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Puertollano M, Ribas-Prats T, Gorina-Careta N, Ijjou-Kadiri S, Arenillas-Alcón S, Mondéjar-Segovia A, Dolores Gómez-Roig M, Escera C. Longitudinal trajectories of the neural encoding mechanisms of speech-sound features during the first year of life. BRAIN AND LANGUAGE 2024; 258:105474. [PMID: 39326253 DOI: 10.1016/j.bandl.2024.105474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Revised: 09/10/2024] [Accepted: 09/12/2024] [Indexed: 09/28/2024]
Abstract
Infants quickly recognize the sounds of their mother language, perceiving the spectrotemporal acoustic features of speech. However, the underlying neural machinery remains unclear. We used an auditory evoked potential termed frequency-following response (FFR) to unravel the neural encoding maturation for two speech sound characteristics: voice pitch and temporal fine structure. 37 healthy-term neonates were tested at birth and retested at the ages of six and twelve months. Results revealed a reduction in neural phase-locking onset to the stimulus envelope from birth to six months, stabilizing by twelve months. While neural encoding of voice pitch remained consistent across ages, temporal fine structure encoding matured rapidly from birth to six months, without further improvement from six to twelve months. Results highlight the critical importance of the first six months of life in the maturation of neural encoding mechanisms that are crucial for phoneme discrimination during early language acquisition.
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Affiliation(s)
- Marta Puertollano
- Brainlab - Cognitive Neuroscience Research Group. Department of Clinical Psychology and Psychobiology, University of Barcelona, Catalonia, Spain; Institute of Neurosciences, University of Barcelona, Catalonia, Spain; Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
| | - Teresa Ribas-Prats
- Brainlab - Cognitive Neuroscience Research Group. Department of Clinical Psychology and Psychobiology, University of Barcelona, Catalonia, Spain; Institute of Neurosciences, University of Barcelona, Catalonia, Spain; Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
| | - Natàlia Gorina-Careta
- Brainlab - Cognitive Neuroscience Research Group. Department of Clinical Psychology and Psychobiology, University of Barcelona, Catalonia, Spain; Institute of Neurosciences, University of Barcelona, Catalonia, Spain; Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
| | - Siham Ijjou-Kadiri
- Brainlab - Cognitive Neuroscience Research Group. Department of Clinical Psychology and Psychobiology, University of Barcelona, Catalonia, Spain; Institute of Neurosciences, University of Barcelona, Catalonia, Spain; Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
| | - Sonia Arenillas-Alcón
- Brainlab - Cognitive Neuroscience Research Group. Department of Clinical Psychology and Psychobiology, University of Barcelona, Catalonia, Spain; Institute of Neurosciences, University of Barcelona, Catalonia, Spain; Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
| | - Alejandro Mondéjar-Segovia
- Brainlab - Cognitive Neuroscience Research Group. Department of Clinical Psychology and Psychobiology, University of Barcelona, Catalonia, Spain; Institute of Neurosciences, University of Barcelona, Catalonia, Spain; Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
| | - María Dolores Gómez-Roig
- Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain; BCNatal - Barcelona Center for Maternal Fetal and Neonatal Medicine, Hospital Sant Joan de Déu and Hospital Clínic), University of Barcelona, Catalonia, Spain
| | - Carles Escera
- Brainlab - Cognitive Neuroscience Research Group. Department of Clinical Psychology and Psychobiology, University of Barcelona, Catalonia, Spain; Institute of Neurosciences, University of Barcelona, Catalonia, Spain; Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain.
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Gorina-Careta N, Arenillas-Alcón S, Puertollano M, Mondéjar-Segovia A, Ijjou-Kadiri S, Costa-Faidella J, Gómez-Roig MD, Escera C. Exposure to bilingual or monolingual maternal speech during pregnancy affects the neurophysiological encoding of speech sounds in neonates differently. Front Hum Neurosci 2024; 18:1379660. [PMID: 38841122 PMCID: PMC11150635 DOI: 10.3389/fnhum.2024.1379660] [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: 01/31/2024] [Accepted: 04/22/2024] [Indexed: 06/07/2024] Open
Abstract
Introduction Exposure to maternal speech during the prenatal period shapes speech perception and linguistic preferences, allowing neonates to recognize stories heard frequently in utero and demonstrating an enhanced preference for their mother's voice and native language. Yet, with a high prevalence of bilingualism worldwide, it remains an open question whether monolingual or bilingual maternal speech during pregnancy influence differently the fetus' neural mechanisms underlying speech sound encoding. Methods In the present study, the frequency-following response (FFR), an auditory evoked potential that reflects the complex spectrotemporal dynamics of speech sounds, was recorded to a two-vowel /oa/ stimulus in a sample of 129 healthy term neonates within 1 to 3 days after birth. Newborns were divided into two groups according to maternal language usage during the last trimester of gestation (monolingual; bilingual). Spectral amplitudes and spectral signal-to-noise ratios (SNR) at the stimulus fundamental (F0) and first formant (F1) frequencies of each vowel were, respectively, taken as measures of pitch and formant structure neural encoding. Results Our results reveal that while spectral amplitudes at F0 did not differ between groups, neonates from bilingual mothers exhibited a lower spectral SNR. Additionally, monolingually exposed neonates exhibited a higher spectral amplitude and SNR at F1 frequencies. Discussion We interpret our results under the consideration that bilingual maternal speech, as compared to monolingual, is characterized by a greater complexity in the speech sound signal, rendering newborns from bilingual mothers more sensitive to a wider range of speech frequencies without generating a particularly strong response at any of them. Our results contribute to an expanding body of research indicating the influence of prenatal experiences on language acquisition and underscore the necessity of including prenatal language exposure in developmental studies on language acquisition, a variable often overlooked yet capable of influencing research outcomes.
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Affiliation(s)
- Natàlia Gorina-Careta
- Brainlab – Cognitive Neuroscience Research Group, Departament de Psicologia Clinica i Psicobiologia, Universitat de Barcelona, Barcelona, Spain
- Institut de Neurociènces, Universitat de Barcelona, Barcelona, Spain
- Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
| | - Sonia Arenillas-Alcón
- Brainlab – Cognitive Neuroscience Research Group, Departament de Psicologia Clinica i Psicobiologia, Universitat de Barcelona, Barcelona, Spain
- Institut de Neurociènces, Universitat de Barcelona, Barcelona, Spain
- Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
| | - Marta Puertollano
- Brainlab – Cognitive Neuroscience Research Group, Departament de Psicologia Clinica i Psicobiologia, Universitat de Barcelona, Barcelona, Spain
- Institut de Neurociènces, Universitat de Barcelona, Barcelona, Spain
- Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
| | - Alejandro Mondéjar-Segovia
- Brainlab – Cognitive Neuroscience Research Group, Departament de Psicologia Clinica i Psicobiologia, Universitat de Barcelona, Barcelona, Spain
- Institut de Neurociènces, Universitat de Barcelona, Barcelona, Spain
| | - Siham Ijjou-Kadiri
- Brainlab – Cognitive Neuroscience Research Group, Departament de Psicologia Clinica i Psicobiologia, Universitat de Barcelona, Barcelona, Spain
- Institut de Neurociènces, Universitat de Barcelona, Barcelona, Spain
| | - Jordi Costa-Faidella
- Brainlab – Cognitive Neuroscience Research Group, Departament de Psicologia Clinica i Psicobiologia, Universitat de Barcelona, Barcelona, Spain
- Institut de Neurociènces, Universitat de Barcelona, Barcelona, Spain
- Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
| | - María Dolores Gómez-Roig
- Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
- BCNatal – Barcelona Center for Maternal Fetal and Neonatal Medicine (Hospital Sant Joan de Déu and Hospital Clínic), University of Barcelona, Barcelona, Spain
| | - Carles Escera
- Brainlab – Cognitive Neuroscience Research Group, Departament de Psicologia Clinica i Psicobiologia, Universitat de Barcelona, Barcelona, Spain
- Institut de Neurociènces, Universitat de Barcelona, Barcelona, Spain
- Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
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Ribas-Prats T, Arenillas-Alcón S, Martínez SIF, Gómez-Roig MD, Escera C. The frequency-following response in late preterm neonates: a pilot study. Front Psychol 2024; 15:1341171. [PMID: 38784610 PMCID: PMC11112609 DOI: 10.3389/fpsyg.2024.1341171] [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: 11/19/2023] [Accepted: 04/23/2024] [Indexed: 05/25/2024] Open
Abstract
Introduction Infants born very early preterm are at high risk of language delays. However, less is known about the consequences of late prematurity. Hence, the aim of the present study is to characterize the neural encoding of speech sounds in late preterm neonates in comparison with those born at term. Methods The speech-evoked frequency-following response (FFR) was recorded to a consonant-vowel stimulus /da/ in 36 neonates in three different groups: 12 preterm neonates [mean gestational age (GA) 36.05 weeks], 12 "early term neonates" (mean GA 38.3 weeks), and "late term neonates" (mean GA 41.01 weeks). Results From the FFR recordings, a delayed neural response and a weaker stimulus F0 encoding in premature neonates compared to neonates born at term was observed. No differences in the response time onset nor in stimulus F0 encoding were observed between the two groups of neonates born at term. No differences between the three groups were observed in the neural encoding of the stimulus temporal fine structure. Discussion These results highlight alterations in the neural encoding of speech sounds related to prematurity, which were present for the stimulus F0 but not for its temporal fine structure.
