Communication Sciences and Disorders Commons^™

Association Between Tinnitus And Angina Pectoris In U.S. Adults: Evidence From Nhanes 2009–2018, Mitra Britton, Ishan Sunilkumar Bhatt

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Background/Objectives: Tinnitus has been increasingly associated with cardiovascular disease, and recent phenome-wide analyses have identified angina pectoris as a condition linked to tinnitus. This study aimed to replicate and quantify the association between tinnitus and angina pectoris in a nationally representative U.S. adult sample using NHANES, while adjusting for key demographic, cardiovascular, and tinnitus-related risk factors. Methods: Using data from four NHANES cycles 2009–2018, a cross-sectional analysis was conducted, which included 9185 participants, and used multivariate logistic regression analyses to investigate the association between tinnitus and angina pectoris. Results: Among 9185 adults, angina was associated with higher odds of tinnitus …

Brainstem Encoding Of Speech In The Extended High Frequencies And Its Behavioral Correlates, Sajana Aryal, Fan-Yin Cheng, Srikanta K. Mishra, Spencer Smith

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Whether the auditory nervous system can extract and use speech information carried in the extended high-frequency (EHF; >8 kHz) range is an unresolved question in auditory neuroscience. Although EHF sensitivity is increasingly recognized as important for speech perception, it is unclear whether EHF hearing is directly or indirectly involved in real-world listening. This study examined brainstem neural encoding of EHF speech components and the relationship between EHF hearing sensitivity and both neural and perceptual speech processing. Envelope following responses (EFRs) to broadband and high-pass filtered (>4 kHz and >8 kHz) speech stimuli, along with digits-in-noise speech recognition thresholds under …

Aac In Schools: How District Infrastructure And At Specialists Shape Implementation Practices, Grace T. Clark, Lesley Rytel, Endever* Corbin, Madison Skibicki, Gabriella Pesantes

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Purpose

Research on barriers to augmentative and alternative communication (AAC) implementation in schools has focused primarily on individual clinician factors rather than district infrastructure. This clinical focus article examined how the presence or absence of a dedicated assistive technology (AT) specialist was associated with differences in AAC implementation and the use of AAC as a Tier 1 support.

Method

Eighteen educators, including AT specialists, SLPs, and a special educator, from 17 U.S. school districts participated in a 75-minute structured Zoom focus group. They rated 11 statements about district AAC practices using a 4-point Likert scale and discussed their responses in …

Exploring Vocal Fatigue In Female Singers, Cory M. Pinto

Theses, Dissertations and Culminating Projects

Vocal fatigue is a complex issue that may signal underlying vocal pathology or exist independently, especially among professional voice users such as singers, whose high vocal demands make them particularly susceptible. This dissertation investigates vocal fatigue in young adult female singers using both objective and subjective voice assessment measures during a novel vocal loading task. Key research questions addressed in this dissertation are as follows: (1) Which voice assessment measures demonstrate significant change over time in response to vocal loading? (2) which Participant Profile Characteristics most accurately predict changes in perceived vocal fatigue severity? (3) In what ways do symptom …

Central Auditory Processing Is Altered After Traumatic Brain Injury In Tanzanian Adults, Jonathan D. Lichtenstein, Christopher E. Niemczak, Abigail Fellows, Lindsay J. Wood, Shufaa Masoud, Alexis Rooney, Monika Adhikari, Albert Magohe, Jay C. Buckey

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Traumatic brain injury (TBI) damages pathways throughout the brain and is a significant global health concern, particularly in low- and middle-income countries, where the incidence is high and long-term deficits are prevalent. This study explores the utility of central auditory processing (CAP) testing as a marker of previous TBI. Seventy individuals with a history of moderate to severe TBI (msTBI) were matched by age and sex to 46 healthy controls in Dar es Salaam, Tanzania. Participants underwent comprehensive behavioral CAP testing, including tests of speech-in-noise ability, temporal resolution, and dichotic listening. Multivariate logistic regression showed the Triple Digit Test (TDT) …

Effect Of Digital Noise Reduction Processing On Subcortical Speech Encoding And Relationship To Behavioral Outcomes, Subong Kim, Mary Schroeder, Hari M. Bharadwaj

