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Duquette-Laplante F, Belleau-Matte A, Jemel B, Jutras B, Koravand A. The impact of noise on auditory processing in children and adults: A time-frequency analysis perspective. Brain Res 2025; 1856:149589. [PMID: 40120707 DOI: 10.1016/j.brainres.2025.149589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2024] [Revised: 02/17/2025] [Accepted: 03/18/2025] [Indexed: 03/25/2025]
Abstract
OBJECTIVE The current study investigated the impact of listening conditions on cortical oscillatory activities in adults and children. EXPERIMENTAL PROCEDURE Fifteen adults and 15 children participated in this study. Electrophysiological measures were recorded with 64 electrodes. Stimulation was presented binaurally with parameters modulation: stimuli, listening conditions, noise and SNR. Intertrial phase clustering (ITPC) and power values were computed using spatially filtered data and complex Morlet wavelets. Data were statistically analyzed with mixed factorial ANOVAs. RESULTS In quiet, children exhibited stronger theta-alpha (ta-) ITPC than adults, especially for verbal stimuli, in bilateral temporal regions, while adults showed no regional differences. Beta-gamma (bg-) ITPC responses revealed that tonal stimuli only elicited stronger right temporal responses in children. Theta-alpha power was greater for tonal stimuli in children, while adults showed stronger right temporal responses. In noise, ta-ITPC reductions were more pronounced in children, especially in babble noise. In white noise, unlike babble noise, there was a systematic reduction of the ta-ITPC values as a function of the SNR level. The bg-ITPC responses were also weaker at lower than higher SNRs. Ta-Power was lower for tonal than verbal stimuli at the right electrode, with greater reductions in babble than in white noise. Bg-Power differences were observed only at the central electrode, where adults showed smaller reductions than children. DISCUSSION Results indicated that phase and power measures are sensitive to parameter modulation and could be used to understand auditory processing in noise, as they revealed increased susceptibility to noise in children compared to adults.
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Affiliation(s)
- Fauve Duquette-Laplante
- Audiology and Speech Pathology Program, School of Rehabilitation Sciences, University of Ottawa, Health Sciences Building (FHS), 200 Lees Avenue, Room 261, Ottawa, Ontario K1N 6N5, Canada; School of Speech-Language Pathology and Audiology, Université de Montréal, c.p. 6128, succ. Centre-ville, Montréal H3C 3J7, Canada; Azrieli Research Center, CHU Sainte-Justine, 3175, Côte Sainte-Catherine, Montréal, Québec H3T 1C5, Canada.
| | - Aurélie Belleau-Matte
- School of Speech-Language Pathology and Audiology, Université de Montréal, c.p. 6128, succ. Centre-ville, Montréal H3C 3J7, Canada; Azrieli Research Center, CHU Sainte-Justine, 3175, Côte Sainte-Catherine, Montréal, Québec H3T 1C5, Canada
| | - Boutheina Jemel
- School of Speech-Language Pathology and Audiology, Université de Montréal, c.p. 6128, succ. Centre-ville, Montréal H3C 3J7, Canada; Research Laboratory in Neurosciences and Cognitive Electrophysiology, Research Center CIUSS-NIM, Hôpital Rivière des Prairies, 7070 Boul. Perras, Montréal, Québec H1E 1A4, Canada
| | - Benoît Jutras
- School of Speech-Language Pathology and Audiology, Université de Montréal, c.p. 6128, succ. Centre-ville, Montréal H3C 3J7, Canada; Azrieli Research Center, CHU Sainte-Justine, 3175, Côte Sainte-Catherine, Montréal, Québec H3T 1C5, Canada
| | - Amineh Koravand
- Audiology and Speech Pathology Program, School of Rehabilitation Sciences, University of Ottawa, Health Sciences Building (FHS), 200 Lees Avenue, Room 261, Ottawa, Ontario K1N 6N5, Canada
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Duquette-Laplante F, Jutras B, Néron N, Fortin S, Koravand A. Exploring the Differences Between an Immature and a Mature Human Auditory System Through Auditory Late Responses in Quiet and in Noise. Neuroscience 2024; 545:171-184. [PMID: 38513763 DOI: 10.1016/j.neuroscience.2024.03.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 03/12/2024] [Accepted: 03/17/2024] [Indexed: 03/23/2024]
Abstract
Children are disadvantaged compared to adults when they perceive speech in a noisy environment. Noise reduces their ability to extract and understand auditory information. Auditory-Evoked Late Responses (ALRs) offer insight into how the auditory system can process information in noise. This study investigated how noise, signal-to-noise ratio (SNR), and stimulus type affect ALRs in children and adults. Fifteen participants from each group with normal hearing were studied under various conditions. The findings revealed that both groups experienced delayed latencies and reduced amplitudes in noise but that children had fewer identifiable waves than adults. Babble noise had a significant impact on both groups, limiting the analysis to one condition: the /da/ stimulus at +10 dB SNR for the P1 wave. P1 amplitude was greater in quiet for children compared to adults, with no stimulus effect. Children generally exhibited longer latencies. N1 latency was longer in noise, with larger amplitudes in white noise compared to quiet for both groups. P2 latency was shorter with the verbal stimulus in quiet, with larger amplitudes in children than adults. N2 latency was shorter in quiet, with no amplitude differences between the groups. Overall, noise prolonged latencies and reduced amplitudes. Different noise types had varying impacts, with the eight-talker babble noise causing more disruption. Children's auditory system responded similarly to adults but may be more susceptible to noise. This research emphasizes the need to understand noise's impact on children's auditory development, given their exposure to noisy environments, requiring further exploration of noise parameters in children.