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Affiliation(s)
- Teresa Ribas-Prats
- Brainlab–Cognitive Neuroscience Research Group. Department of Clinical Psychology and Psychobiology, University of Barcelona, Barcelona, Spain
- Institute of Neurosciences, University of Barcelona, Barcelona, Spain
- Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
| | - Sonia Arenillas-Alcón
- Brainlab–Cognitive Neuroscience Research Group. Department of Clinical Psychology and Psychobiology, University of Barcelona, Barcelona, Spain
- Institute of Neurosciences, University of Barcelona, Barcelona, Spain
- Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
| | - Silvia Irene Ferrero Martínez
- Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
- BCNatal–Barcelona Center for Maternal Fetal and Neonatal Medicine (Hospital Sant Joan de Déu and Hospital Clínic), University of Barcelona, Barcelona, Spain
| | - Maria Dolores Gómez-Roig
- Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
- BCNatal–Barcelona Center for Maternal Fetal and Neonatal Medicine (Hospital Sant Joan de Déu and Hospital Clínic), University of Barcelona, Barcelona, Spain
| | - Carles Escera
- Brainlab–Cognitive Neuroscience Research Group. Department of Clinical Psychology and Psychobiology, University of Barcelona, Barcelona, Spain
- Institute of Neurosciences, University of Barcelona, Barcelona, Spain
- Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
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Ribas-Prats T, Cordero G, Lip-Sosa DL, Arenillas-Alcón S, Costa-Faidella J, Gómez-Roig MD, Escera C. Developmental Trajectory of the Frequency-Following Response During the First 6 Months of Life. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2023; 66:4785-4800. [PMID: 37944057 DOI: 10.1044/2023_jslhr-23-00104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2023]
Abstract
PURPOSE The aim of the present study is to characterize the maturational changes during the first 6 months of life in the neural encoding of two speech sound features relevant for early language acquisition: the stimulus fundamental frequency (fo), related to stimulus pitch, and the vowel formant composition, particularly F1. The frequency-following response (FFR) was used as a snapshot into the neural encoding of these two stimulus attributes. METHOD FFRs to a consonant-vowel stimulus /da/ were retrieved from electroencephalographic recordings in a sample of 80 healthy infants (45 at birth and 35 at the age of 1 month). Thirty-two infants (16 recorded at birth and 16 recorded at 1 month) returned for a second recording at 6 months of age. RESULTS Stimulus fo and F1 encoding showed improvements from birth to 6 months of age. Most remarkably, a significant improvement in the F1 neural encoding was observed during the first month of life. CONCLUSION Our results highlight the rapid and sustained maturation of the basic neural machinery necessary for the phoneme discrimination ability during the first 6 months of age.
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Affiliation(s)
- Teresa Ribas-Prats
- Brainlab - Cognitive Neuroscience Research Group, Department of Clinical Psychology and Psychobiology, University of Barcelona, Spain
- Institute of Neurosciences, University of Barcelona, Spain
- Institut de Recerca Sant Joan de Déu, Barcelona, Spain
| | - Gaël Cordero
- Brainlab - Cognitive Neuroscience Research Group, Department of Clinical Psychology and Psychobiology, University of Barcelona, Spain
- Institute of Neurosciences, University of Barcelona, Spain
- Institut de Recerca Sant Joan de Déu, Barcelona, Spain
| | - Diana Lucia Lip-Sosa
- Institut de Recerca Sant Joan de Déu, Barcelona, Spain
- BCNatal - Barcelona Center for Maternal-Fetal and Neonatal Medicine (Hospital Sant Joan de Déu and Hospital Clínic), University of Barcelona, Spain
| | - Sonia Arenillas-Alcón
- Brainlab - Cognitive Neuroscience Research Group, Department of Clinical Psychology and Psychobiology, University of Barcelona, Spain
- Institute of Neurosciences, University of Barcelona, Spain
- Institut de Recerca Sant Joan de Déu, Barcelona, Spain
| | - Jordi Costa-Faidella
- Brainlab - Cognitive Neuroscience Research Group, Department of Clinical Psychology and Psychobiology, University of Barcelona, Spain
- Institute of Neurosciences, University of Barcelona, Spain
- Institut de Recerca Sant Joan de Déu, Barcelona, Spain
| | - María Dolores Gómez-Roig
- Institut de Recerca Sant Joan de Déu, Barcelona, Spain
- BCNatal - Barcelona Center for Maternal-Fetal and Neonatal Medicine (Hospital Sant Joan de Déu and Hospital Clínic), University of Barcelona, Spain
| | - Carles Escera
- Brainlab - Cognitive Neuroscience Research Group, Department of Clinical Psychology and Psychobiology, University of Barcelona, Spain
- Institute of Neurosciences, University of Barcelona, Spain
- Institut de Recerca Sant Joan de Déu, Barcelona, Spain
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Novitskiy N, Chan PHY, Chan M, Lai CM, Leung TY, Leung TF, Bornstein MH, Lam HS, Wong PCM. Deficits in neural encoding of speech in preterm infants. Dev Cogn Neurosci 2023; 61:101259. [PMID: 37257249 DOI: 10.1016/j.dcn.2023.101259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Revised: 05/19/2023] [Accepted: 05/25/2023] [Indexed: 06/02/2023] Open
Abstract
Preterm children show developmental cognitive and language deficits that can be subtle and sometimes undetectable until later in life. Studies of brain development in children who are born preterm have largely focused on vascular and gross anatomical characteristics rather than pathophysiological processes that may contribute to these developmental deficits. Neural encoding of speech as reflected in EEG recordings is predictive of future language development and could provide insights into those pathophysiological processes. We recorded EEG from 45 preterm (≤ 34 weeks of gestation) and 45 term (≥ 38 weeks) Chinese-learning infants 0-12 months of (corrected) age during natural sleep. Each child listened to three speech stimuli that differed in lexically meaningful pitch (2 native and 1 non-native speech categories). EEG measures associated with synchronization and gross power of the frequency following response (FFR) were examined. ANCOVAs revealed no main effect of stimulus nativeness but main effects of age, consistent with earlier studies. A main effect of prematurity also emerged, with synchronization measures showing stronger group differences than power. By detailing differences in FFR measures related to synchronization and power, this study brings us closer to identifying the pathophysiological pathway to often subtle language problems experienced by preterm children.
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Affiliation(s)
- Nikolay Novitskiy
- Brain and Mind Institute, The Chinese University of Hong Kong, Hong Kong, China
| | - Peggy H Y Chan
- Brain and Mind Institute, The Chinese University of Hong Kong, Hong Kong, China; Department of Paediatrics, The Chinese University of Hong Kong, Hong Kong, China
| | - Mavis Chan
- Brain and Mind Institute, The Chinese University of Hong Kong, Hong Kong, China
| | - Chin Man Lai
- Brain and Mind Institute, The Chinese University of Hong Kong, Hong Kong, China
| | - Tak Yeung Leung
- Department of Obsterics and Gynaecology, The Chinese University of Hong Kong, Hong Kong, China
| | - Ting Fan Leung
- Department of Paediatrics, The Chinese University of Hong Kong, Hong Kong, China
| | - Marc H Bornstein
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, USA; UNICEF, USA; Institute for Fiscal Studies, UK
| | - Hugh S Lam
- Department of Paediatrics, The Chinese University of Hong Kong, Hong Kong, China.
| | - Patrick C M Wong
- Brain and Mind Institute, The Chinese University of Hong Kong, Hong Kong, China.
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Easwar V, Purcell D, Lasarev M, McGrath E, Galloy M. Speech-Evoked Envelope Following Responses in Children and Adults. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2022; 65:4009-4023. [PMID: 36129844 DOI: 10.1044/2022_jslhr-22-00156] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
PURPOSE Envelope following responses (EFRs) could be useful for objectively evaluating audibility of speech in children who are unable to participate in routine clinical tests. However, relative to adults, the characteristics of EFRs elicited by frequency-specific speech and their utility in predicting audibility in children are unknown. METHOD EFRs were elicited by the first (F1) and second and higher formants (F2+) of male-spoken vowels /u/ and /i/ and by fricatives /ʃ/ and /s/ in the token /suʃi/ presented at 15, 35, 55, 65, and 75 dB SPL. The F1, F2+, and fricatives were low-, mid-, and high-frequency dominant, respectively. EFRs were recorded between the vertex and the nape from twenty-three 6- to 17-year-old children and 21 young adults with normal hearing. Sensation levels of stimuli were estimated based on behavioral thresholds. RESULTS In children, amplitude decreased with age for /ʃ/-elicited EFRs but remained stable for low- and mid-frequency stimuli. As a group, EFR amplitude and phase coherence did not differ from that of adults. EFR sensitivity (proportion of audible stimuli detected) and specificity (proportion of inaudible stimuli not detected) did not vary between children and adults. Consistent with previous work, EFR sensitivity increased with stimulus frequency and level. The type of statistical indicator used for EFR detection did not influence accuracy in children. CONCLUSIONS Adultlike EFRs in 6- to 17-year-old typically developing children suggest mature envelope encoding for low- and mid-frequency stimuli. EFR sensitivity and specificity in children, when considering a wide range of stimulus levels and audibility, are ~77% and ~92%, respectively. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.21136171.
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Affiliation(s)
- Vijayalakshmi Easwar
- Department of Communication Sciences and Disorders and Waisman Center, University of Wisconsin-Madison
- National Acoustic Laboratories, Sydney, New South Wales, Australia
| | - David Purcell
- School of Communication Sciences and Disorders, Western University, London, Ontario, Canada
| | - Michael Lasarev
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison
| | - Emma McGrath
- Department of Communication Sciences and Disorders and Waisman Center, University of Wisconsin-Madison
| | - Mary Galloy
- Department of Communication Sciences and Disorders and Waisman Center, University of Wisconsin-Madison
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Ferreira L, Pinto JD, Temp DA, Broman EN, Skarzynski PH, Skarzynska MB, Moraes DADO, Sanfins MD, Biaggio EPV. The effect of child development on the components of the Frequency Following Response: Child development and the Frequency Following Response. PLoS One 2022; 17:e0260739. [PMID: 36048883 PMCID: PMC9436099 DOI: 10.1371/journal.pone.0260739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Accepted: 11/16/2021] [Indexed: 11/19/2022] Open
Abstract
During childhood, neuronal modifications occur so that typical childhood communicative development occurs. This work aims to contribute to the understanding of differences in the speech encoding of infants and school-age children by assessing the effects of child development, in different phases of early childhood, on the encoding of speech sounds. There were 98 subjects of both sexes, aged from 1 day to 8 years and 9 months who participated in the study. All subjects underwent a Frequency Following Response (FFR) assessment. A regression and linear correlation showed the effects of age in the FFR components, i.e., significant decrease in the latency and increased amplitude of all FFR waves with age. An increase in the slope measure was also observed. Younger infants require more time and show less robust responses when encoding speech than their older counterparts, which were shown to have more stable and well-organized FFR responses.