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Perceptual benefits from digital noise reduction (NR) vary among individuals with different noise tolerance and sensitivity to distortions introduced in NR-processed speech; however, the physiological bases of the variance are understudied. Here, we developed objective measures of speech encoding in the ascending pathway as candidate measures of individual noise tolerance and sensitivity to NR-processed speech using the brainstem responses to speech syllable /da/. The speech-evoked brainstem response was found to be sensitive to the addition of noise and NR processing. The NR effects on the consonant and vowel portion of the responses were robustly quantified using response-to-response correlation metrics and …

Protocol For Visual-Acoustic Intervention With Service Delivery In-Person And Via Telepractice (Visit) Non-Inferiority Trial For Residual Speech Sound Disorder, Tara Mcallister, Jonathan L. Preston, Elaine R. Hitchcock, Nina R. Benway, Jennifer Hill

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Background: Residual speech sound disorder (RSSD) is a high-prevalence condition that negatively impacts social and academic participation. Telepractice service delivery has the potential to expand access to technology-enhanced intervention methods that can help remediate RSSD, but it is not known whether remote service delivery is associated with a reduction in the efficacy of these methods. This project will systematically measure the outcomes of visual-acoustic biofeedback intervention when delivered in-person or online. Methods/design: This project, Visual-acoustic Intervention with Service delivery In-person and via Telepractice (VISIT), aims to treat 76 children in a parallel randomized controlled clinical trial in which children with …

Exploring Perception Of Coarticulatory Cues In Childhood Apraxia Of Speech And Residual Speech Sound Disorders: A Pilot Study, Molly Beiting, Navin Viswanathan, Nicole Caballero, Elaine Hitchcock, Tara Mcallister, Jonathan L. Preston

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Introduction: Children with childhood apraxia of speech (CAS) exhibit speech production deficits beyond segmental errors, including atypical coarticulation. Broadly, children with speech sound disorders (SSD) also exhibit weaknesses in speech perception, which may directly relate to specific production difficulties. This study examined differences in categorical perception among children with CAS, residual SSD affecting /ɹ/ (rSSD), and typical speech (TD). We hypothesized that children with CAS would demonstrate weaker performance on a task requiring perception of coarticulatory cues—a defining weakness in their speech production—but perform similarly to rSSD peers on a segmental task. Methods: This study was designed as an exploratory …

Polish Adaptation Of The Self-Stigma Of Stuttering Scale: Scale Development And Analysis, Marta Wesierska, Natalia Świsłocka, Katarzyna Węsierska, Michael P. Boyle

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Purpose: There is currently no available assessment of self-stigmatization for people who stutter in Polish, and previous research has identified a clear need for such a measure to be implemented in therapy settings. The aim of this study was to adapt the Self-Stigma of Stuttering Scale (4S) to Polish. Method: The study recruited 108 Polish adults who stutter (48.1 % female, 51.9 % male), ranging in age from 18 to 67. Participants were mainly recruited via speech language pathologists (SLPs) and self-help group leaders. Participants completed the Polish translation of the 4S scale, as well as questions on general mental …

Dominant Mid-To-High-Frequency Harmonics Predict Neural Encoding And Perception Of Concurrent Vowels With Large F0 Differences, Fan-Yin Cheng, Sarah Medina, Olaedochim Obinna, Spencer Smith

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Concurrent vowel perception experiments have revealed the importance of fundamental frequency (f₀) differences in speech stream segregation. Understanding neural processes that support speech streaming using f₀ differences remains an active area of perceptual and neurocomputational modeling research. This study simultaneously measured subcortical neural encoding [frequency following responses (FFRs)] and cued vowel identification accuracy of 12 concurrent vowel mixtures with large f₀ differences (>8 semitones) to assess whether f₀-based neural channel selection predicted perception. Results indicated that the strength of f₀-based neural channel selection for one vowel often depended on the …

Individual Noise-Tolerance Profiles And Neural Signal-To-Noise Ratio: Insights Into Predicting Speech-In-Noise Performance And Noise-Reduction Outcomes, Subong Kim, Susan Arzac, Natalie Dokic, Jenn Donnelly, Nicole Genser, Kristen Nortwich, Alexis Rooney

