate later adverse effects for infants born with hearing loss.
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Affiliation(s)
- Irena Lovcevic
- International Research Center for Neurointelligence (IRCN), The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo 113-0033, Japan.
| | - Denis Burnham
- The MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Locked Bag 1797, Penrith, NSW 2751, Australia
| | - Marina Kalashnikova
- The MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Locked Bag 1797, Penrith, NSW 2751, Australia; BCBL. Basque Center for Cognition, Brain and Language, Paseo Mikeletegi 69, San Sebastian-Donostia, Guipuzcoa 2004, Spain; IKERBASQUE, Basque Foundation for Science, Bilbao, Spain
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14
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Mittag M, Larson E, Taulu S, Clarke M, Kuhl PK. Reduced Theta Sampling in Infants at Risk for Dyslexia across the Sensitive Period of Native Phoneme Learning. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19031180. [PMID: 35162202 PMCID: PMC8835181 DOI: 10.3390/ijerph19031180] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Revised: 01/12/2022] [Accepted: 01/19/2022] [Indexed: 11/27/2022]
Abstract
Research on children and adults with developmental dyslexia-a specific difficulty in learning to read and spell-suggests that phonological deficits in dyslexia are linked to basic auditory deficits in temporal sampling. However, it remains undetermined whether such deficits are already present in infancy, especially during the sensitive period when the auditory system specializes in native phoneme perception. Because dyslexia is strongly hereditary, it is possible to examine infants for early predictors of the condition before detectable symptoms emerge. This study examines low-level auditory temporal sampling in infants at risk for dyslexia across the sensitive period of native phoneme learning. Using magnetoencephalography (MEG), we found deficient auditory sampling at theta in at-risk infants at both 6 and 12 months, indicating atypical auditory sampling at the syllabic rate in those infants across the sensitive period for native-language phoneme learning. This interpretation is supported by our additional finding that auditory sampling at theta predicted later vocabulary comprehension, nonlinguistic communication and the ability to combine words. Our results indicate a possible early marker of risk for dyslexia.
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Affiliation(s)
- Maria Mittag
- Institute for Learning & Brain Sciences, University of Washington, Seattle, WA 98195-7988, USA; (E.L.); (S.T.); (M.C.)
- Correspondence: (M.M.); (P.K.K.)
| | - Eric Larson
- Institute for Learning & Brain Sciences, University of Washington, Seattle, WA 98195-7988, USA; (E.L.); (S.T.); (M.C.)
| | - Samu Taulu
- Institute for Learning & Brain Sciences, University of Washington, Seattle, WA 98195-7988, USA; (E.L.); (S.T.); (M.C.)
- Department of Physics, University of Washington, Seattle, WA 98195-7988, USA
| | - Maggie Clarke
- Institute for Learning & Brain Sciences, University of Washington, Seattle, WA 98195-7988, USA; (E.L.); (S.T.); (M.C.)
| | - Patricia K. Kuhl
- Institute for Learning & Brain Sciences, University of Washington, Seattle, WA 98195-7988, USA; (E.L.); (S.T.); (M.C.)
- Correspondence: (M.M.); (P.K.K.)
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15
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Mothers adapt their voice during children's adolescent development. Sci Rep 2022; 12:951. [PMID: 35046478 PMCID: PMC8770681 DOI: 10.1038/s41598-022-04863-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 12/28/2021] [Indexed: 11/30/2022] Open
Abstract
Mothers alter their speech in a stereotypical manner when addressing infants using high pitch, a wide pitch range, and distinct timbral features. Mothers reduce their vocal pitch after early childhood; however, it is not known whether mother’s voice changes through adolescence as children become increasingly independent from their parents. Here we investigate the vocal acoustics of 50 mothers of older children (ages 7–16) to determine: (1) whether pitch changes associated with child-directed speech decrease with age; (2) whether other acoustical features associated with child-directed speech change with age; and, (3) the relative contribution of acoustical features in predicting child’s age. Results reveal that mothers of older children used lower pitched voices than mothers of younger children, and mother’s voice pitch height predicted their child’s age. Crucially, these effects were present after controlling for mother’s age, accounting for aging-related pitch reductions. Brightness, a timbral feature correlated with pitch height, also showed an inverse relation with child’s age but did not improve prediction of child’s age beyond that accounted for by pitch height. Other acoustic features did not predict child age. Findings suggest that mother’s voice adapts to match their child’s developmental progression into adolescence and this adaptation is independent of mother’s age.