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Affiliation(s)
- Laís Ferreira
- Speech Therapy Department, Federal University of Santa Maria, Santa Maria, Brazil
- * E-mail:
| | - Julia Dalcin Pinto
- Speech Therapy Department, Federal University of Santa Maria, Santa Maria, Brazil
| | - Déborah Aurélio Temp
- Speech Therapy Department, Federal University of Santa Maria, Santa Maria, Brazil
| | - Eli Natáli Broman
- Speech Therapy Department, Federal University of Santa Maria, Santa Maria, Brazil
| | - Piotr H. Skarzynski
- Institute of Physiology and Pathology of Hearing, Warsaw, Poland
- Department of Heart Failure and Cardiac Rehabilitation, Warsaw, Poland
- Institute of Sensory Organs, Warsaw, Poland
| | - Magdalena B. Skarzynska
- Institute of Physiology and Pathology of Hearing, Warsaw, Poland
- Institute of Sensory Organs, Kajetany, Poland
- Center of Hearing and Speech, Kajetany, Poland
| | | | - Milaine Dominici Sanfins
- Faculty of Medical Science, State University of Campinas, Campinas, Brazil
- Advanced Neuroaudiology and Electrophysiology Center, São Paulo, Brazil
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Jeng FC, Jeng YS. Implementation of Machine Learning on Human Frequency-Following Responses: A Tutorial. Semin Hear 2022; 43:251-274. [PMID: 36313046 PMCID: PMC9605809 DOI: 10.1055/s-0042-1756219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
The frequency-following response (FFR) provides enriched information on how acoustic stimuli are processed in the human brain. Based on recent studies, machine learning techniques have demonstrated great utility in modeling human FFRs. This tutorial focuses on the fundamental principles, algorithmic designs, and custom implementations of several supervised models (linear regression, logistic regression, k -nearest neighbors, support vector machines) and an unsupervised model ( k -means clustering). Other useful machine learning tools (Markov chains, dimensionality reduction, principal components analysis, nonnegative matrix factorization, and neural networks) are discussed as well. Each model's applicability and its pros and cons are explained. The choice of a suitable model is highly dependent on the research question, FFR recordings, target variables, extracted features, and their data types. To promote understanding, an example project implemented in Python is provided, which demonstrates practical usage of several of the discussed models on a sample dataset of six FFR features and a target response label.
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Affiliation(s)
- Fuh-Cherng Jeng
- Communication Sciences and Disorders, Ohio University, Athens, Ohio
| | - Yu-Shiang Jeng
- Computer Science and Engineering, Ohio State University, Columbus, Ohio
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Parker A, Skoe E, Tecoulesco L, Naigles L. A Home-Based Approach to Auditory Brainstem Response Measurement: Proof-of-Concept and Practical Guidelines. Semin Hear 2022; 43:177-196. [PMID: 36313050 PMCID: PMC9605808 DOI: 10.1055/s-0042-1756163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/16/2023] Open
Abstract
Broad-scale neuroscientific investigations of diverse human populations are difficult to implement. This is because the primary neuroimaging methods (magnetic resonance imaging, electroencephalography [EEG]) historically have not been portable, and participants may be unable or unwilling to travel to test sites. Miniaturization of EEG technologies has now opened the door to neuroscientific fieldwork, allowing for easier access to under-represented populations. Recent efforts to conduct auditory neuroscience outside a laboratory setting are reviewed and then an in-home technique for recording auditory brainstem responses (ABRs) and frequency-following responses (FFRs) in a home setting is introduced. As a proof of concept, we have conducted two in-home electrophysiological studies: one in 27 children aged 6 to 16 years (13 with autism spectrum disorder) and another in 12 young adults aged 18 to 27 years, using portable electrophysiological equipment to record ABRs and FFRs to click and speech stimuli, spanning rural and urban and multiple homes and testers. We validate our fieldwork approach by presenting waveforms and data on latencies and signal-to-noise ratio. Our findings demonstrate the feasibility and utility of home-based ABR/FFR techniques, paving the course for larger fieldwork investigations of populations that are difficult to test or recruit. We conclude this tutorial with practical tips and guidelines for recording ABRs and FFRs in the field and discuss possible clinical and research applications of this approach.
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Affiliation(s)
- Ashley Parker
- Department of Speech, Language, and Hearing Sciences, University of Connecticut, Storrs, Connecticut
- Connecticut Institute for Brain and Cognitive Sciences, University of Connecticut, Storrs, Connecticut
- Department of Communication Sciences and Disorders, University of Pittsburgh, Pittsburgh, Pennsylvania.
| | - Erika Skoe
- Department of Speech, Language, and Hearing Sciences, University of Connecticut, Storrs, Connecticut
- Connecticut Institute for Brain and Cognitive Sciences, University of Connecticut, Storrs, Connecticut
- Cognitive Sciences Program, University of Connecticut, Storrs, Connecticut
| | - Lee Tecoulesco
- Cognitive Sciences Program, University of Connecticut, Storrs, Connecticut
- Department of Psychological Sciences, University of Connecticut, Storrs, Connecticut
| | - Letitia Naigles
- Connecticut Institute for Brain and Cognitive Sciences, University of Connecticut, Storrs, Connecticut
- Cognitive Sciences Program, University of Connecticut, Storrs, Connecticut
- Department of Psychological Sciences, University of Connecticut, Storrs, Connecticut
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Llanos F, Zhao TC, Kuhl PK, Chandrasekaran B. The emergence of idiosyncratic patterns in the frequency-following response during the first year of life. JASA EXPRESS LETTERS 2022; 2:054401. [PMID: 35578694 PMCID: PMC9096806 DOI: 10.1121/10.0010493] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 04/24/2022] [Indexed: 06/15/2023]
Abstract
The frequency-following response (FFR) is a scalp-recorded signal that reflects phase-locked activity from neurons across the auditory system. In addition to capturing information about sounds, the FFR conveys biometric information, reflecting individual differences in auditory processing. To investigate the development of FFR biometric patterns, we trained a pattern recognition model to recognize infants (N = 16) from FFRs collected at 7 and 11 months. Model recognition scores were used to index the robustness of FFR biometric patterns at each time. Results showed better recognition scores at 11 months, demonstrating the emergence of robust FFR idiosyncratic patterns during this first year of life.
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Affiliation(s)
- Fernando Llanos
- Department of Linguistics, University of Texas at Austin, Austin, Texas 78712, USA
| | - T Christina Zhao
- Department of Speech and Hearing Sciences, University of Washington, Seattle, Washington 98195, USA
| | - Patricia K Kuhl
- Institute for Learning and Brain Sciences, University of Washington, Seattle, Washington 98195, USA
| | - Bharath Chandrasekaran
- Department of Communication Sciences and Disorders, University of Pittsburgh, Pittsburgh, Pennsylvania 15260, USA , , ,
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Ribas-Prats T, Arenillas-Alcón S, Lip-Sosa DL, Costa-Faidella J, Mazarico E, Gómez-Roig MD, Escera C. Deficient neural encoding of speech sounds in term neonates born after fetal growth restriction. Dev Sci 2021; 25:e13189. [PMID: 34758093 DOI: 10.1111/desc.13189] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 10/06/2021] [Accepted: 10/12/2021] [Indexed: 11/29/2022]
Abstract
Infants born after fetal growth restriction (FGR)-an obstetric condition defined as the failure to achieve the genetic growth potential-are prone to neurodevelopmental delays, with language being one of the major affected areas. Yet, while verbal comprehension and expressive language impairments have been observed in FGR infants, children and even adults, specific related impairments at birth, such as in the ability to encode the sounds of speech, necessary for language acquisition, remain to be disclosed. Here, we used the frequency-following response (FFR), a brain potential correlate of the neural phase locking to complex auditory stimuli, to explore the encoding of speech sounds in FGR neonates. Fifty-three neonates born with FGR and 48 controls born with weight adequate-for-gestational age (AGA) were recruited. The FFR was recorded to the consonant-vowel stimulus (/da/) during sleep and quantified as the spectral amplitude to the fundamental frequency of the syllable and its signal-to-noise ratio (SNR). The outcome was available in 45 AGA and 51 FGR neonates, yielding no differences for spectral amplitudes. However, SNR was strongly attenuated in the FGR group compared to the AGA group at the vowel region of the stimulus. These findings suggest that FGR population present a deficit in the neural pitch tracking of speech sounds already present at birth. Our results pave the way for future research on the potential clinical use of the FFR in this population, so that if confirmed, a disrupted FFR recorded at birth may help deriving FGR neonates at risk for postnatal follow-ups.
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Affiliation(s)
- Teresa Ribas-Prats
- Brainlab - Cognitive Neuroscience Research Group, Department of Clinical Psychology and Psychobiology, University of Barcelona, Catalonia, Spain.,Institute of Neurosciences, University of Barcelona, Catalonia, Spain.,Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Catalonia, Spain
| | - Sonia Arenillas-Alcón
- Brainlab - Cognitive Neuroscience Research Group, Department of Clinical Psychology and Psychobiology, University of Barcelona, Catalonia, Spain.,Institute of Neurosciences, University of Barcelona, Catalonia, Spain.,Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Catalonia, Spain
| | - Diana Lucia Lip-Sosa
- Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Catalonia, Spain.,BCNatal - Barcelona Center for Maternal Fetal and Neonatal Medicine (Hospital Sant Joan de Déu and Hospital Clínic), University of Barcelona, Barcelona, Catalonia, Spain
| | - Jordi Costa-Faidella
- Brainlab - Cognitive Neuroscience Research Group, Department of Clinical Psychology and Psychobiology, University of Barcelona, Catalonia, Spain.,Institute of Neurosciences, University of Barcelona, Catalonia, Spain.,Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Catalonia, Spain
| | - Edurne Mazarico
- Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Catalonia, Spain.,BCNatal - Barcelona Center for Maternal Fetal and Neonatal Medicine (Hospital Sant Joan de Déu and Hospital Clínic), University of Barcelona, Barcelona, Catalonia, Spain
| | - María Dolores Gómez-Roig
- Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Catalonia, Spain.,BCNatal - Barcelona Center for Maternal Fetal and Neonatal Medicine (Hospital Sant Joan de Déu and Hospital Clínic), University of Barcelona, Barcelona, Catalonia, Spain
| | - Carles Escera
- Brainlab - Cognitive Neuroscience Research Group, Department of Clinical Psychology and Psychobiology, University of Barcelona, Catalonia, Spain.,Institute of Neurosciences, University of Barcelona, Catalonia, Spain.,Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Catalonia, Spain
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12
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Effect of Auditory Maturation on the Encoding of a Speech Syllable in the First Days of Life. Brain Sci 2021; 11:brainsci11070844. [PMID: 34202020 PMCID: PMC8301960 DOI: 10.3390/brainsci11070844] [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: 05/05/2021] [Revised: 06/09/2021] [Accepted: 06/14/2021] [Indexed: 11/17/2022] Open
Abstract
(1) Background: In neonates and infants, the physiological modifications associated with language development are reflected in their Frequency Following Responses (FFRs) in the first few months of life. (2) Objective: This study aimed to test the FFRs of infants in the first 45 days of life in order to evaluate how auditory maturation affects the encoding of a speech syllable. (3) Method: In total, 80 healthy, normal-hearing infants, aged 3 to 45 days old, participated in this study. The sample was divided into three groups: GI, 38 neonates from 3 to 15 days; GII, 25 infants from 16 to 30 days; and GIII, 17 infants from 31 to 45 days. All participants underwent FFR testing. Results: With age, there was a decrease in the latency of all FFR waves, with statistically significant differences among the groups studied for waves V, A, E, F, and O. The mean amplitudes showed an increase, with a statistically significant difference only for wave V. The slope measure increased over the 45 days, with a statistically significant difference between GIII and GI and between GIII and GII. (4) Conclusions: The encoding of a speech sound changes with auditory maturation over the first 45 days of an infant’s life.