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Affiliation(s)
- Fauve Duquette-Laplante
- Audiology and Speech Pathology Program, School of Rehabilitation Sciences, University of Ottawa, Roger Guindon Hall, 451 Smyth Road, Room 3071, Ottawa, Ontario K1H 8M5, Canada; School of Speech-Language Pathology and Audiology, Université de Montréal, c.p. 6128, succ. Centre-ville, Montréal H3C 3J7, Canada; Research Center, CHU Sainte-Justine, 3175, Côte Sainte-Catherine, Montréal, Québec H3T 1C5, Canada.
| | - Benoît Jutras
- School of Speech-Language Pathology and Audiology, Université de Montréal, c.p. 6128, succ. Centre-ville, Montréal H3C 3J7, Canada; Research Center, CHU Sainte-Justine, 3175, Côte Sainte-Catherine, Montréal, Québec H3T 1C5, Canada.
| | - Noémie Néron
- School of Speech-Language Pathology and Audiology, Université de Montréal, c.p. 6128, succ. Centre-ville, Montréal H3C 3J7, Canada; Research Center, CHU Sainte-Justine, 3175, Côte Sainte-Catherine, Montréal, Québec H3T 1C5, Canada.
| | - Sandra Fortin
- School of Speech-Language Pathology and Audiology, Université de Montréal, c.p. 6128, succ. Centre-ville, Montréal H3C 3J7, Canada.
| | - Amineh Koravand
- Audiology and Speech Pathology Program, School of Rehabilitation Sciences, University of Ottawa, Roger Guindon Hall, 451 Smyth Road, Room 3071, Ottawa, Ontario K1H 8M5, Canada.
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Key AP, Thompson EC, Benítez-Barrera C, Feldman JI, Woynaroski T, Picou E, Tharpe AM. Electrophysiological Measures of Listening-in-Noise With and Without Remote Microphone System Use in Autistic and Non-Autistic Youth. Ear Hear 2024; 45:710-720. [PMID: 38273435 PMCID: PMC11014766 DOI: 10.1097/aud.0000000000001465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2024]
Abstract
OBJECTIVES This study examined the neural mechanisms by which remote microphone (RM) systems might lead to improved behavioral performance on listening-in-noise tasks in autistic and non-autistic youth. DESIGN Cortical auditory evoked potentials (CAEPs) were recorded in autistic (n = 25) and non-autistic (n = 22) youth who were matched at the group level on chronological age ( M = 14.21 ± 3.39 years) and biological sex. Potentials were recorded during an active syllable identification task completed in quiet and in multi-talker babble noise with and without the use of an RM system. The effects of noise and RM system use on speech-sound-evoked P1-N1-P2 responses and the associations between the cortical responses and behavioral performance on syllable identification were examined. RESULTS No group differences were observed for behavioral or CAEP measures of speech processing in quiet or in noise. In the combined sample, syllable identification in noise was less accurate and slower than in the quiet condition. The addition of the RM system to the noise condition restored accuracy, but not the response speed, to the levels observed in quiet. The CAEP analyses noted amplitude reductions and latency delays in the noise compared with the quiet condition. The RM system use increased the N1 amplitude as well as reduced and delayed the P2 response relative to the quiet and noise conditions. Exploratory brain-behavior correlations revealed that larger N1 amplitudes in the RM condition were associated with greater behavioral accuracy of syllable identification. Reduced N1 amplitude and accelerated P2 response were associated with shorter syllable identification response times when listening with the RM system. CONCLUSIONS Findings suggest that although listening-in-noise with an RM system might remain effortful, the improved signal to noise ratio facilitates attention to the sensory features of the stimuli and increases speech sound identification accuracy.