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16
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Animal models of developmental dyslexia: Where we are and what we are missing. Neurosci Biobehav Rev 2021; 131:1180-1197. [PMID: 34699847 DOI: 10.1016/j.neubiorev.2021.10.022] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 10/20/2021] [Accepted: 10/22/2021] [Indexed: 12/21/2022]
Abstract
Developmental dyslexia (DD) is a complex neurodevelopmental disorder and the most common learning disability among both school-aged children and across languages. Recently, sensory and cognitive mechanisms have been reported to be potential endophenotypes (EPs) for DD, and nine DD-candidate genes have been identified. Animal models have been used to investigate the etiopathological pathways that underlie the development of complex traits, as they enable the effects of genetic and/or environmental manipulations to be evaluated. Animal research designs have also been linked to cutting-edge clinical research questions by capitalizing on the use of EPs. For the present scoping review, we reviewed previous studies of murine models investigating the effects of DD-candidate genes. Moreover, we highlighted the use of animal models as an innovative way to unravel new insights behind the pathophysiology of reading (dis)ability and to assess cutting-edge preclinical models.
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17
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Kalashnikova M, Carreiras M. Input quality and speech perception development in bilingual infants' first year of life. Child Dev 2021; 93:e32-e46. [PMID: 34668192 DOI: 10.1111/cdev.13686] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Individual differences in infants' native phonological development have been linked to the quantity and quality of infant-directed speech (IDS). The effects of parental and infant bilingualism on this relation in 131 five- and nine-month-old monolingual and bilingual Spanish and Basque infants (72 male; 59 female; from white middle-class background) were investigated. Bilingualism did not affect the developmental trajectory of infants' native and non-native speech perception and the quality of maternal speech. In both language groups, vowel exaggeration in IDS was significantly related to speech perception skills for 9-month-olds (r = -.30), but not for 5-month-olds. This demonstrates that bilingual and monolingual caregivers provide their infants with speech input that assists their task of learning the phonological inventory of one or two languages.
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Affiliation(s)
- Marina Kalashnikova
- Basque Center on Cognition, Brain and Language, San Sebastian, Spain.,IKERBASQUE, Basque Foundation of Science, Bilbao, Spain
| | - Manuel Carreiras
- Basque Center on Cognition, Brain and Language, San Sebastian, Spain.,IKERBASQUE, Basque Foundation of Science, Bilbao, Spain.,University of the Basque Country UPV/EHU, Leioa, Spain
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18
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McClay EK, Cebioglu S, Broesch T, Yeung HH. Rethinking the phonetics of baby-talk: Differences across Canada and Vanuatu in the articulation of mothers' speech to infants. Dev Sci 2021; 25:e13180. [PMID: 34633716 DOI: 10.1111/desc.13180] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 09/04/2021] [Accepted: 09/15/2021] [Indexed: 11/29/2022]
Abstract
Infant-directed speech (IDS) is phonetically distinct from adult-directed speech (ADS): It is typically considered to have special prosody-like higher pitch and slower speaking rates-as well as unique speech sound properties, for example, more breathy, hyperarticulated, and/or variable consonant and vowel articulation. These phonetic features are widely observed in the IDS of caregivers from urbanized contexts who speak a handful of very well-researched languages. Yet studies with more diverse socio-cultural and linguistic samples show that this "typical" IDS prosody is not consistently observed across cultures. We extended cross-cultural work by examining IDS speech segment articulation, which-like prosody-is also thought to be a characteristic phonetic feature of IDS that might aid speech and language development. Here we asked whether IDS vowels have different articulatory features compared to ADS vowels in two distinct linguistic and socio-cultural contexts: urban English-speaking Canadian mothers, and rural Lenakel- and Southwest Tanna-speaking ni-Vanuatu mothers (n = 57, 20-46 years of age). Replicating prior work, Canadian mothers had more variable vowels in IDS compared to ADS, but also did not show clear register differences for breathiness or hyperarticulation. Vowels spoken by ni-Vanuatu mothers showed very distinct articulatory tendencies, using less variable (and less breathy) IDS vowels. Along with other work showing diversity in IDS phonetics across populations, this paper suggests that any understanding of how IDS might aid speech and language development are best examined through a culturally- and linguistically-specific lens.