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13
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Thompson EC, Estabrook R, Krizman J, Smith S, Huang S, White-Schwoch T, Nicol T, Kraus N. Auditory neurophysiological development in early childhood: A growth curve modeling approach. Clin Neurophysiol 2021; 132:2110-2122. [PMID: 34284246 DOI: 10.1016/j.clinph.2021.05.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2018] [Revised: 04/12/2021] [Accepted: 05/24/2021] [Indexed: 10/21/2022]
Abstract
OBJECTIVE During early childhood, the development of communication skills, such as language and speech perception, relies in part on auditory system maturation. Because auditory behavioral tests engage cognition, mapping auditory maturation in the absence of cognitive influence remains a challenge. Furthermore, longitudinal investigations that capture auditory maturation within and between individuals in this age group are scarce. The goal of this study is to longitudinally measure auditory system maturation in early childhood using an objective approach. METHODS We collected frequency-following responses (FFR) to speech in 175 children, ages 3-8 years, annually for up to five years. The FFR is an objective measure of sound encoding that predominantly reflects auditory midbrain activity. Eliciting FFRs to speech provides rich details of various aspects of sound processing, namely, neural timing, spectral coding, and response stability. We used growth curve modeling to answer three questions: 1) does sound encoding change across childhood? 2) are there individual differences in sound encoding? and 3) are there individual differences in the development of sound encoding? RESULTS Subcortical auditory maturation develops linearly from 3-8 years. With age, FFRs became faster, more robust, and more consistent. Individual differences were evident in each aspect of sound processing, while individual differences in rates of change were observed for spectral coding alone. CONCLUSIONS By using an objective measure and a longitudinal approach, these results suggest subcortical auditory development continues throughout childhood, and that different facets of auditory processing follow distinct developmental trajectories. SIGNIFICANCE The present findings improve our understanding of auditory system development in typically-developing children, opening the door for future investigations of disordered sound processing in clinical populations.
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Affiliation(s)
- Elaine C Thompson
- Auditory Neuroscience Laboratory, Northwestern University, Evanston, IL, USA; Department of Communication Sciences, Northwestern University, Evanston, IL, USA
| | - Ryne Estabrook
- Department of Psychology, University of Illinois at Chicago, Chicago, IL, USA
| | - Jennifer Krizman
- Auditory Neuroscience Laboratory, Northwestern University, Evanston, IL, USA; Department of Communication Sciences, Northwestern University, Evanston, IL, USA
| | - Spencer Smith
- Auditory Neuroscience Laboratory, Northwestern University, Evanston, IL, USA; Department of Communication Sciences, Northwestern University, Evanston, IL, USA
| | - Stephanie Huang
- Auditory Neuroscience Laboratory, Northwestern University, Evanston, IL, USA
| | - Travis White-Schwoch
- Auditory Neuroscience Laboratory, Northwestern University, Evanston, IL, USA; Department of Communication Sciences, Northwestern University, Evanston, IL, USA
| | - Trent Nicol
- Auditory Neuroscience Laboratory, Northwestern University, Evanston, IL, USA; Department of Communication Sciences, Northwestern University, Evanston, IL, USA
| | - Nina Kraus
- Auditory Neuroscience Laboratory, Northwestern University, Evanston, IL, USA; Department of Communication Sciences, Northwestern University, Evanston, IL, USA; Institute for Neuroscience, Northwestern University, Evanston, IL, USA; Department of Neurobiology, Northwestern University, Evanston, IL, USA; Department of Otolaryngology, Northwestern University, Chicago, IL, USA.
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14
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Lemos FA, da Silva Nunes AD, de Souza Evangelista CK, Escera C, Taveira KVM, Balen SA. Frequency-Following Response in Newborns and Infants: A Systematic Review of Acquisition Parameters. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2021; 64:2085-2102. [PMID: 34057846 DOI: 10.1044/2021_jslhr-20-00639] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Purpose The purpose of this study is to characterize parameters used for frequency-following response (FFR) acquisition in children up to 24 months of age through a systematic review. Method The study was registered in PROSPERO and followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses' recommendations. Search was performed in six databases (LILACS, LIVIVO, PsycINFO, PubMed, Scopus, and Web of Science) and gray literature (Google Scholar, OpenGrey, ProQuest)as well as via manual searches in bibliographic references. Observational studies using speech stimuli to elicit the FFR in infants with normal hearing on the age range from 0 until 24 months were included. No restrictions regarding language and year of publication were applied. Risk of bias was assessed with the Joanna Briggs Institute Critical Appraisal Checklist. Data on stimulus, presentation rate, time window for analysis, number of sweeps, artifact rejection, online filters, stimulated ear, and examination condition were extracted. Results Four hundred fifty-nine studies were identified. After removing duplicates and reading titles and abstracts, 15 articles were included. Seven studies were classified as low risk of bias, seven as moderate risk, and one as high risk. Conclusions There is a consensus in the use of some acquisition parameters of the FFR with speech stimulus, such as the vertical mounting, the use of alternating polarity, a sampling rate of 20000 Hz, and the /da/ synthesized syllable of 40 ms in duration as the preferred stimulus. Although these parameters show some consensus, the results disclosed lack of a single established protocol for FFR acquisition with speech stimulus in infants in the investigated age range.
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Affiliation(s)
- Fabiana Aparecida Lemos
- Speech, Language and Hearing Sciences Graduate Program, Health Sciences Center, Federal University of Rio Grande do Norte (UFRN), Natal, Brazil
- Laboratory of Technological Innovation in Health of the Federal University of Rio Grande do Norte (LAIS/UFRN), Natal, Brazil
| | - Aryelly Dayane da Silva Nunes
- Speech, Language and Hearing Sciences Graduate Program, Health Sciences Center, Federal University of Rio Grande do Norte (UFRN), Natal, Brazil
- Laboratory of Technological Innovation in Health of the Federal University of Rio Grande do Norte (LAIS/UFRN), Natal, Brazil
| | - Carolina Karla de Souza Evangelista
- Speech, Language and Hearing Sciences Graduate Program, Health Sciences Center, Federal University of Rio Grande do Norte (UFRN), Natal, Brazil
- Laboratory of Technological Innovation in Health of the Federal University of Rio Grande do Norte (LAIS/UFRN), Natal, Brazil
| | - Carles Escera
- Brainlab - Cognitive Neuroscience Research Group, Department of Clinical Psychology and Psychobiology, University of Barcelona, Spain
- Institute of Neurosciences, University of Barcelona, Spain
- Sant Joan de Déu Research Institute, Esplugues de Llobregat Barcelona, Spain
| | | | - Sheila Andreoli Balen
- Speech, Language and Hearing Sciences Graduate Program, Health Sciences Center, Federal University of Rio Grande do Norte (UFRN), Natal, Brazil
- Laboratory of Technological Innovation in Health of the Federal University of Rio Grande do Norte (LAIS/UFRN), Natal, Brazil
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15
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Madrid AM, Walker KA, Smith SB, Hood LJ, Prieve BA. Relationships between click auditory brainstem response and speech frequency following response with development in infants born preterm. Hear Res 2021; 407:108277. [PMID: 34091212 DOI: 10.1016/j.heares.2021.108277] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 04/20/2021] [Accepted: 05/10/2021] [Indexed: 10/21/2022]
Abstract
The speech evoked frequency following response (sFFR) is used to study relationships between neural processing and functional aspects of speech and language that are not captured by click or toneburst evoked auditory brainstem responses (ABR). The sFFR is delayed, deviant, or weak in school age children having a variety of disorders, including autism, dyslexia, reading and language disorders, in relation to their typically developing peers. Much less is known about the developmental characteristics of sFFR, especially in preterm infants, who are at risk of having language delays. In term neonates, phase locking and spectral representation of the fundamental frequency is developed in the early days of life. Spectral representation of higher harmonics and latencies associated with transient portions of the stimulus are still developing in term infants through at least 10 months of age. The goal of this research was to determine whether sFFR could be measured in preterm infants and to characterize its developmental trajectory in the time and frequency domain. Click ABR and sFFR were measured in 28 preterm infants at ages 33 to 64 weeks gestational age. The sFFR could be measured in the majority of infants at 33 weeks gestational age, and the detectability of all sFFR waves was 100% by 64 weeks gestational age. The latency of all waves associated with the transient portion of the response (waves V, A, and O), and most waves (waves D and E) associated with the quasi-steady state decreased with increasing age. The interpeak wave A-O latency did not change with age, indicating that these waves share a neural generator, or the neural generators are developing at the same rate. The spectral amplitude of F0 and the lower frequencies of the first formant increased with age, but that for higher frequencies of the first formant and higher harmonics did not. The results suggest that the sFFR can be reliably recorded in preterm infants, including those cared for in the neonatal intensive care unit. These findings support that in preterm infants, F0 amplitude continues to develop within the first 6 months of life and develops before efficient representation of higher frequency harmonics. Further research is needed to determine if the sFFR in preterm infants is predictive of long-term language or learning disorders.
