Publications & Presentations
Peer-Reviewed Journal Articles
Miller, H. E., Garnett, E. O., Heller Murray, E. S., Nieto-Castañón, A., Tourville, J., Chang, S.-E., & Guenther, F. H. (2023). A comparison of structural morphometry in children and adults with persistent developmental stuttering. Brain Communications, 5(6), fcad301.
Purpose: This cross-sectional study aimed to differentiate earlier occurring neuroanatomical differences that may reflect core deficits in stuttering versus changes associated with a longer duration of stuttering by analyzing structural morphometry in a large sample of children and adults who stutter and age-matched controls.
Method: Whole-brain T1-weighted structural scans were obtained from 166 individuals who stutter (74 children, 92 adults; ages 3-58) and 191 controls (92 children, 99 adults; ages 3-53) from eight prior studies in our laboratories. Mean size and gyrification measures were extracted using FreeSurfer software for each cortical region of interest. FreeSurfer software was also used to generate subcortical volumes for regions in the automatic subcortical segmentation. For cortical analyses, separate ANOVA analyses of size (surface area, cortical thickness) and gyrification (local gyrification index) measures were conducted to test for a main effect of diagnosis (stuttering, control) and the interaction of diagnosis-group with age-group (children, adults) across cortical regions. Cortical analyses were first conducted across a set of regions that comprise the speech network and then in a second whole-brain analysis. Next, separate ANOVA analyses of volume were conducted across subcortical regions in each hemisphere. FDR-corrections were applied for all analyses. Additionally, we tested for correlations between structural morphometry and stuttering severity.
Results: Analyses revealed thinner cortex in children who stutter compared to controls in several key speech planning regions, with significant correlations between cortical thickness and stuttering severity. These differences in cortical size were not present in adults who stutter, who instead showed reduced gyrification in the right inferior frontal gyrus.
Conclusion: Findings suggest that early cortical anomalies in key speech planning regions may be associated with stuttering onset. Persistent stuttering into adulthood may result from network-level dysfunction instead of focal differences in cortical morphometry. Adults who stutter may also have a more heterogeneous neural presentation than children who stutter due to their unique lived experiences.
Miller, H. E., Kearney, E., Nieto Castañón, A., Falsini, R., Abur, D., Acosta, A., Chao, S., Dahl, K. L., Franken, M., Heller Murray, E. S., Mollaei, F., Niziolek, C. A., Parrell, B., Perrachione, T., Smith, D. J., Stepp, C. E., Tomassi, N., & Guenther, F. H. (2023). Don’t cut off your tail: A mega-analysis of responses to auditory perturbation experiments. Journal of Speech, Language, and Hearing Research, 66(11), 4315-4331.
Purpose: The practice of removing “following” responses from speech perturbation analyses is increasingly common, despite no clear evidence as to whether these responses represent a unique response type. This study aimed to determine if the distribution of responses to auditory perturbation paradigms represents a bimodal distribution, consisting of two distinct response types, or a unimodal distribution.
Methods: This mega-analysis pooled data from 22 previous studies to examine the distribution and magnitude of responses to auditory perturbations across four tasks: adaptive pitch, adaptive formant, reflexive pitch, and reflexive formant. Data included at least 150 unique participants for each task, with studies comprising younger adult, older adult, and Parkinson’s disease populations. A Silverman’s unimodality test followed by a smoothed bootstrap resampling technique was performed for each task to evaluate the number of modes in each distribution. Wilcoxon signed-rank tests were also performed for each distribution to confirm significant compensation in response to the perturbation.
Results: Modality analyses were not significant (p > .05) for any group or task, indicating unimodal distributions. Our analyses also confirmed compensatory reflexive responses to pitch and formant perturbations across all groups, as well as adaptive responses to sustained formant perturbations. However, analyses of sustained pitch perturbations only revealed evidence of adaptation in studies with younger adults.
Conclusion: The demonstration of a clear unimodal distribution across all tasks suggests that following responses do not represent a distinct response pattern, but rather the tail of a unimodal distribution.