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Affiliation(s)
- Alexandra P. Key
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
- Vanderbilt Kennedy Center, Vanderbilt University Medical Center, Nashville, TN
- Vanderbilt Brain Institute, Vanderbilt University, Nashville, TN
| | - Emily C. Thompson
- Department of Hearing and Speech Sciences, Vanderbilt University, Nashville, TN
| | | | - Jacob I. Feldman
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
- Frist Center for Autism and Innovation, Vanderbilt University, Nashville, TN
| | - Tiffany Woynaroski
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
- Vanderbilt Kennedy Center, Vanderbilt University Medical Center, Nashville, TN
- Frist Center for Autism and Innovation, Vanderbilt University, Nashville, TN
- Vanderbilt Brain Institute, Vanderbilt University, Nashville, TN
| | - Erin Picou
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Anne Marie Tharpe
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
- Vanderbilt Kennedy Center, Vanderbilt University Medical Center, Nashville, TN
- Department of Hearing and Speech Sciences, Vanderbilt University, Nashville, TN
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Biot L, Jacxsens L, Cardon E, Versnel H, Rhebergen KS, Boerboom RA, Gilles A, Van Rompaey V, Lammers MJW. Validation of the acoustic change complex (ACC) prediction model to predict speech perception in noise in adult patients with hearing loss: a study protocol. Diagn Progn Res 2024; 8:1. [PMID: 38263270 PMCID: PMC10807087 DOI: 10.1186/s41512-024-00164-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 01/15/2024] [Indexed: 01/25/2024] Open
Abstract
BACKGROUND Speech perception tests are essential to measure the functional use of hearing and to determine the effectiveness of hearing aids and implantable auditory devices. However, these language-based tests require active participation and are influenced by linguistic and neurocognitive skills limiting their use in patients with insufficient language proficiency, cognitive impairment, or in children. We recently developed a non-attentive and objective speech perception prediction model: the Acoustic Change Complex (ACC) prediction model. The ACC prediction model uses electroencephalography to measure alterations in cortical auditory activity caused by frequency changes. The aim is to validate this model in a large-scale external validation study in adult patients with varying degrees of sensorineural hearing loss (SNHL) to confirm the high predictive value of the ACC model and to assess its test-retest reliability. METHODS A total of 80 participants, aged 18-65 years, will be enrolled in the study. The categories of severity of hearing loss will be used as a blocking factor to establish an equal distribution of patients with various degrees of sensorineural hearing loss. During the first visit, pure tone audiometry, speech in noise tests, a phoneme discrimination test, and the first ACC measurement will be performed. During the second visit (after 1-4 weeks), the same ACC measurement will be performed to assess the test-retest reliability. The acoustic change stimuli for ACC measurements consist of a reference tone with a base frequency of 1000, 2000, or 4000 Hz with a duration of 3000 ms, gliding to a 300-ms target tone with a frequency that is 12% higher than the base frequency. The primary outcome measures are (1) the level of agreement between the predicted speech reception threshold (SRT) and the behavioral SRT, and (2) the level of agreement between the SRT calculated by the first ACC measurement and the SRT of the second ACC measurement. Level of agreement will be assessed with Bland-Altman plots. DISCUSSION Previous studies by our group have shown the high predictive value of the ACC model. The successful validation of this model as an effective and reliable biomarker of speech perception will directly benefit the general population, as it will increase the accuracy of hearing evaluations and improve access to adequate hearing rehabilitation.
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Affiliation(s)
- Lana Biot
- Resonant labs Antwerp, Department of Translational Neurosciences, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium.