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Affiliation(s)
- Angela M Madrid
- Department of Communication Sciences and Disorders, Syracuse University, 621 Skytop Suite 1200, Syracuse, NY 13244, USA
| | - Kerry A Walker
- Department of Communication Sciences and Disorders, Syracuse University, 621 Skytop Suite 1200, Syracuse, NY 13244, USA
| | - Spencer B Smith
- Department of Speech, Language, and Hearing Sciences, University of Texas at Austin, 2504A Whitis Avenue Stop A1100, Austin, TX 78712, USA
| | - Linda J Hood
- Hearing and Speech Sciences. Vanderbilt University Medical Center, 1215 21(st) Avenue South, Medical Center East, 8310, Nashville, TN 37232, USA
| | - Beth A Prieve
- Department of Communication Sciences and Disorders, Syracuse University, 621 Skytop Suite 1200, Syracuse, NY 13244, USA.
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16
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Neural encoding of voice pitch and formant structure at birth as revealed by frequency-following responses. Sci Rep 2021; 11:6660. [PMID: 33758251 PMCID: PMC7987955 DOI: 10.1038/s41598-021-85799-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Accepted: 03/04/2021] [Indexed: 11/22/2022] Open
Abstract
Detailed neural encoding of voice pitch and formant structure plays a crucial role in speech perception, and is of key importance for an appropriate acquisition of the phonetic repertoire in infants since birth. However, the extent to what newborns are capable of extracting pitch and formant structure information from the temporal envelope and the temporal fine structure of speech sounds, respectively, remains unclear. Here, we recorded the frequency-following response (FFR) elicited by a novel two-vowel, rising-pitch-ending stimulus to simultaneously characterize voice pitch and formant structure encoding accuracy in a sample of neonates and adults. Data revealed that newborns tracked changes in voice pitch reliably and no differently than adults, but exhibited weaker signatures of formant structure encoding, particularly at higher formant frequency ranges. Thus, our results indicate a well-developed encoding of voice pitch at birth, while formant structure representation is maturing in a frequency-dependent manner. Furthermore, we demonstrate the feasibility to assess voice pitch and formant structure encoding within clinical evaluation times in a hospital setting, and suggest the possibility to use this novel stimulus as a tool for longitudinal developmental studies of the auditory system.
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17
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Easwar V, Scollie S, Lasarev M, Urichuk M, Aiken SJ, Purcell DW. Characteristics of Speech-Evoked Envelope Following Responses in Infancy. Trends Hear 2021; 25:23312165211004331. [PMID: 34251887 PMCID: PMC8278440 DOI: 10.1177/23312165211004331] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 02/04/2021] [Accepted: 03/01/2021] [Indexed: 11/21/2022] Open
Abstract
Envelope following responses (EFRs) may be a useful tool for evaluating the audibility of speech sounds in infants. The present study aimed to evaluate the characteristics of speech-evoked EFRs in infants with normal hearing, relative to adults, and identify age-dependent changes in EFR characteristics during infancy. In 42 infants and 21 young adults, EFRs were elicited by the first (F1) and the second and higher formants (F2+) of the vowels /u/, /a/, and /i/, dominant in low and mid frequencies, respectively, and by amplitude-modulated fricatives /s/ and /∫/, dominant in high frequencies. In a subset of 20 infants, the in-ear stimulus level was adjusted to match that of an average adult ear (65 dB sound pressure level [SPL]). We found that (a) adult-infant differences in EFR amplitude, signal-to-noise ratio, and intertrial phase coherence were larger and spread across the frequency range when in-ear stimulus level was adjusted in infants, (b) adult-infant differences in EFR characteristics were the largest for low-frequency stimuli, (c) infants demonstrated adult-like phase coherence when they received a higher (i.e., unadjusted) stimulus level, and (d) EFR phase coherence and signal-to-noise ratio changed with age in the first year of life for a few F2+ vowel stimuli in a level-specific manner. Together, our findings reveal that development-related changes in EFRs during infancy likely vary by stimulus frequency, with low-frequency stimuli demonstrating the largest adult-infant differences. Consistent with previous research, our findings emphasize the significant role of stimulus level calibration methods while investigating developmental trends in EFRs.
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Affiliation(s)
- Vijayalakshmi Easwar
- Department of Communication Sciences and Disorders, University of Wisconsin-Madison, Madison, United States
- Waisman Center, University of Wisconsin-Madison, Madison, United States
- National Centre for Audiology, Western University, London, Ontario, Canada
| | - Susan Scollie
- National Centre for Audiology, Western University, London, Ontario, Canada
- School of Communication Sciences and Disorders, Western University, London, Ontario, Canada
| | - Michael Lasarev
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, United States
| | - Matthew Urichuk
- School of Communication Sciences and Disorders, Western University, London, Ontario, Canada
- Health and Rehabilitation Sciences, Western University, London, Ontario, Canada
| | - Steven J Aiken
- School of Communication Sciences and Disorders, Dalhousie University, Halifax, Nova Scotia, Canada
| | - David W Purcell
- National Centre for Audiology, Western University, London, Ontario, Canada
- School of Communication Sciences and Disorders, Western University, London, Ontario, Canada
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18
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Richard C, Neel ML, Jeanvoine A, Connell SM, Gehred A, Maitre NL. Characteristics of the Frequency-Following Response to Speech in Neonates and Potential Applicability in Clinical Practice: A Systematic Review. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2020; 63:1618-1635. [PMID: 32407639 DOI: 10.1044/2020_jslhr-19-00322] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Purpose We sought to critically analyze and evaluate published evidence regarding feasibility and clinical potential for predicting neurodevelopmental outcomes of the frequency-following responses (FFRs) to speech recordings in neonates (birth to 28 days). Method A systematic search of MeSH terms in the Cumulative Index to Nursing and Allied HealthLiterature, Embase, Google Scholar, Ovid Medline (R) and E-Pub Ahead of Print, In-Process & Other Non-Indexed Citations and Daily, Web of Science, SCOPUS, COCHRANE Library, and ClinicalTrials.gov was performed. Manual review of all items identified in the search was performed by two independent reviewers. Articles were evaluated based on the level of methodological quality and evidence according to the RTI item bank. Results Seven articles met inclusion criteria. None of the included studies reported neurodevelopmental outcomes past 3 months of age. Quality of the evidence ranged from moderate to high. Protocol variations were frequent. Conclusions Based on this systematic review, the FFR to speech can capture both temporal and spectral acoustic features in neonates. It can accurately be recorded in a fast and easy manner at the infant's bedside. However, at this time, further studies are needed to identify and validate which FFR features could be incorporated as an addition to standard evaluation of infant sound processing evaluation in subcortico-cortical networks. This review identifies the need for further research focused on identifying specific features of the neonatal FFRs, those with predictive value for early childhood outcomes to help guide targeted early speech and hearing interventions.
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Affiliation(s)
- Céline Richard
- Center for Perinatal Research and Department of Pediatrics, Nationwide Children's Hospital, Columbus, OH
- Laboratory for Investigative Neurophysiology, Department of Radiology and Department of Clinical Neurosciences, University Hospital Center and University of Lausanne, Switzerland
| | - Mary Lauren Neel
- Center for Perinatal Research and Department of Pediatrics, Nationwide Children's Hospital, Columbus, OH
| | - Arnaud Jeanvoine
- Center for Perinatal Research and Department of Pediatrics, Nationwide Children's Hospital, Columbus, OH
| | - Sharon Mc Connell
- Center for Perinatal Research and Department of Pediatrics, Nationwide Children's Hospital, Columbus, OH
| | - Alison Gehred
- Medical Library Division, Nationwide Children's Hospital, Columbus, OH
| | - Nathalie L Maitre
- Center for Perinatal Research and Department of Pediatrics, Nationwide Children's Hospital, Columbus, OH
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
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19
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Musacchia G, Hu J, Bhutani VK, Wong RJ, Tong ML, Han S, Blevins NH, Fitzgerald MB. Frequency-following response among neonates with progressive moderate hyperbilirubinemia. J Perinatol 2020; 40:203-211. [PMID: 31263204 DOI: 10.1038/s41372-019-0421-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2018] [Revised: 05/01/2019] [Accepted: 05/23/2019] [Indexed: 11/09/2022]
Abstract
OBJECTIVE To evaluate the feasibility of auditory monitoring of neurophysiological status using frequency-following response (FFR) in neonates with progressive moderate hyperbilirubinemia, measured by transcutaneous (TcB) levels. STUDY DESIGN ABR and FFR measures were compared and correlated with TcB levels across three groups. Group I was a healthy cohort (n = 13). Group II (n = 28) consisted of neonates with progressive, moderate hyperbilirubinemia and Group III consisted of the same neonates, post physician-ordered phototherapy. RESULT FFR amplitudes in Group I controls (TcB = 83.1 ± 32.5µmol/L; 4.9 ± 1.9 mg/dL) were greater than Group II (TcB = 209.3 ± 48.0µmol/L; 12.1 ± 2.8 mg/dL). After TcB was lowered by phototherapy, FFR amplitudes in Group III were similar to controls. Lower TcB levels correlated with larger FFR amplitudes (r = -0.291, p = 0.015), but not with ABR wave amplitude or latencies. CONCLUSION The FFR is a promising measure of the dynamic neurophysiological status in neonates, and may be useful in tracking neurotoxicity in infants with hyperbilirubinemia.