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Affiliation(s)
- Elise K McClay
- Department of Linguistics, Simon Fraser University, Burnaby, BC, Canada
| | - Senay Cebioglu
- Department of Psychology, Simon Fraser University, Burnaby, BC, Canada.,Department of Human Behavior, Ecology and Culture, Max Planck Institute for Evolutionary Anthropology, Deutscher Platz 6, Leipzig, 04103, Germany
| | - Tanya Broesch
- Department of Human Behavior, Ecology and Culture, Max Planck Institute for Evolutionary Anthropology, Deutscher Platz 6, Leipzig, 04103, Germany
| | - H Henny Yeung
- Department of Linguistics, Simon Fraser University, Burnaby, BC, Canada.,Integrative Neuroscience and Cognition Center, UMR 8002, Centre national de la recherche scientifique (CNRS) & Université de Paris, Paris, 75006, France
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19
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Marklund U, Marklund E, Gustavsson L. Relationship Between Parent Vowel Hyperarticulation in Infant-Directed Speech and Infant Phonetic Complexity on the Level of Conversational Turns. Front Psychol 2021; 12:688242. [PMID: 34421739 PMCID: PMC8371631 DOI: 10.3389/fpsyg.2021.688242] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Accepted: 06/11/2021] [Indexed: 11/13/2022] Open
Abstract
When speaking to infants, parents typically use infant-directed speech, a speech register that in several aspects differs from that directed to adults. Vowel hyperarticulation, that is, extreme articulation of vowels, is one characteristic sometimes found in infant-directed speech, and it has been suggested that there exists a relationship between how much vowel hyperarticulation parents use when speaking to their infant and infant language development. In this study, the relationship between parent vowel hyperarticulation and phonetic complexity of infant vocalizations is investigated. Previous research has shown that on the level of subject means, a positive correlational relationship exists. However, the previous findings do not provide information about the directionality of that relationship. In this study the relationship is investigated on a conversational turn level, which makes it possible to draw conclusions on whether the behavior of the infant is impacting the parent, the behavior of the parent is impacting the infant, or both. Parent vowel hyperarticulation was quantified using the vhh-index, a measure that allows vowel hyperarticulation to be estimated for individual vowel tokens. Phonetic complexity of infant vocalizations was calculated using the Word Complexity Measure for Swedish. Findings were unexpected in that a negative relationship was found between parent vowel hyperarticulation and phonetic complexity of the immediately following infant vocalization. Directionality was suggested by the fact that no such relationship was found between infant phonetic complexity and vowel hyperarticulation of the immediately following parent utterance. A potential explanation for these results is that high degrees of vowel hyperarticulation either provide, or co-occur with, large amounts of phonetic and/or linguistic information, which may occupy processing resources to an extent that affects production of the next vocalization.