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Background/Objectives: Individuals with similar hearing sensitivity exhibit varying levels of tolerance to background noise, a trait tied to unique individual characteristics that affect their responsiveness to noise reduction (NR) processing in hearing aids. The present study aimed to capture such individual characteristics by employing electrophysiological measures and subjective noise-tolerance profiles, and both were analyzed in relation to speech-in-noise performance and NR outcomes. Methods: From a sample of 42 participants with normal hearing, the neural signal-to-noise ratio (SNR)—a cortical index comparing the amplitude ratio between auditory evoked responses to target speech onset versus noise onset—was calculated, and individual noise-tolerance profiles were …

Individual Noise-Tolerance Profiles And Neural Signal-To-Noise Ratio: Insights Into Predicting Speech-In-Noise Performance And Noise-Reduction Outcomes, Subong Kim, Susan Arzac, Natalie Dokic, Jenn Donnelly, Nicole Genser, Kristen Nortwich, Alexis Rooney

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Background/Objectives: Individuals with similar hearing sensitivity exhibit varying levels of tolerance to background noise, a trait tied to unique individual characteristics that affect their responsiveness to noise reduction (NR) processing in hearing aids. The present study aimed to capture such individual characteristics by employing electrophysiological measures and subjective noise-tolerance profiles, and both were analyzed in relation to speech-in-noise performance and NR outcomes. Methods: From a sample of 42 participants with normal hearing, the neural signal-to-noise ratio (SNR)—a cortical index comparing the amplitude ratio between auditory evoked responses to target speech onset versus noise onset—was calculated, and individual noise-tolerance profiles were …

Reimagining Stuttering Therapy And Outcomes Through An Acceptance And Collaborative Lens, Farzan Irani, Michael Azios, Michael Boyle, Geoffrey A. Coalson, Scott Palasik, Jack Rodriguez, Eric Swartz

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

The purpose of this paper is to summarize a panel discussion at the 2024 World Stuttering and Cluttering Organization Congress that aimed to explore and reflect on the shifting landscape of stuttering therapy across the lifespan. The panel comprised of speech-language pathologists who have experience in stuttering therapy as clients, professionals, and researchers. The panel members reflect on the research, their professional experiences, and their own personal journey toward a more acceptance-based therapy and its outcomes. The paper concludes with the panel's reflections on the future of stuttering therapy across the lifespan.

Promoting Parent-Child Connectedness: Insights From A Parent Education Training., Bisola E. Duyile, Robyn Becker, Kate Papas, Shanta K. Pamphile

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Purpose: This study explores the interrelationship of speech, language, and literacy development, parentchild connectedness, and children’s mental health when viewed as social determinants of health, specifically among families of children with developmental disabilities. Through interprofessional collaboration, researchers aim to identify effective strategies that parents can use to enhance their children’s communication skills and emotional well-being.

Methods: A mixed methods design was employed, involving a post-workshop survey completed by five mothers. The quantitative component included Likert scale items to measure satisfaction with social support. We also evaluated satisfaction with the workshop. The qualitative component comprised openended questions about newly learned tools …

Challenge Based Learning For Social Entrepreneurship Education, Koen Depryck, Ilse Wambacq

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Challenge Based Learning (CBL) provides a promising educational framework for teaching social entrepreneurship, addressing the persistent gap between theoretical knowledge and practical implementation. Through a comprehensive analysis of existing literature and theoretical frameworks, this paper demonstrates how CBL’s seven key elements-authentic challenges, stakeholder involvement, interdisciplinary approaches, student agency, work and life skills development, entrepreneurial mindset cultivation, and impact focus-directly align with and support core social entrepreneurship competencies. The integration of Kolb’s experiential learning theory, Santos’ social entrepreneurship framework, and Rogers’ innovation diffusion theory provide a basis for understanding how CBL can enhance social entrepreneurship education. Evidence suggests that CBL particularly …

A Systematic Review Of Reading Comprehension Assessment And Intervention In Minimally And Nonspeaking Autistic Children, Grace T. Clark, Madison Skibicki, Gabriella Pesantes