Miller, H. E., Cordella, C., Collins, J. A., Ezzo, R., Quimby, M., Hochberg, D., Tourville, J. A., Dickerson, B. C., & Guenther, F. H. (2021). Neural correlates of verbal repetition in primary progressive aphasia. Brain Communications, 3(1), fcab015.
In this cross-sectional study, we examined the relationship between cortical thickness and performance on several verbal repetition tasks in a cohort of patients with primary progressive aphasia (PPA) in order to test predictions generated by theoretical accounts of phonological working memory (PWM) that predict phonological content buffers in left posterior inferior frontal sulcus (pIFS) and supramarginal gyrus (SMG). Cortical surfaces were reconstructed from magnetic resonance imaging scans from 42 participants diagnosed with PPA. Cortical thickness was measured in a set of anatomical regions spanning the entire cerebral cortex. Correlation analyses were performed between cortical thickness and average score across three PWM related tasks: the Repetition subtest from the Western Aphasia Battery, a forward digit span task, and a backward digit span task. Significant correlations were found between average PWM score across tasks and cortical thickness in left SMG and left pIFS, in support of prior theoretical accounts of PWM. Exploratory whole-brain correlation analyses performed for each of the three behavioral tasks individually revealed a distinct set of positively-correlated regions for each task. Comparison of cortical thickness measures from different PPA subtypes to cortical thickness in age-matched controls further revealed unique patterns of atrophy in the different PPA subtypes.
Miller, H. E., & Guenther, F. H. (2021). Modelling speech motor programming and apraxia of speech in the DIVA/GODIVA neurocomputational framework. Aphasiology, 35(4), 424-441.
Background: The Directions Into Velocities of Articulators (DIVA) model and its partner, the Gradient Order DIVA (GODIVA) model, provide neurobiologically grounded, computational accounts of speech motor control and motor sequencing, with applications for the study and treatment of neurological motor speech disorders.
Aims: In this review, we provide an overview of the DIVA and GODIVA models and how they explain the interface between phonological and motor planning systems to build on previous models and provide a mechanistic accounting of apraxia of speech (AOS), a disorder of speech motor programming.
Main Contribution: Combined, the DIVA and GODIVA models account for both the segmental and suprasegmental features that define AOS via damage to (i) a speech sound map, hypothesized to reside in the left ventral premotor cortex, (ii) a phonological content buffer hypothesized to reside in the left posterior inferior frontal sulcus, and/or (iii) the axonal projections between these regions. This account is in line with a large body of behavioural work, and it unifies several prior theoretical accounts of AOS.
Conclusions: The DIVA and GODIVA models provide an integrated framework for the generation and testing of both behavioural and neuroimaging hypotheses about the underlying neural mechanisms responsible for motor programming in typical speakers and in speakers with AOS.
Miller, H. E., Ballard, K. J., Campbell, J., Smith, M., Plante, A. S., Aytur, S. A., & Robin, D. A. (2021). Improvements in speech of children with apraxia: The efficacy of a Treatment for Establishing Motor Program Organization (TEMPOSM). Developmental Neurorehabilitation, 24(7), 494-509.
Purpose: This study investigated the efficacy of Treatment for Establishing Motor Program Organization (TEMPOSM) in childhood apraxia of speech (CAS).
Method: A mixed between- and within-participant design with multiple baselines across participants and behaviors was used to examine acquisition, generalization, and maintenance of skills. TEMPOSM was administered in four one-hour sessions a week over a four-week period for eleven participants (ages 5 to 8), allocated to either an immediate treatment group or a wait-list control group. Acoustic and perceptual variables were measured at baseline, immediate post-treatment, and one-month post-treatment.
Results: Children demonstrated significant improvements in specific acoustic measures of segmentation and lexical stress, as well as perceptual measures of fluency, lexical stress, and speech-sound accuracy. Treatment and generalization effects were maintained one-month post-treatment with generalization to untreated stimuli.
Conclusion: TEMPOSM was efficacious in improving segmental and suprasegmental impairments in the speech of children with CAS.
Book Chapters
Plante, A. S., Miller, H. E., & Robin, D. A. (2019). Apraxia of speech. In J. S. Damico & M. J. Ball (Eds.), The SAGE Encyclopedia of Human Communication Disorders. Thousand Oaks, CA: Sage Publications.