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Affiliation(s)
- Ulrika Marklund
- Division of Sensory Organs and Communication, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden.,Department of Neurology, Speech and Language Clinic, Danderyd Hospital, Stockholm, Sweden.,Division of Speech and Language Pathology, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden
| | - Ellen Marklund
- Phonetics Laboratory, Stockholm Babylab, Department of Linguistics, Stockholm University, Stockholm, Sweden
| | - Lisa Gustavsson
- Division of Speech and Language Pathology, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden.,Phonetics Laboratory, Stockholm Babylab, Department of Linguistics, Stockholm University, Stockholm, Sweden
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20
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Marklund E, Marklund U, Gustavsson L. An Association Between Phonetic Complexity of Infant Vocalizations and Parent Vowel Hyperarticulation. Front Psychol 2021; 12:693866. [PMID: 34354637 PMCID: PMC8329736 DOI: 10.3389/fpsyg.2021.693866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Accepted: 06/21/2021] [Indexed: 12/02/2022] Open
Abstract
Extreme or exaggerated articulation of vowels, or vowel hyperarticulation, is a characteristic commonly found in infant-directed speech (IDS). High degrees of vowel hyperarticulation in parent IDS has been tied to better speech sound category development and bigger vocabulary size in infants. In the present study, the relationship between vowel hyperarticulation in Swedish IDS to 12-month-old and phonetic complexity of infant vocalizations is investigated. Articulatory adaptation toward hyperarticulation is quantified as difference in vowel space area between IDS and adult-directed speech (ADS). Phonetic complexity is estimated using the Word Complexity Measure for Swedish (WCM-SE). The results show that vowels in IDS was more hyperarticulated than vowels in ADS, and that parents' articulatory adaptation in terms of hyperarticulation correlates with phonetic complexity of infant vocalizations. This can be explained either by the parents' articulatory behavior impacting the infants' vocalization behavior, the infants' social and communicative cues eliciting hyperarticulation in the parents' speech, or the two variables being impacted by a third, underlying variable such as parents' general communicative adaptiveness.
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Affiliation(s)
- Ellen Marklund
- Phonetics Laboratory, Stockholm Babylab, Department of Linguistics, Stockholm University, Stockholm, Sweden
| | - Ulrika Marklund
- Division of Sensory Organs and Communication, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
- Speech and Language Clinic, Department of Neurology, Danderyd Hospital, Stockholm, Sweden
- Division of Speech and Language Pathology, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden
| | - Lisa Gustavsson
- Phonetics Laboratory, Stockholm Babylab, Department of Linguistics, Stockholm University, Stockholm, Sweden
- Division of Speech and Language Pathology, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden
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21
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Ludusan B, Mazuka R, Dupoux E. Does Infant-Directed Speech Help Phonetic Learning? A Machine Learning Investigation. Cogn Sci 2021; 45:e12946. [PMID: 34018231 DOI: 10.1111/cogs.12946] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Revised: 12/17/2020] [Accepted: 12/31/2020] [Indexed: 11/28/2022]
Abstract
A prominent hypothesis holds that by speaking to infants in infant-directed speech (IDS) as opposed to adult-directed speech (ADS), parents help them learn phonetic categories. Specifically, two characteristics of IDS have been claimed to facilitate learning: hyperarticulation, which makes the categories more separable, and variability, which makes the generalization more robust. Here, we test the separability and robustness of vowel category learning on acoustic representations of speech uttered by Japanese adults in ADS, IDS (addressed to 18- to 24-month olds), or read speech (RS). Separability is determined by means of a distance measure computed between the five short vowel categories of Japanese, while robustness is assessed by testing the ability of six different machine learning algorithms trained to classify vowels to generalize on stimuli spoken by a novel speaker in ADS. Using two different speech representations, we find that hyperarticulated speech, in the case of RS, can yield better separability, and that increased between-speaker variability in ADS can yield, for some algorithms, more robust categories. However, these conclusions do not apply to IDS, which turned out to yield neither more separable nor more robust categories compared to ADS inputs. We discuss the usefulness of machine learning algorithms run on real data to test hypotheses about the functional role of IDS.