- Department of Otorhinolaryngology, Head and Neck Surgery, Antwerp University Hospital (UZA), Edegem, Belgium.
| | - Laura Jacxsens
- Resonant labs Antwerp, Department of Translational Neurosciences, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
- Department of Otorhinolaryngology, Head and Neck Surgery, Antwerp University Hospital (UZA), Edegem, Belgium
| | - Emilie Cardon
- Resonant labs Antwerp, Department of Translational Neurosciences, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
- Department of Otorhinolaryngology, Head and Neck Surgery, Antwerp University Hospital (UZA), Edegem, Belgium
| | - Huib Versnel
- Department of Otorhinolaryngology and Head & Neck Surgery, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
- UMC Utrecht Brain Center, Utrecht University, Utrecht, the Netherlands
| | - Koenraad S Rhebergen
- Department of Otorhinolaryngology and Head & Neck Surgery, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
- UMC Utrecht Brain Center, Utrecht University, Utrecht, the Netherlands
| | - Ralf A Boerboom
- Department of Otorhinolaryngology and Head & Neck Surgery, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
- UMC Utrecht Brain Center, Utrecht University, Utrecht, the Netherlands
| | - Annick Gilles
- Resonant labs Antwerp, Department of Translational Neurosciences, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
- Department of Otorhinolaryngology, Head and Neck Surgery, Antwerp University Hospital (UZA), Edegem, Belgium
| | - Vincent Van Rompaey
- Resonant labs Antwerp, Department of Translational Neurosciences, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
- Department of Otorhinolaryngology, Head and Neck Surgery, Antwerp University Hospital (UZA), Edegem, Belgium
| | - Marc J W Lammers
- Resonant labs Antwerp, Department of Translational Neurosciences, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
- Department of Otorhinolaryngology, Head and Neck Surgery, Antwerp University Hospital (UZA), Edegem, Belgium
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Benítez-Barrera CR, Key AP, Murray MM, Retsa C, Ricketts TA, Tharpe AM. Plasticity Changes in Central Auditory Systems of School-Age Children Following a Brief Training With a Remote Microphone System. Ear Hear 2023; 44:803-815. [PMID: 36706057 DOI: 10.1097/aud.0000000000001329] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
OBJECTIVES The objective of this study was to investigate whether a brief speech-in-noise training with a remote microphone (RM) system (favorable listening condition) would contribute to enhanced post-training plasticity changes in the auditory system of school-age children. DESIGN Before training, event-related potentials (ERPs) were recorded from 49 typically developing children, who actively identified two syllables in quiet and in noise (+5 dB signal-to-noise ratio [SNR]). During training, children completed the same syllable identification task as in the pre-training noise condition, but received feedback on their performance. Following random assignment, half of the sample used an RM system during training (experimental group), while the other half did not (control group). That is, during training' children in the experimental group listened to a more favorable speech signal (+15 dB SNR) than children from the control group (+5 dB SNR). ERPs were collected after training at +5 dB SNR to evaluate the effects of training with and without the RM system. Electrical neuroimaging analyses quantified the effects of training in each group on ERP global field power (GFP) and topography, indexing response strength and network changes, respectively. Behavioral speech-perception-in-noise skills of children were also evaluated and compared before and after training. We hypothesized that training with the RM system (experimental group) would lead to greater enhancement of GFP and greater topographical changes post-training than training without the RM system (control group). We also expected greater behavioral improvement on the speech-perception-in-noise task when training with than without the RM system. RESULTS GFP was enhanced after training only in the experimental group. These effects were observed on early time-windows corresponding to traditional P1-N1 (100 to 200 msec) and P2-N2 (200 to 400 msec) ERP components. No training effects were observed on response topography. Finally, both groups increased their speech-perception-in-noise skills post-training. CONCLUSIONS Enhanced GFP after training with the RM system indicates plasticity changes in the neural representation of sound resulting from listening to an enriched auditory signal. Further investigation of longer training or auditory experiences with favorable listening conditions is needed to determine if that results in long-term speech-perception-in-noise benefits.