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Affiliation(s)
- Gabriella Musacchia
- Department of Audiology, University of the Pacific, San Francisco, CA, 94103, USA. .,Department of Otolaryngology - Head and Neck Surgery, Stanford University, Stanford, CA, 94305, USA.
| | - Jiong Hu
- Department of Audiology, University of the Pacific, San Francisco, CA, 94103, USA
| | - Vinod K Bhutani
- Department of Pediatrics, Division of Neonatal and Developmental Medicine, Stanford University, Stanford, CA, 94305, USA
| | - Ronald J Wong
- Department of Pediatrics, Division of Neonatal and Developmental Medicine, Stanford University, Stanford, CA, 94305, USA
| | - Mei-Ling Tong
- Department of Pediatrics, Nanjing Maternal and Child health Hospital of Nanjing Medical University, Nanjing, China
| | - Shuping Han
- Department of Pediatrics, Nanjing Maternal and Child health Hospital of Nanjing Medical University, Nanjing, China
| | - Nikolas H Blevins
- Department of Otolaryngology - Head and Neck Surgery, Stanford University, Stanford, CA, 94305, USA
| | - Matthew B Fitzgerald
- Department of Otolaryngology - Head and Neck Surgery, Stanford University, Stanford, CA, 94305, USA
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20
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Hartkopf J, Moser J, Schleger F, Preissl H, Keune J. Changes in event-related brain responses and habituation during child development - A systematic literature review. Clin Neurophysiol 2019; 130:2238-2254. [PMID: 31711004 DOI: 10.1016/j.clinph.2019.08.029] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2019] [Revised: 08/07/2019] [Accepted: 08/24/2019] [Indexed: 01/09/2023]
Abstract
OBJECTIVE This systematic review highlights the influence of developmental changes of the central nervous system on habituation assessment during child development. Therefore, studies on age dependant changes in event-related brain responses as well as studies on behavioural and neurophysiological habituation during child development are compiled and discussed. METHODS Two PubMed searches with terms "(development evoked brain response (fetus OR neonate OR children) (electroencephalography OR magnetoencephalography))" and with terms "(psychology habituation (fetal OR neonate OR children) (human brain))" were performed to identify studies on developmental changes in event-related brain responses as well as habituation studies during child development. RESULTS Both search results showed a wide diversity of subjects' ages, stimulation protocols and examined behaviour or components of event-related brain responses as well as a demand for more longitudinal study designs. CONCLUSIONS A conclusive statement about clear developmental trends in event-related brain responses or in neurophysiological habituation studies is difficult to draw. Future studies should implement longitudinal designs, combination of behavioural and neurophysiological habituation measurement and more complex habituation paradigms to assess several habituation criteria. SIGNIFICANCE This review emphasizes that event-related brain responses underlie certain changes during child development which should be more considered in the context of neurophysiological habituation studies.
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Affiliation(s)
- Julia Hartkopf
- Institute for Diabetes Research and Metabolic Diseases/German Center for Diabetes Research (DZD e.V.) of the Helmholtz Center Munich at the University of Tuebingen, Otfried-Mueller-Strasse 10, 72076 Tuebingen, Germany; fMEG-Center, University of Tuebingen, Otfried-Mueller-Strasse 47, 72076 Tuebingen, Germany.
| | - Julia Moser
- Institute for Diabetes Research and Metabolic Diseases/German Center for Diabetes Research (DZD e.V.) of the Helmholtz Center Munich at the University of Tuebingen, Otfried-Mueller-Strasse 10, 72076 Tuebingen, Germany; fMEG-Center, University of Tuebingen, Otfried-Mueller-Strasse 47, 72076 Tuebingen, Germany.
| | - Franziska Schleger
- Institute for Diabetes Research and Metabolic Diseases/German Center for Diabetes Research (DZD e.V.) of the Helmholtz Center Munich at the University of Tuebingen, Otfried-Mueller-Strasse 10, 72076 Tuebingen, Germany; fMEG-Center, University of Tuebingen, Otfried-Mueller-Strasse 47, 72076 Tuebingen, Germany.
| | - Hubert Preissl
- Institute for Diabetes Research and Metabolic Diseases/German Center for Diabetes Research (DZD e.V.) of the Helmholtz Center Munich at the University of Tuebingen, Otfried-Mueller-Strasse 10, 72076 Tuebingen, Germany; fMEG-Center, University of Tuebingen, Otfried-Mueller-Strasse 47, 72076 Tuebingen, Germany.
| | - Jana Keune
- fMEG-Center, University of Tuebingen, Otfried-Mueller-Strasse 47, 72076 Tuebingen, Germany; Department of Neurology, Klinikum Bayreuth GmbH, Hohe Warte 8, 95445 Bayreuth, Germany.
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Bonacina S, Otto-Meyer S, Krizman J, White-Schwoch T, Nicol T, Kraus N. Stable auditory processing underlies phonological awareness in typically developing preschoolers. BRAIN AND LANGUAGE 2019; 197:104664. [PMID: 31374431 PMCID: PMC6738934 DOI: 10.1016/j.bandl.2019.104664] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Revised: 07/19/2019] [Accepted: 07/20/2019] [Indexed: 05/15/2023]
Abstract
Sound processing is an important scaffold for early language acquisition. Here we investigate its relationship to three components of phonological processing in young children (∼age 3): Phonological Awareness (PA), Phonological Memory (PM), and Rapid Automatized Naming (RAN). While PA is believed to hinge upon consistency of sound processing to distinguish and manipulate word features, PM relies on an internal store of the sounds of language and RAN relies on fluid production of those sounds. Given the previously demonstrated link between PA and the auditory system, we hypothesized that only this component would be associated with auditory neural stability. Moreover, we expected relationships to manifest at early ages because additional factors may temper the association in older children. We measured across-trial stability of the frequency-following response, PA, PM, and RAN longitudinally in twenty-seven children. Auditory neural stability at age ∼3 years exclusively predicts PA, but this relationship vanishes in older children.
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Affiliation(s)
- Silvia Bonacina
- Auditory Neuroscience Laboratory, Evanston, IL USA; Department of Communication Sciences, Evanston, IL USA; Northwestern University, Evanston, IL USA
| | - Sebastian Otto-Meyer
- Auditory Neuroscience Laboratory, Evanston, IL USA; Department of Communication Sciences, Evanston, IL USA; Northwestern University, Evanston, IL USA
| | - Jennifer Krizman
- Auditory Neuroscience Laboratory, Evanston, IL USA; Department of Communication Sciences, Evanston, IL USA; Northwestern University, Evanston, IL USA
| | - Travis White-Schwoch
- Auditory Neuroscience Laboratory, Evanston, IL USA; Department of Communication Sciences, Evanston, IL USA; Northwestern University, Evanston, IL USA
| | - Trent Nicol
- Auditory Neuroscience Laboratory, Evanston, IL USA; Department of Communication Sciences, Evanston, IL USA; Northwestern University, Evanston, IL USA
| | - Nina Kraus
- Auditory Neuroscience Laboratory, Evanston, IL USA; Department of Communication Sciences, Evanston, IL USA; Institute for Neuroscience, Evanston, IL USA; Department of Neurobiology and Physiology, Evanston, IL USA; Department of Otolaryngology, Evanston, IL USA; Northwestern University, Evanston, IL USA.
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Ribas-Prats T, Almeida L, Costa-Faidella J, Plana M, Corral M, Gómez-Roig MD, Escera C. The frequency-following response (FFR) to speech stimuli: A normative dataset in healthy newborns. Hear Res 2019; 371:28-39. [DOI: 10.1016/j.heares.2018.11.001] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Revised: 10/31/2018] [Accepted: 11/05/2018] [Indexed: 11/25/2022]
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Pinto ESM, Martinelli MC. Brainstem auditory evoked potentials with speech stimulus in neonates. Braz J Otorhinolaryngol 2018; 86:191-200. [PMID: 30683567 PMCID: PMC9422734 DOI: 10.1016/j.bjorl.2018.11.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Revised: 10/17/2018] [Accepted: 11/05/2018] [Indexed: 11/29/2022] Open
Abstract
INTRODUCTION Brainstem auditory evoked potentials in response to complex sounds, such as speech sounds, investigate the neural representation of these sounds at subcortical levels, and faithfully reflect the stimulus characteristics. However, there are few studies that utilize this type of stimulus; for it to be used in clinical practice it is necessary to establish standards of normality through studies performed in different populations. OBJECTIVE To analyze the latencies and amplitudes of the waves obtained from the tracings of brainstem auditory evoked potentials using speech stimuli in Brazilian neonates with normal hearing and without auditory risk factors. METHODS 21 neonates with a mean age of 9 days without risk of hearing loss and with normal results at the neonatal hearing screening were evaluated according to the Joint Committee on Infant Hearing protocols. Auditory evoked potentials were performed with speech stimuli (/da/ syllable) at the intensity of 80 dBNA and the latency and amplitude of the waves obtained were analyzed. RESULTS In the transient portion, we observed a 100% response rate for all analyzable waves (Wave I, Wave III, Wave V and Wave A), and these waves exhibited a latency <10ms. In the sustained portion, Wave B was identified in 53.12% of subjects; Wave C in 75%; Wave D in 90.62%; Wave E in 96.87%; Wave F in 87.5% and Wave O was identified in 87.5% of subjects. The observed latency of these waves ranged from 11.51ms to 52.16ms. Greater similarity was observed for the response latencies, as well as greater amplitude variation in the studied group. CONCLUSIONS Although the wave morphology obtained for brainstem evoked potentials with speech stimulation in neonates is quite similar to that of adults, a longer latency and greater variation in amplitude were observed in the waves analyzed.
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Musacchia G, Ortiz-Mantilla S, Roesler CP, Rajendran S, Morgan-Byrne J, Benasich AA. Effects of noise and age on the infant brainstem response to speech. Clin Neurophysiol 2018; 129:2623-2634. [DOI: 10.1016/j.clinph.2018.08.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2018] [Revised: 08/20/2018] [Accepted: 08/24/2018] [Indexed: 12/23/2022]
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Van Dyke KB, Lieberman R, Presacco A, Anderson S. Development of Phase Locking and Frequency Representation in the Infant Frequency-Following Response. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2017; 60:2740-2751. [PMID: 28832878 PMCID: PMC5831628 DOI: 10.1044/2017_jslhr-h-16-0263] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2016] [Revised: 11/23/2016] [Accepted: 04/08/2017] [Indexed: 05/09/2023]
Abstract
PURPOSE This study investigates the development of phase locking and frequency representation in infants using the frequency-following response to consonant-vowel syllables. METHOD The frequency-following response was recorded in 56 infants and 15 young adults to 2 speech syllables (/ba/ and /ga/), which were presented in randomized order to the right ear. Signal-to-noise ratio and Fsp analyses were used to verify that individual responses were present above the noise floor. Thirty-six and 39 infants met these criteria for the /ba/ or /ga/ syllables, respectively, and 31 infants met the criteria for both syllables. Data were analyzed to obtain measures of phase-locking strength and spectral magnitudes. RESULTS Phase-locking strength to the fine structure in the consonant-vowel transition was higher in young adults than in infants, but phase locking was equivalent at the fundamental frequency between infants and adults. However, frequency representation of the fundamental frequency was higher in older infants than in either the younger infants or adults. CONCLUSION Although spectral amplitudes changed during the first year of life, no changes were found with respect to phase locking to the stimulus envelope. These findings demonstrate the feasibility of obtaining these measures of phase locking and fundamental pitch strength in infants as young as 2 months of age.