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Affiliation(s)
- Bogdan Ludusan
- Laboratory for Language Development, RIKEN Center for Brain Science.,Phonetics Workgroup, Faculty of Linguistics and Literary Studies, Bielefeld University
| | - Reiko Mazuka
- Laboratory for Language Development, RIKEN Center for Brain Science.,Department of Psychology and Neuroscience, Duke University
| | - Emmanuel Dupoux
- Laboratoire de Sciences Cognitives et Psycholiguistique, EHESS/ENS/PSL/CNRS/INRIA
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22
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Van Hirtum T, Ghesquière P, Wouters J. A Bridge over Troubled Listening: Improving Speech-in-Noise Perception by Children with Dyslexia. J Assoc Res Otolaryngol 2021; 22:465-480. [PMID: 33861393 DOI: 10.1007/s10162-021-00793-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Accepted: 02/26/2021] [Indexed: 10/21/2022] Open
Abstract
Developmental dyslexia is most commonly associated with phonological processing difficulties. However, children with dyslexia may experience poor speech-in-noise perception as well. Although there is an ongoing debate whether a speech perception deficit is inherent to dyslexia or acts as an aggravating risk factor compromising learning to read indirectly, improving speech perception might boost reading-related skills and reading acquisition. In the current study, we evaluated advanced speech technology as applied in auditory prostheses, to promote and eventually normalize speech perception of school-aged children with dyslexia, i.e., envelope enhancement (EE). The EE strategy automatically detects and emphasizes onset cues and consequently reinforces the temporal structure of the speech envelope. Our results confirmed speech-in-noise perception difficulties by children with dyslexia. However, we found that exaggerating temporal "landmarks" of the speech envelope (i.e., amplitude rise time and modulations)-by using EE-passively and instantaneously improved speech perception in noise for children with dyslexia. Moreover, the benefit derived from EE was large enough to completely bridge the initial gap between children with dyslexia and their typical reading peers. Taken together, the beneficial outcome of EE suggests an important contribution of the temporal structure of the envelope to speech perception in noise difficulties in dyslexia, providing an interesting foundation for future intervention studies based on auditory and speech rhythm training.
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Affiliation(s)
- Tilde Van Hirtum
- Department of Neurosciences, Research Group Experimental ORL, KU Leuven University of Leuven, Leuven, Belgium. .,Faculty of Psychology and Educational Sciences, Parenting and Special Education Research Unit, KU Leuven University of Leuven, Leuven, Belgium.
| | - Pol Ghesquière
- Faculty of Psychology and Educational Sciences, Parenting and Special Education Research Unit, KU Leuven University of Leuven, Leuven, Belgium
| | - Jan Wouters
- Department of Neurosciences, Research Group Experimental ORL, KU Leuven University of Leuven, Leuven, Belgium
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23
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Woolard A, Lane AE, Campbell LE, Whalen OM, Swaab L, Karayanidis F, Barker D, Murphy V, Benders T. Infant and Child-Directed Speech Used with Infants and Children at Risk or Diagnosed with Autism Spectrum Disorder: a Scoping Review. REVIEW JOURNAL OF AUTISM AND DEVELOPMENTAL DISORDERS 2021. [DOI: 10.1007/s40489-021-00253-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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24
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Lovcevic I, Kalashnikova M, Burnham D. Acoustic features of infant-directed speech to infants with hearing loss. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2020; 148:3399. [PMID: 33379914 DOI: 10.1121/10.0002641] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/2020] [Accepted: 10/23/2020] [Indexed: 06/12/2023]
Abstract
This study investigated the effects of hearing loss and hearing experience on the acoustic features of infant-directed speech (IDS) to infants with hearing loss (HL) compared to controls with normal hearing (NH) matched by either chronological or hearing age (experiment 1) and across development in infants with hearing loss as well as the relation between IDS features and infants' developing lexical abilities (experiment 2). Both experiments included detailed acoustic analyses of mothers' productions of the three corner vowels /a, i, u/ and utterance-level pitch in IDS and in adult-directed speech. Experiment 1 demonstrated that IDS to infants with HL was acoustically more variable than IDS to hearing-age matched infants with NH. Experiment 2 yielded no changes in IDS features over development; however, the results did show a positive relationship between formant distances in mothers' speech and infants' concurrent receptive vocabulary size, as well as between vowel hyperarticulation and infants' expressive vocabulary. These findings suggest that despite infants' HL and thus diminished access to speech input, infants with HL are exposed to IDS with generally similar acoustic qualities as are infants with NH. However, some differences persist, indicating that infants with HL might receive less intelligible speech.