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Up to 25% of autistic individuals are minimally or nonspeaking and require augmentative and alternative communication (AAC). While literacy instruction for this group is increasing, limited research has examined their reading comprehension. This systematic review examined assessment and intervention practices targeting reading comprehension in autistic children who use AAC. A search of five databases yielded 586 articles, of which 6 studies met inclusion criteria. Studies were included if they featured autistic participants under 18 who were minimally or nonspeaking and addressed reading comprehension beyond single-word decoding. Findings varied widely in participant profiles, comprehension targets, and methodological rigor. There is a …

Orthographic Support For Verb Identification In Typically Developing Three-Year-Old Children, Grace T. Clark, Christina Reuterskiold

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Children, as young as four years of age, have demonstrated enhanced noun learning when presented with orthographic representations during word learning tasks. This study sought to determine if three-year-old typically developing children would demonstrate an orthographic facilitation effect during an asynchronous computer-based verb learning task. One-hundred ten children were taught 8 novel verbs by presenting videos of novel actions paired with novel labels in sentence frames. Four novel verbs were taught with orthographic support present and four were taught without orthographic support. Participants were exposed to the words a total of two times and then given a post-test to assess …

Verbs Are Tricky: Does Orthography Support Verb Identification In Typically Developing Children Ages 3–8?, Grace T. Clark, Gabriella Pesantes, Madison Skibicki

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Purpose:
This study examined whether orthographic representations—seeing a printed word while hearing it—facilitate verb identification accuracy in typically developing children and whether developmental or literacy factors modulate this effect.

Method:
One hundred eight English-speaking children ages 3–8 years (M = 5.86) completed a web-based verb learning task through Children Helping Science. Participants were randomly assigned to an orthography-present or orthography-absent condition while learning six novel verbs paired with dynamic action videos. Accuracy during a two-alternative forced-choice test was coded from parent-verified pointing responses. Caregivers completed a literacy interest questionnaire, and children completed a letter–sound correspondence task. Multilevel logistic regression …

Mentorship Of New(Er) School-Based Speech-Language Pathologists Beyond The Clinical Fellowship: A Pilot Study, Robyn Becker

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Purpose:

The purpose of this pilot study was to explore the perspectives of school-based speech-language pathologists (SLPs) with varying levels of experience to identify the components of a postclinical fellow (CF) school-based speech-language pathology mentorship program, barriers to implementation, and potential solutions.

Method:

After seeking feedback from school-based SLPs, a survey was created and distributed via e-mail and national social media sites. Topics included gathering perspectives about experiences with school-based speech-language pathology mentorship, components of a possible post-CF mentorship program, barriers to implementation, and potential solutions.

Results:

Sixty-five school-based SLPs with varying years of experience responded to the survey. Results …

Cortical And Subjective Measures Of Individual Noise Tolerance Predict Hearing Outcomes With Varying Noise Reduction Strength, Subong Kim, Susan Arzac, Natalie Dokic, Jenn Donnelly, Nicole Genser, Kristen Nortwich, Alexis Rooney

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Noise reduction (NR) algorithms are employed in nearly all commercially available hearing aids to attenuate background noise. However, NR processing also involves undesirable speech distortions, leading to variability in hearing outcomes among individuals with different noise tolerance. Leveraging 30 participants with normal hearing engaged in speech-in-noise tasks, the present study examined whether the cortical measure of neural signal-to-noise ratio (SNR)—the amplitude ratio of auditory evoked responses to target speech onset and noise onset—could predict individual variability in NR outcomes with varying strength, thus serving as a reliable indicator of individual noise tolerance. In addition, we also measured subjective ratings of …

Auditory Sensory Gating: Effects Of Noise, Fan-Yin Cheng, Julia Campbell, Chang Liu