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Affiliation(s)
- Katlyn B. Van Dyke
- Department of Hearing and Speech Sciences, University of Maryland, College Park
| | - Rachel Lieberman
- Department of Hearing and Speech Sciences, University of Maryland, College Park
| | - Alessandro Presacco
- Department of Hearing and Speech Sciences, University of Maryland, College Park
- Program in Neuroscience and Cognitive Science, University of Maryland, College Park
| | - Samira Anderson
- Department of Hearing and Speech Sciences, University of Maryland, College Park
- Program in Neuroscience and Cognitive Science, University of Maryland, College Park
- Language Science Center, University of Maryland, College Park
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Wang S, Hu J, Dong R, Liu D, Chen J, Musacchia G, Liu B. Voice Pitch Elicited Frequency Following Response in Chinese Elderlies. Front Aging Neurosci 2016; 8:286. [PMID: 27965572 PMCID: PMC5126065 DOI: 10.3389/fnagi.2016.00286] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2016] [Accepted: 11/14/2016] [Indexed: 11/14/2022] Open
Abstract
Background: Perceptual and electrophysiological studies have found reduced speech discrimination in quiet and noisy environment, delayed neural timing, decreased neural synchrony, and decreased temporal processing ability in elderlies, even those with normal hearing. However, recent studies have also demonstrated that language experience and auditory training enhance the temporal dynamics of sound encoding in the auditory brainstem response (ABR). The purpose of this study was to explore the pitch processing ability at the brainstem level in an aging population that has a tonal language background. Method: Mandarin speaking younger (n = 12) and older (n = 12) adults were recruited for this study. All participants had normal audiometric test results and normal suprathreshold click-evoked ABR. To record frequency following responses (FFRs) elicited by Mandarin lexical tones, two Mandarin Chinese syllables with different fundamental frequency pitch contours (Flat Tone and Falling Tone) were presented at 70 dB SPL. Fundamental frequencies (f0) of both the stimulus and the responses were extracted and compared to individual brainstem responses. Two indices were used to examine different aspects of pitch processing ability at the brainstem level: Pitch Strength and Pitch Correlation. Results: Lexical tone elicited FFR were overall weaker in the older adult group compared to their younger adult counterpart. Measured by Pitch Strength and Pitch Correlation, statistically significant group differences were only found when the tone with a falling f0 (Falling Tone) were used as the stimulus. Conclusion: Results of this study demonstrated that in a tonal language speaking population, pitch processing ability at the brainstem level of older adults are not as strong and robust as their younger counterparts. Findings of this study are consistent with previous reports on brainstem responses of older adults whose native language is English. On the other hand, lexical tone elicited FFRs have been shown to correlate with the length of language exposure. Older adults’ degraded responses in our study may also be due to that, the Mandarin speaking older adults’ long term exposure somewhat counteracted the negative impact on aging and helped maintain, or at least reduced, the degradation rate in their temporal processing capacity at the brainstem level.
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Affiliation(s)
- Shuo Wang
- Otolaryngology - Head & Neck Surgery, Beijing Tongren Hospital, Beijing Institute of Otolaryngology, Capital Medical University Beijing, China
| | - Jiong Hu
- Department of Speech-Language Pathology and Audiology, University of the Pacific, San Francisco CA, USA
| | - Ruijuan Dong
- Otolaryngology - Head & Neck Surgery, Beijing Tongren Hospital, Beijing Institute of Otolaryngology, Capital Medical University Beijing, China
| | - Dongxin Liu
- Otolaryngology - Head & Neck Surgery, Beijing Tongren Hospital, Beijing Institute of Otolaryngology, Capital Medical University Beijing, China
| | - Jing Chen
- Otolaryngology - Head & Neck Surgery, Beijing Tongren Hospital, Beijing Institute of Otolaryngology, Capital Medical University Beijing, China
| | - Gabriella Musacchia
- Department of Speech-Language Pathology and Audiology, University of the Pacific, San Francisco CA, USA
| | - Bo Liu
- Otolaryngology - Head & Neck Surgery, Beijing Tongren Hospital, Beijing Institute of Otolaryngology, Capital Medical University Beijing, China
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Jeng FC, Lin CD, Wang TC. Subcortical neural representation to Mandarin pitch contours in American and Chinese newborns. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2016; 139:EL190. [PMID: 27369171 DOI: 10.1121/1.4953998] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Voice pitch carries important information for speech understanding. This study examines the neural representation of voice pitch at the subcortical level, as reflected by the scalp-recorded frequency-following responses from ten American and ten Chinese newborns. By utilizing a set of four distinctive Mandarin pitch contours that mimic the English vowel /yi/, the results indicate that the rising and dipping pitch contours produce significantly better tracking accuracy and larger response amplitudes than the falling pitch contour. This finding suggests a hierarchy of potential stimuli when testing neonates who are born in a tonal or non-tonal linguistic environment.
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Affiliation(s)
- Fuh-Cherng Jeng
- Communication Sciences and Disorders, Ohio University, Grover Center W224, Athens, Ohio 45701, USA
| | - Chia-Der Lin
- Department of Otolaryngology-HNS, China Medical University Hospital, 2 Yuh-Der Road, Taichung 404, Taiwan ,
| | - Tang-Chuan Wang
- Department of Otolaryngology-HNS, China Medical University Hospital, 2 Yuh-Der Road, Taichung 404, Taiwan ,
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Jeng FC, Lin CD, Chou MS, Hollister GR, Sabol JT, Mayhugh GN, Wang TC, Wang CY. Development of Subcortical Pitch Representation in Three-Month-Old Chinese Infants. Percept Mot Skills 2016; 122:123-35. [PMID: 27420311 DOI: 10.1177/0031512516631054] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
This study investigated the development of subcortical pitch processing, as reflected by the scalp-recorded frequency-following response, during early infancy. Thirteen Chinese infants who were born and raised in Mandarin-speaking households were recruited to partake in this study. Through a prospective-longitudinal study design, infants were tested twice: at 1-3 days after birth and at three months of age. A set of four contrastive Mandarin pitch contours were used to elicit frequency-following responses. Frequency Error and Pitch Strength were derived to represent the accuracy and magnitude of the elicited responses. Paired-samples t tests were conducted and demonstrated a significant decrease in Frequency Error and a significant increase in Pitch Strength at three months of age compared to 1-3 days after birth. Results indicated the developmental trajectory of subcortical pitch processing during the first three months of life.
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Affiliation(s)
| | - Chia-Der Lin
- Department of Otolaryngology-HNS, China Medical University Hospital, Taiwan;School of Medicine, China Medical University, Taiwan
| | - Meng-Shih Chou
- Department of Otolaryngology-HNS, China Medical University Hospital, Taiwan;School of Medicine, China Medical University, Taiwan
| | | | - John T Sabol
- Communication Sciences and Disorders, Ohio University, USA
| | | | - Tang-Chuan Wang
- Department of Otolaryngology-HNS, China Medical University Hospital, Taiwan;School of Medicine, China Medical University, Taiwan
| | - Ching-Yuan Wang
- Department of Otolaryngology-HNS, China Medical University Hospital, Taiwan;School of Medicine, China Medical University, Taiwan
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Auditory Processing Disorder: Biological Basis and Treatment Efficacy. TRANSLATIONAL RESEARCH IN AUDIOLOGY, NEUROTOLOGY, AND THE HEARING SCIENCES 2016. [DOI: 10.1007/978-3-319-40848-4_3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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Jeng FC, Lin CD, Sabol JT, Hollister GR, Chou MS, Chen CH, Kenny JE, Tsou YA. Pitch perception and frequency-following responses elicited by lexical-tone chimeras. Int J Audiol 2015; 55:53-63. [PMID: 26305289 DOI: 10.3109/14992027.2015.1072774] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
OBJECTIVE Previous research has shown the usefulness of utilizing auditory chimeras in assessing a listener's perception of the envelope and fine structure for an acoustic stimulus. However, research comparing and contrasting behavioral and electrophysiological responses to this stimulus type is scarce. DESIGN Two sets of chimeric stimuli were constructed by interchanging the envelopes and fine-structures of the rising/yi(2)/and falling/yi(4)/Mandarin pitch contours that were filtered through 1, 2, 4, 8, 16, 32, and 64 frequency banks. Behavioral pitch-perception tasks were administered through a two-alternative, forced-choice paradigm. Electrophysiological responses were measured through scalp-recorded frequency-following responses (FFRs) to the lexical-tone chimeras. STUDY SAMPLE Twenty American and twenty Chinese adults were recruited. RESULTS A two-way analysis of variance showed significance (p < 0.05) within and across the filter bank and language background factors for the behavioral measurements, while the frequency-following response demonstrated a significance only across the filter banks. CONCLUSIONS Perceptual importance of envelope cues increases starting from 16 filter banks, while the FFR accuracy and magnitude decreases with increasing number of filter banks. These results can be useful in assessing experience-dependent neuroplasticity and in designing speech processing strategies for cochlear-implant users who speak tonal or non-tonal languages around the globe.