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Affiliation(s)
- Irena Lovcevic
- The MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Locked Bag 1797, Penrith NSW 2751, Australia
| | - Marina Kalashnikova
- BCBL, Basque Center on Cognition, Brain and Language, Mikeletegi Pasealekua, 69, Donostia, Gipuzkoa 20009, Spain
| | - Denis Burnham
- The MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Locked Bag 1797, Penrith NSW 2751, Australia
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25
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Goswami U, Huss M, Mead N, Fosker T. Auditory Sensory Processing and Phonological Development in High IQ and Exceptional Readers, Typically Developing Readers, and Children With Dyslexia: A Longitudinal Study. Child Dev 2020; 92:1083-1098. [PMID: 32851656 DOI: 10.1111/cdev.13459] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Phonological difficulties characterize children with developmental dyslexia across languages, but whether impaired auditory processing underlies these phonological difficulties is debated. Here the causal question is addressed by exploring whether individual differences in sensory processing predict the development of phonological awareness in 86 English-speaking lower- and middle-class children aged 8 years in 2005 who had dyslexia, or were age-matched typically developing children, some with exceptional reading/high IQ. The predictive relations between auditory processing and phonological development are robust for this sample even when phonological awareness at Time 1 (the autoregressor) is controlled. High reading/IQ does not much impact these relations. The data suggest that basic sensory abilities are significant longitudinal predictors of growth in phonological awareness in children.
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Affiliation(s)
| | | | | | - Tim Fosker
- University of Cambridge.,Queen's University
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26
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Kalashnikova M, Goswami U, Burnham D. Infant‐directed speech to infants at risk for dyslexia: A novel cross‐dyad design. INFANCY 2020. [DOI: 10.1111/infa.12329] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Marina Kalashnikova
- BCBL ‐ Basque Center on Cognition, Brain and Language San Sebastian Spain
- The MARCS Institute for Brain, Behaviour and Development Western Sydney University Penrith NSW Australia
| | - Usha Goswami
- Centre for Neuroscience in Education University of Cambridge Cambridge UK
| | - Denis Burnham
- The MARCS Institute for Brain, Behaviour and Development Western Sydney University Penrith NSW Australia
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27
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Kalashnikova M, Goswami U, Burnham D. Novel word learning deficits in infants at family risk for dyslexia. DYSLEXIA (CHICHESTER, ENGLAND) 2020; 26:3-17. [PMID: 31994263 DOI: 10.1002/dys.1649] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2018] [Revised: 08/06/2019] [Accepted: 11/26/2019] [Indexed: 06/10/2023]
Abstract
Children of reading age diagnosed with dyslexia show deficits in reading and spelling skills, but early markers of later dyslexia are already present in infancy in auditory processing and phonological domains. Deficits in lexical development are not typically associated with dyslexia. Nevertheless, it is possible that early auditory/phonological deficits would have detrimental effects on the encoding and storage of novel lexical items. Word-learning difficulties have been demonstrated in school-aged dyslexic children using paired associate learning tasks, but earlier manifestations in infants who are at family risk for dyslexia have not been investigated. This study assessed novel word learning in 19-month-old infants at risk for dyslexia (by virtue of having one dyslexic parent) and infants not at risk for any developmental disorder. Infants completed a word-learning task that required them to map two novel words to their corresponding novel referents. Not at-risk infants showed increased looking time to the novel referents at test compared with at-risk infants. These findings demonstrate, for the first time, that at-risk infants show differences in novel word-learning (fast-mapping) tasks compared with not at-risk infants. Our findings have implications for the development and consolidation of early lexical and phonological skills in infants at family risk of later dyslexia.