Master's Thesis
Miller, H. E. (2017). Improvements in speech of children with apraxia: The efficacy of a Treatment for Establishing Motor Program Organization (TEMPO). [Unpublished Master's thesis]. University of New Hampshire.
Childhood apraxia of speech (CAS) is a motor speech disorder characterized by distorted phonemes, segmentation (increased segment and intersegment durations), and impaired production of lexical stress. This study investigated the efficacy of Treatment for Establishing Motor Program Organization (TEMPO) in nine participants (ages 5 to 8) using a delayed treatment group design. Children received four weeks of intervention for four days each week. Experimental probes were administered at baseline and post-treatment—both immediately and one month after treatment—for treated and untreated stimuli. Significant improvements in specific acoustic measures of segmentation and lexical stress were demonstrated following treatment for both the immediate and delayed treatment groups. Treatment effects for all variables were maintained at one-month post-treatment. These results support the demonstrated efficacy of TEMPO in improving the speech of children with CAS.
Conference Presentations
Miller, H. E.,* Kearney, E., Nieto-Castañón, A., & Guenther, F. H. (2024, February). A mega-analysis of the distribution of responses to auditory perturbation experiments. Talk to be presented at the Conference on Motor Speech, San Diego, CA.
Kearney, E.,* Miller, H. E.,* Chang, S.-E.,* & Guenther, F. H.* (2022, November). DIVA Explained: Applying models of speech production to clinical populations. Invited panel presented at the American Speech-Language Hearing Association Convention, New Orleans, LA.
Miller, H. E.,* Garnett, E. O., Heller Murray, E. S., Nieto-Castañón, A., Tourville, J., Chang, S.-E., & Guenther, F. H. (2022, November). Structural morphometry of stuttering across the lifespan. Talk presented at the American Speech-Language Hearing Association Convention, New Orleans, LA.
Miller, H. E.,* Cordella, C., Collins, J., Ezzo, R., Quimby, M., Tourville, J. A., Guenther, F. H., & Dickerson, B. C. (2020, December). Evidence for a phonological output buffer in posterior inferior frontal sulcus from repetition deficits in primary progressive aphasia. Poster presented at 12th International Seminar on Speech Production. Link to Poster
Miller, H. E.,* Aytur, S., Woodbury, A., James, M., Ballard, K. J. & Robin, D. A. (2019, June). Efficacy of a second dose of a treatment for establishing motor program organization (TEMPO) in childhood apraxia of speech. Poster presented at Boston Speech Motor Control Symposium, Boston, MA.
Miller, H. E.,* Ballard, K. J., Campbell, J., Aytur, S, Plante, A. S., & Robin, D. A. (2018, November). Motor programming treatment of lexical stress and segmentation in childhood apraxia of speech. Talk presented at the American Speech-Language Hearing Association Convention, Boston, MA.
Schultz, E.,* Greenslade, K., Miller, H. E.,* Plante, A. S., Ballard, K. J. & Robin, D. A. (2018, November). Communicative participation improves following motor speech program treatment in apraxia of speech. Poster presented at American Speech-Language Hearing Association Convention, Boston, MA.
Miller, H. E.,* Plante, A. S., Ballard, K. J. & Robin, D. A. (2018, February). Treatment of lexical stress & segmentation in childhood apraxia of speech. Poster presented at the Conference on Motor Speech, Savannah, GA.
Invited Lectures
October 2023 “Speech Motor Sequence Learning in Primary Progressive Aphasia and Related Dementias"
Boston Speech Motor Control Working Group, Boston MA.
October 2021 “Upgrading Your Apraxia Evaluation and Intervention”
Boothby Therapy Services Continuing Education Workshop, virtual.
September 2020 “Treatment of Prosody in Childhood Apraxia of Speech”
Communication and Neurodevelopment Lab Meeting, Boston University, Boston MA.
March 2020 “Evidence-based Diagnosis and Treatment of Apraxia of Speech”
Boothby Therapy Services Continuing Education Workshop, Concord, NH.