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Affiliation(s)
| | - Alexandra P Key
- Department of Hearing and Speech Sciences, Vanderbilt University, Nashville, TN, US
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Micah M Murray
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
- The Sense Innovation and Research Center, University Hospital and University of Lausanne (CHUV-UNIL), Switzerland and The University of Applied Sciences of Western Switzerland Valais (HES-SO Valais), Sion, Switzerland
- The Laboratory for Investigative Neurophysiology (The LINE), Department of Radiology, University Hospital Center and University of Lausanne, Lausanne, Switzerland
- CIBM Center for Biomedical Imaging, CHUV-UNIL, Lausanne, Switzerland
| | - Chrysa Retsa
- The Laboratory for Investigative Neurophysiology (The LINE), Department of Radiology, University Hospital Center and University of Lausanne, Lausanne, Switzerland
- CIBM Center for Biomedical Imaging, CHUV-UNIL, Lausanne, Switzerland
| | - Todd A Ricketts
- Department of Hearing and Speech Sciences, Vanderbilt University, Nashville, TN, US
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Anne Marie Tharpe
- Department of Hearing and Speech Sciences, Vanderbilt University, Nashville, TN, US
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
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Campbell J, Rouse R, Nielsen M, Potter S. Sensory Inhibition and Speech Perception-in-Noise Performance in Children With Normal Hearing. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2023; 66:382-399. [PMID: 36480698 DOI: 10.1044/2022_jslhr-22-00077] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
PURPOSE This study investigated whether sensory inhibition in children may be associated with speech perception-in-noise performance. Additionally, gating networks associated with sensory inhibition were identified via standardized low-resolution brain electromagnetic tomography (sLORETA), and the detectability of the cortical auditory evoked potential (CAEP) N1 response was enhanced using a 4- to 30-Hz bandpass filter. METHOD CAEP gating responses, reflective of inhibition, were evoked via click pairs and recorded using high-density electroencephalography in neurotypical 5- to 8-year-olds and 22- to 24-year-olds. Amplitude gating indices were calculated and correlated with speech perception in noise. Gating generators were estimated using sLORETA. A 4- to 30-Hz filter was applied to detect the N1 gating component. RESULTS Preliminary findings indicate children showed reduced gating, but there was a correlational trend between better speech perception and decreased N2 gating. Commensurate with decreased gating, children presented with incomplete compensatory gating networks. The 4- to 30-Hz filter identified the N1 response in a subset of children. CONCLUSIONS There was a tenuous relationship between children's speech perception and sensory inhibition. This may suggest that sensory inhibition is only implicated in atypically poor speech perception. Finally, the 4- to 30-Hz filter settings are critical in N1 detectability. SIGNIFICANCE Gating may help evaluate reduced sensory inhibition in children with clinically poor speech perception using the appropriate methodology. Cortical gating generators in typically developing children are also newly identified.
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Affiliation(s)
- Julia Campbell
- Central Sensory Processes Laboratory, Department of Speech, Language, and Hearing Sciences, The University of Texas at Austin
| | - Rixon Rouse
- Central Sensory Processes Laboratory, Department of Speech, Language, and Hearing Sciences, The University of Texas at Austin
| | - Mashhood Nielsen
- Central Sensory Processes Laboratory, Department of Speech, Language, and Hearing Sciences, The University of Texas at Austin
| | - Sheri Potter
- Central Sensory Processes Laboratory, Department of Speech, Language, and Hearing Sciences, The University of Texas at Austin
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Dynamic auditory contributions to error detection revealed in the discrimination of Same and Different syllable pairs. Neuropsychologia 2022; 176:108388. [PMID: 36183800 DOI: 10.1016/j.neuropsychologia.2022.108388] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 09/20/2022] [Accepted: 09/27/2022] [Indexed: 11/22/2022]
Abstract
During speech production auditory regions operate in concert with the anterior dorsal stream to facilitate online error detection. As the dorsal stream also is known to activate in speech perception, the purpose of the current study was to probe the role of auditory regions in error detection during auditory discrimination tasks as stimuli are encoded and maintained in working memory. A priori assumptions are that sensory mismatch (i.e., error) occurs during the discrimination of Different (mismatched) but not Same (matched) syllable pairs. Independent component analysis was applied to raw EEG data recorded from 42 participants to identify bilateral auditory alpha rhythms, which were decomposed across time and frequency to reveal robust patterns of event related synchronization (ERS; inhibition) and desynchronization (ERD; processing) over the time course of discrimination events. Results were characterized by bilateral peri-stimulus alpha ERD transitioning to alpha ERS in the late trial epoch, with ERD interpreted as evidence of working memory encoding via Analysis by Synthesis and ERS considered evidence of speech-induced-suppression arising during covert articulatory rehearsal to facilitate working memory maintenance. The transition from ERD to ERS occurred later in the left hemisphere in Different trials than in Same trials, with ERD and ERS temporally overlapping during the early post-stimulus window. Results were interpreted to suggest that the sensory mismatch (i.e., error) arising from the comparison of the first and second syllable elicits further processing in the left hemisphere to support working memory encoding and maintenance. Results are consistent with auditory contributions to error detection during both encoding and maintenance stages of working memory, with encoding stage error detection associated with stimulus concordance and maintenance stage error detection associated with task-specific retention demands.
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