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Cortical auditory evoked potentials (CAEPs) indicate that noise degrades auditory neural encoding, causing decreased peak amplitude and increased peak latency. Different types of noise affect CAEP responses, with greater informational masking causing additional degradation. In noisy conditions, attention can improve target signals’ neural encoding, reflected by an increased CAEP amplitude, which may be facilitated through various inhibitory mechanisms at both pre-attentive and attentive levels. While previous research has mainly focused on inhibition effects during attentive auditory processing in noise, the impact of noise on the neural response during the pre-attentive phase remains unclear. Therefore, this preliminary study aimed to assess …

Intersectionality And The Experience Of Stuttering For Latinos In The U.S., Carolina Beita-Ell

Theses, Dissertations and Culminating Projects

In research, intersectionality seeks to explore, reflect on, and validate variations in human experience. This study adopted an intersectional approach when contemplating the experience of stuttering for individuals living in the U.S. who identified as Latinx (Latino/Latina/Hispanic). Nine Latinx people who stutter (PWS) - six reported their gender as ‘male’ and three reported their gender as ‘female’, with a mean age of 41, from five U.S. states and Washington, D.C. - participated in the study. A mixed methods design, which consisted of semi-structured interviews conducted online using videoconferencing technology and an online survey that contained three quantitative measures as well …

Evaluating Acoustic Representations And Normalization For Rhoticity Classification In Children With Speech Sound Disorders, Nina R. Benway, Jonathan L. Preston, Asif Salekin, Elaine Hitchcock, Tara Mcallister

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

The effects of different acoustic representations and normalizations were compared for classifiers predicting perception of children's rhotic versus derhotic /ɹ/. Formant and Mel frequency cepstral coefficient (MFCC) representations for 350 speakers were z-standardized, either relative to values in the same utterance or age-and-sex data for typical /ɹ/. Statistical modeling indicated age-and-sex normalization significantly increased classifier performances. Clinically interpretable formants performed similarly to MFCCs and were endorsed for deep neural network engineering, achieving mean test-participant-specific F1-score = 0.81 after personalization and replication (σx = 0.10, med = 0.83, n = 48). Shapley additive explanations analysis indicated the third formant most influenced …

Comparing Online Versus Laboratory Measures Of Speech Perception In Older Children And Adolescents, Tara Mcallister, Jonathan L. Preston, Laura Ochs, Jennifer Hill, Elaine R. Hitchcock

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Given the increasing prevalence of online data collection, it is important to know how behavioral data obtained online compare to samples collected in the laboratory. This study compares online and in-person measurement of speech perception in older children and adolescents. Speech perception is important for assessment and treatment planning in speech-language pathology; we focus on the American English /r/ sound because of its frequency as a clinical target. Two speech perception tasks were adapted for web presentation using Gorilla: identification of items along a synthetic continuum from rake to wake, and category goodness judgment of English /r/ sounds in words …

Research Priorities For Childhood Apraxia Of Speech: A Long View, Patricia Mccabe, Molly Beiting, Elaine R. Hitchcock, Edwin Maas, Amy Meredith, Angela T. Morgan, Nancy L. Potter, Jonathan L. Preston, Laura Moorer, Pooja Aggarwal, Kirrie Ballard, Laura Baskall Smith, Nicole F. Caballero, Kathryn Cabbage, Julie Case, Susan Caspari, Karen V. Chenausky, Shina Cook, Ewa Grzelak, Maryane Gomez, Aubrie Hagopian, Chantelle Highman, Anne Hodits, Jenya Iuzzini-Seigel, Jillian Levos-Carlson, Barbara A. Lewis, Patricia Mayro, Jyutika Mehta, Gabrielle Miller, Kimberly D. Mory, Elizabeth Murray, Megan S. Overby

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

This article introduces the Journal of Speech, Language, and Hearing Research Special Issue: Selected Papers From the 2022 Apraxia Kids Research Symposium. The field of childhood apraxia of speech (CAS) has developed significantly in the past 15 years, with key improvements in understanding of basic biology including genetics, neuroscience, and computational modelling; development of diagnostic tools and methods; diversity of evidence-based interventions with increasingly rigorous experimental designs; and understanding of impacts beyond impairmentlevel measures. Papers in this special issue not only review and synthesize the some of the substantial progress to date but also present novel findings addressing critical research …

How Literacy Coursework May Change The Perspectives Of Preservice Speech-Language Pathologists: A Pilot Study, Robyn Becker