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Affiliation(s)
- Marina Kalashnikova
- BCBL Basque Center on Cognition, Brain and Language, San Sebastian, Spain
- The MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Sydney, New South Wales, Australia
| | - Usha Goswami
- Centre for Neuroscience in Education, University of Cambridge, Cambridge, UK
| | - Denis Burnham
- The MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Sydney, New South Wales, Australia
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28
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Rooijen R, Bekkers E, Junge C. Beneficial effects of the mother's voice on infants’ novel word learning. INFANCY 2019; 24:838-856. [DOI: 10.1111/infa.12312] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Revised: 08/28/2019] [Accepted: 08/28/2019] [Indexed: 11/30/2022]
Affiliation(s)
- Rianne Rooijen
- Department of Experimental Psychology Helmholtz Institute Utrecht University Utrecht The Netherlands
- Department of Developmental Psychology Utrecht University Utrecht The Netherlands
| | - Eline Bekkers
- The Generation R Study Group Erasmus Medical Center Rotterdam The Netherlands
| | - Caroline Junge
- Department of Experimental Psychology Helmholtz Institute Utrecht University Utrecht The Netherlands
- Department of Developmental Psychology Utrecht University Utrecht The Netherlands
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Kalashnikova M, Goswami U, Burnham D. Delayed development of phonological constancy in toddlers at family risk for dyslexia. Infant Behav Dev 2019; 57:101327. [PMID: 31207365 DOI: 10.1016/j.infbeh.2019.101327] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Revised: 04/26/2019] [Accepted: 04/27/2019] [Indexed: 10/26/2022]
Abstract
Phonological constancy refers to infants' ability to disregard variations in the phonetic realisation of speech sounds that do not indicate lexical contrast, e.g., when listening to accented speech. In typically-developing infants, this ability develops between 15- and 19-months of age, coinciding with the consolidation of infants' native phonological competence and vocabulary growth. Here we investigated the developmental time course of phonological constancy in infants at family risk for developmental dyslexia, using a longitudinal design. Developmental dyslexia is a disorder affecting the acquisition of reading and spelling skills, and it also affects early auditory processing, speech perception, and lexical acquisition. Infants at-risk and not at-risk for dyslexia, based on a family history of dyslexia, participated when they were 15-, 19-, and 26-months of age. Phonological constancy was indexed by comparing at-risk and not at-risk infants' ability to recognise familiar words in two preferential looking tasks: (1) a task using words presented in their native accent, and (2) a task using words presented in a non-native accent. We expected a delay in phonological constancy for the at-risk infants. As predicted, in the non-native accent task, not at-risk infants recognised familiar words by 19 months, but at-risk infants did not. The control infants thus exhibited phonological constancy. By 26 months, at-risk toddlers did show successful word recognition in the native accent task. However, for the non-native accent task at 26 months, neither at-risk nor control infants showed familiar word recognition. These findings are discussed in terms of the impact of family risk for dyslexia on toddlers' consolidation of early phonological and lexical skills.
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Affiliation(s)
- Marina Kalashnikova
- BCBL. Basque Center on Cognition, Brain and Language, Donostia, Spain; The MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Penrith, Australia.
| | - Usha Goswami
- Centre for Neuroscience in Education, University of Cambridge, Cambridge, UK
| | - Denis Burnham
- The MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Penrith, Australia
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Kalashnikova M, Goswami U, Burnham D. Sensitivity to amplitude envelope rise time in infancy and vocabulary development at 3 years: A significant relationship. Dev Sci 2019; 22:e12836. [PMID: 31004544 DOI: 10.1111/desc.12836] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2018] [Revised: 03/17/2019] [Accepted: 04/13/2019] [Indexed: 11/29/2022]
Abstract
Here we report, for the first time, a relationship between sensitivity to amplitude envelope rise time in infants and their later vocabulary development. Recent research in auditory neuroscience has revealed that amplitude envelope rise time plays a mechanistic role in speech encoding. Accordingly, individual differences in infant discrimination of amplitude envelope rise times could be expected to relate to individual differences in language acquisition. A group of 50 infants taking part in a longitudinal study contributed rise time discrimination thresholds when aged 7 and 10 months, and their vocabulary development was measured at 3 years. Experimental measures of phonological sensitivity were also administered at 3 years. Linear mixed effect models taking rise time sensitivity as the dependent variable, and controlling for non-verbal IQ, showed significant predictive effects for vocabulary at 3 years, but not for the phonological sensitivity measures. The significant longitudinal relationship between amplitude envelope rise time discrimination and vocabulary development suggests that early rise time discrimination abilities have an impact on speech processing by infants.