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Affiliation(s)
- Fuh-Cherng Jeng
- a Communication Sciences and Disorders , Ohio University , Athens , USA and
| | - Chia-Der Lin
- b Department of Otolaryngology-HNS , China Medical University Hospital , Taichung , Taiwan
| | - John T Sabol
- a Communication Sciences and Disorders , Ohio University , Athens , USA and
| | - Grant R Hollister
- a Communication Sciences and Disorders , Ohio University , Athens , USA and
| | - Meng-Shih Chou
- b Department of Otolaryngology-HNS , China Medical University Hospital , Taichung , Taiwan
| | - Ching-Hua Chen
- b Department of Otolaryngology-HNS , China Medical University Hospital , Taichung , Taiwan
| | - Jessica E Kenny
- a Communication Sciences and Disorders , Ohio University , Athens , USA and
| | - Yung-An Tsou
- b Department of Otolaryngology-HNS , China Medical University Hospital , Taichung , Taiwan
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Anderson S, Parbery-Clark A, White-Schwoch T, Kraus N. Development of subcortical speech representation in human infants. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2015; 137:3346-55. [PMID: 26093424 PMCID: PMC4474946 DOI: 10.1121/1.4921032] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2014] [Revised: 04/19/2015] [Accepted: 04/22/2015] [Indexed: 05/24/2023]
Abstract
Previous studies have evaluated representation of the fundamental frequency (F0) in the frequency following response (FFR) of infants, but the development of other aspects of the FFR, such as timing and harmonics, has not yet been examined. Here, FFRs were recorded to a speech syllable in 28 infants, ages three to ten months. The F0 amplitude of the response was variable among individuals but was strongly represented in some infants as young as three months of age. The harmonics, however, showed a systematic increase in amplitude with age. In the time domain, onset, offset, and inter-peak latencies decreased with age. These results are consistent with neurophysiological studies indicating that (1) phase locking to lower frequency sounds emerges earlier in life than phase locking to higher frequency sounds and (2) myelination continues to increase in the first year of life. Early representation of low frequencies may reflect greater exposure to low frequency stimulation in utero. The improvement in temporal precision likely parallels an increase in the efficiency of neural transmission accompanied by exposure to speech during the first year of life.
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Affiliation(s)
- Samira Anderson
- Department of Hearing and Speech Sciences, University of Maryland, College Park, Maryland 20742, USA
| | - Alexandra Parbery-Clark
- Center for Hearing and Skull Base Surgery, Swedish Neuroscience Specialists, Seattle, Washington 98122, USA
| | - Travis White-Schwoch
- Department of Communication Sciences, Northwestern University, Evanston, Illinois 60208, USA
| | - Nina Kraus
- Department of Communication Sciences, Northwestern University, Evanston, Illinois 60208, USA
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Chou MS, Lin CD, Wang TC, Jeng FC. Recording frequency-following responses to voice pitch in guinea pigs: preliminary results. Percept Mot Skills 2014; 118:681-90. [PMID: 25068740 DOI: 10.2466/22.24.pms.118k28w1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Although scalp-recorded frequency-following response (FFR) to voice pitch has shown great potential to examine pitch processing mechanisms in human participants and animals, few reports have addressed the test-retest reliability of such a response in an animal model. The purpose of this study was to investigate the feasibility and reliability of recording such a response in an animal model and to evaluate the extent to which the response could be separated from background noise. A Chinese monosyllable with a rising pitch was used to elicit the FFR to voice pitch in four guinea pigs. Four objective measures (Root-Mean-Square, Amplitude, Tracking Accuracy, Frequency Error, and Slope Error) were computed from recorded brain waves and were used to examine the phase-locking magnitude and test-retest reliability of the response. Results demonstrated that the animal model produced FFR trends that were repeatable, reliable, and significantly different from responses to the background noise.
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Affiliation(s)
- Meng-Shih Chou
- 1 Department of Otolaryngology-HNS, China Medical University Hospital, Taiwan
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Skoe E, Krizman J, Anderson S, Kraus N. Stability and plasticity of auditory brainstem function across the lifespan. Cereb Cortex 2013; 25:1415-26. [PMID: 24366906 DOI: 10.1093/cercor/bht311] [Citation(s) in RCA: 124] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
The human auditory brainstem is thought to undergo rapid developmental changes early in life until age ∼2 followed by prolonged stability until aging-related changes emerge. However, earlier work on brainstem development was limited by sparse sampling across the lifespan and/or averaging across children and adults. Using a larger dataset than past investigations, we aimed to trace more subtle variations in auditory brainstem function that occur normally from infancy into the eighth decade of life. To do so, we recorded auditory brainstem responses (ABRs) to a click stimulus and a speech syllable (da) in 586 normal-hearing healthy individuals. Although each set of ABR measures (latency, frequency encoding, response consistency, nonstimulus activity) has a distinct developmental profile, across all measures developmental changes were found to continue well past age 2. In addition to an elongated developmental trajectory and evidence for multiple auditory developmental processes, we revealed a period of overshoot during childhood (5-11 years old) for latency and amplitude measures, when the latencies are earlier and the amplitudes are greater than the adult value. Our data also provide insight into the capacity for experience-dependent auditory plasticity at different stages in life and underscore the importance of using age-specific norms in clinical and experimental applications.
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Affiliation(s)
- Erika Skoe
- Auditory Neuroscience Laboratory Department of Communication Sciences Northwestern University, Evanston, IL 60208, USA Current address: Department of Speech, Language and Hearing Sciences, Faculty Affiliate of the Department of Psychology, Faculty Affiliate of the Cognitive Sciences Program, University of Connecticut, Storrs, CT 06269, USA
| | - Jennifer Krizman
- Auditory Neuroscience Laboratory Department of Communication Sciences Bilingualism and Psycholinguistics Research Group Northwestern University, Evanston, IL 60208, USA
| | - Samira Anderson
- Auditory Neuroscience Laboratory Department of Communication Sciences Northwestern University, Evanston, IL 60208, USA Current address: Department of Hearing and Speech Science, University of Maryland, College Park, MD 20742, USA
| | - Nina Kraus
- Auditory Neuroscience Laboratory Department of Communication Sciences Institute for Neuroscience Department of Neurobiology and Physiology Department of Otolaryngology Northwestern University, Evanston, IL 60208, USA
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Jeng FC, Peris KS, Hu J, Lin CD. Evaluation of an automated procedure for detecting frequency-following responses in American and Chinese neonates. Percept Mot Skills 2013; 116:456-65. [PMID: 24032322 DOI: 10.2466/24.10.pms.116.2.456-465] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
To date, observations of the scalp-recorded frequency-following response (FFR) to voice pitch have depended on subjective interpretation of the experimenter. The purpose of this study was to develop and evaluate an automated procedure for detecting the presence of a response. Twenty American (9 boys, 1-3 days) and 20 Chinese (10 boys, 1-3 days) neonates were recruited. A Chinese monosyllable that mimicked the English vowel /i/ with a rising pitch (117-166 Hz) was used as the stimulus. Three objective indices (Frequency Error, Tracking Accuracy, and Pitch Strength) were computed from the recorded brain waves and the test results were compared with human judgments to calculate the sensitivity and specificity values. Results demonstrated that the automated procedure produced sensitivity values between 53-90% and specificity values between 80-100%, and could be used to assess the presence of an FFR for neonates who were born in a tonal or non-tonal language environment.
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Affiliation(s)
- Fuh-Cherng Jeng
- Communication Sciences and Disorders, Ohio University, Athens, OH 45701-2979, USA.
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Jeng FC, Peris KS, Hu J, Lin CD. EVALUATION OF AN AUTOMATED PROCEDURE FOR DETECTING FREQUENCY-FOLLOWING RESPONSES IN AMERICAN AND CHINESE NEONATES 1, 2. Percept Mot Skills 2013. [DOI: 10.2466/24.10.pms.116.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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Cross-Linguistic Comparison of Frequency-Following Responses to Voice Pitch in American and Chinese Neonates and Adults. Ear Hear 2011; 32:699-707. [DOI: 10.1097/aud.0b013e31821cc0df] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Jeng FC, Costilow CE, Stangherlin DP, Lin CD. Relative Power of Harmonics in Human Frequency-Following Responses Associated with Voice Pitch in American and Chinese Adults. Percept Mot Skills 2011; 113:67-86. [DOI: 10.2466/10.24.pms.113.4.67-86] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
When the fundamental frequency ( f0) is removed from a complex stimulus, the pitch of the f0 is still perceived by the listener. Through the use of the scalp-recorded frequency-following response, this study examined the relative contributions of the f0 and its harmonics in pitch processing by systematically manipulating the speech stimulus to remove component frequencies. 12 American and 12 Chinese adults were recruited. There were statistically significant effects of pitch strength and frequency error for the experimental-condition factor. There were significantly larger responses to the harmonics-only conditions than those obtained in the f0-only and control conditions. No statistically significant difference was observed between the two groups of participants. These findings indicate that neural responses associated with individual harmonics dominate the pitch processing in the human brainstem, irrespective of whether the listener's native language is nontonal or tonal.
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Affiliation(s)
- Fuh-Cherng Jeng
- School of Rehabilitation and Communication Sciences, Ohio University
| | | | | | - Chia-Der Lin
- Department of Otolaryngology-HNS, China Medical University Hospital, Taiwan
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Jeng FC, Chung HK, Lin CD, Dickman B, Hu J. Exponential modeling of human frequency-following responses to voice pitch. Int J Audiol 2011; 50:582-93. [DOI: 10.3109/14992027.2011.582164] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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Li X, Jeng FC. Noise tolerance in human frequency-following responses to voice pitch. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2011; 129:EL21-EL26. [PMID: 21302977 DOI: 10.1121/1.3528775] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
Speech communication usually occurs in the presence of background noise. This study examined noise tolerance in the brainstem's processing of voice pitch, as reflected by the scalp-recorded frequency-following response (FFR) from 12 normal-hearing adults. By systematically manipulating signal-to-noise ratio (SNR) across three different stimulus intensities, the results indicated that Frequency Error, Slope Error, and Tracking Accuracy remained relatively stable until SNR was degraded to 0 dB or lower (i.e., a turning point). This turning point not only provided physiological evidence supporting pitch tolerance of noise but also allowed recommendation of a minimal SNR when evaluating pitch processing in difficult-to-test patients.
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Affiliation(s)
- Ximing Li
- Communication Sciences and Disorders, Ohio University, Grover Center W224, Athens, Ohio 45701, USA.
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