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

This pilot study investigated how perspectives of preservice speech-language pathologists (SLPs) may change after completion of a graduate course in literacy in a Communication Sciences and Disorders (CSD) program. Further, the study sought to reflect upon course design and instructional delivery practices related to the class. Data was collected via online survey completed by 21 volunteer CSD graduate students. The results suggested that students' perspectives may evolve over the course of a semester-long CSD literacy class in some areas related to the components of reading, misconceptions about literacy, and the social justice implications of access to quality reading programs. Using …

Objective Discrimination Of Bimodal Speech Using Frequency Following Responses, Can Xu, Fan-Yin Cheng, Sarah Medina, Erica Eng, René Gifford, Spencer Smith

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Bimodal hearing, in which a contralateral hearing aid is combined with a cochlear implant (CI), provides greater speech recognition benefits than using a CI alone. Factors predicting individual bimodal patient success are not fully understood. Previous studies have shown that bimodal benefits may be driven by a patient's ability to extract fundamental frequency (f0) and/or temporal fine structure cues (e.g., F1). Both of these features may be represented in frequency following responses (FFR) to bimodal speech. Thus, the goals of this study were to: 1) parametrically examine neural encoding of f0 and F1 in simulated bimodal speech conditions; 2) examine …

Neural Correlates Of Individual Differences In Speech-In-Noise Performance In A Large Cohort Of Cochlear Implant Users, Joel I. Berger, Phillip E. Gander, Subong Kim, Adam T. Schwalje, Jihwan Woo, Young Min Na, Ann Holmes, Jean M. Hong, Camille C. Dunn, Marlan R. Hansen, Bruce J. Gantz, Bob Mcmurray, Timothy D. Griffiths, Inyong Choi

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Objectives: Understanding speech-in-noise (SiN) is a complex task that recruits multiple cortical subsystems. Individuals vary in their ability to understand SiN. This cannot be explained by simple peripheral hearing profiles, but recent work by our group (Kim et al. 2021, Neuroimage) highlighted central neural factors underlying the variance in SiN ability in normal hearing (NH) subjects. The present study examined neural predictors of SiN ability in a large cohort of cochlear-implant (CI) users. Design: We recorded electroencephalography in 114 postlingually deafened CI users while they completed the California consonant test: a word-in-noise task. In many subjects, data were also collected …

Neural Mechanisms Related To The Enhanced Auditory Selective Attention Following Neurofeedback Training: Focusing On Cortical Oscillations, Hwan Shim, Leah Gibbs, Karsyn Rush, Jusung Ham, Subong Kim, Sungyoung Kim, Inyong Choi

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Selective attention can be a useful tactic for speech-in-noise (SiN) interpretation as it strengthens cortical responses to attended sensory inputs while suppressing others. This cortical process is referred to as attentional modulation. Our earlier study showed that a neurofeedback training paradigm was effective for improving the attentional modulation of cortical auditory evoked responses. However, it was unclear how such neurofeedback training improved attentional modulation. This paper attempts to unveil what neural mechanisms underlie strengthened auditory selective attention during the neurofeedback training paradigm. Our EEG time–frequency analysis found that, when spatial auditory attention was focused, a fronto-parietal brain network was activated. …

Reproducible Speech Research With The Artificial Intelligence–Ready Percept Corpora, Nina R. Benway, Jonathan L. Preston, Elaine Hitchcock, Yvan Rose, Asif Salekin, Wendy Liang, Tara Mcallister

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Background: Publicly available speech corpora facilitate reproducible research by providing open-access data for participants who have consented/assented to data sharing among different research teams. Such corpora can also support clinical education, including perceptual training and training in the use of speech analysis tools. Purpose: In this research note, we introduce the PERCEPT (Perceptual Error Rating for the Clinical Evaluation of Phonetic Targets) corpora, PERCEPT-R (Rhotics) and PERCEPT-GFTA (Goldman-Fristoe Test of Articulation), which together contain over 36 hr of speech audio (> 125,000 syllable, word, and phrase utterances) from children, adolescents, and young adults aged 6– 24 years with speech sound …