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Affiliation(s)
- Marina Kalashnikova
- BCBL, Basque Center on Cognition, Brain and Language, Donostia, Spain.,The MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Penrith, Australia
| | - Usha Goswami
- Centre for Neuroscience in Education, University of Cambridge, Cambridge, UK
| | - Denis Burnham
- The MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Penrith, Australia
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Kalashnikova M, Burnham D. Infant-directed speech from seven to nineteen months has similar acoustic properties but different functions. JOURNAL OF CHILD LANGUAGE 2018; 45:1035-1053. [PMID: 29502549 DOI: 10.1017/s0305000917000629] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
This longitudinal study assessed three acoustic components of maternal infant-directed speech (IDS) - pitch, affect, and vowel hyperarticulation - in relation to infants' age and their expressive vocabulary size. These three individual components were measured in IDS addressed to infants at 7, 9, 11, 15, and 19 months (N = 18). All three components were exaggerated at all ages in mothers' IDS compared to their adult-directed speech. Importantly, the only significant predictor of infants' expressive vocabulary size at 15 and 19 months was vowel hyperarticulation, but only at 9 months and beyond, not at 7 months, and not pitch or affect at any age. These results set apart vowel hyperarticulation in IDS to infants as the critical IDS component for vocabulary development. Thus IDS, specifically the degree of vowel hyperarticulation therein, is a vehicle by which parents can provide the most optimal speech quality for their infants' linguistic and communicative development.
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Affiliation(s)
- Marina Kalashnikova
- The MARCS Institute for Brain,Behaviour and Development,Western Sydney University
| | - Denis Burnham
- The MARCS Institute for Brain,Behaviour and Development,Western Sydney University
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Kalashnikova M, Carignan C, Burnham D. The origins of babytalk: smiling, teaching or social convergence? ROYAL SOCIETY OPEN SCIENCE 2017; 4:170306. [PMID: 28878980 PMCID: PMC5579095 DOI: 10.1098/rsos.170306] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Accepted: 06/28/2017] [Indexed: 05/21/2023]
Abstract
When addressing their young infants, parents systematically modify their speech. Such infant-directed speech (IDS) contains exaggerated vowel formants, which have been proposed to foster language development via articulation of more distinct speech sounds. Here, this assumption is rigorously tested using both acoustic and, for the first time, fine-grained articulatory measures. Mothers were recorded speaking to their infant and to another adult, and measures were taken of their acoustic vowel space, their tongue and lip movements and the length of their vocal tract. Results showed that infant- but not adult-directed speech contains acoustically exaggerated vowels, and these are not the product of adjustments to tongue or to lip movements. Rather, they are the product of a shortened vocal tract due to a raised larynx, which can be ascribed to speakers' unconscious effort to appear smaller and more non-threatening to the young infant. This adjustment in IDS may be a vestige of early mother-infant interactions, which had as its primary purpose the transmission of non-aggressiveness and/or a primitive manifestation of pre-linguistic vocal social convergence of the mother to her infant. With the advent of human language, this vestige then acquired a secondary purpose-facilitating language acquisition via the serendipitously exaggerated vowels.
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Affiliation(s)
- Marina Kalashnikova
- The MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Locked Bag 1957, Penrith 2527, Australia
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