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Dive into the research topics where Shanqing Cai is active.

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Featured researches published by Shanqing Cai.


PLOS ONE | 2012

Weak Responses to Auditory Feedback Perturbation during Articulation in Persons Who Stutter: Evidence for Abnormal Auditory-Motor Transformation

Shanqing Cai; Deryk S. Beal; Satrajit S. Ghosh; Mark Tiede; Frank H. Guenther; Joseph S. Perkell

Previous empirical observations have led researchers to propose that auditory feedback (the auditory perception of self-produced sounds when speaking) functions abnormally in the speech motor systems of persons who stutter (PWS). Researchers have theorized that an important neural basis of stuttering is the aberrant integration of auditory information into incipient speech motor commands. Because of the circumstantial support for these hypotheses and the differences and contradictions between them, there is a need for carefully designed experiments that directly examine auditory-motor integration during speech production in PWS. In the current study, we used real-time manipulation of auditory feedback to directly investigate whether the speech motor system of PWS utilizes auditory feedback abnormally during articulation and to characterize potential deficits of this auditory-motor integration. Twenty-one PWS and 18 fluent control participants were recruited. Using a short-latency formant-perturbation system, we examined participants’ compensatory responses to unanticipated perturbation of auditory feedback of the first formant frequency during the production of the monophthong [ε]. The PWS showed compensatory responses that were qualitatively similar to the controls’ and had close-to-normal latencies (∼150 ms), but the magnitudes of their responses were substantially and significantly smaller than those of the control participants (by 47% on average, p<0.05). Measurements of auditory acuity indicate that the weaker-than-normal compensatory responses in PWS were not attributable to a deficit in low-level auditory processing. These findings are consistent with the hypothesis that stuttering is associated with functional defects in the inverse models responsible for the transformation from the domain of auditory targets and auditory error information into the domain of speech motor commands.


Frontiers in Human Neuroscience | 2014

Diffusion imaging of cerebral white matter in persons who stutter: evidence for network-level anomalies

Shanqing Cai; Jason A. Tourville; Deryk S. Beal; Joseph S. Perkell; Frank H. Guenther; Satrajit S. Ghosh

Deficits in brain white matter have been a main focus of recent neuroimaging studies on stuttering. However, no prior study has examined brain connectivity on the global level of the cerebral cortex in persons who stutter (PWS). In the current study, we analyzed the results from probabilistic tractography between regions comprising the cortical speech network. An anatomical parcellation scheme was used to define 28 speech production-related ROIs in each hemisphere. We used network-based statistic (NBS) and graph theory to analyze the connectivity patterns obtained from tractography. At the network-level, the probabilistic corticocortical connectivity from the PWS group were significantly weaker than that from persons with fluent speech (PFS). NBS analysis revealed significant components in the bilateral speech networks with negative correlations with stuttering severity. To facilitate comparison with previous studies, we also performed tract-based spatial statistics (TBSS) and regional fractional anisotropy (FA) averaging. Results from tractography, TBSS and regional FA averaging jointly highlight the importance of several regions in the left peri-Rolandic sensorimotor and premotor areas, most notably the left ventral premotor cortex (vPMC) and middle primary motor cortex, in the neuroanatomical basis of stuttering.


Vision Research | 2006

Psychophysics of reading with a limited number of pixels: Towards the rehabilitation of reading ability with visual prosthesis

Lin Fu; Shanqing Cai; Hui Zhang; Guangshu Hu; Xudong Zhang

Psychophysics of reading with limited numbers of pixels has received increasing attention as the envisioned visual prosthesis offers a possibility to restore some useful reading ability to the blind through the pixelized vision it generates. This paper systematically studied how several important parameters of pixelized vision affect reading performance. A closed-circuit television reading platform with digital image processing capacities was developed to convert images of printed text into pixelized patterns made up of discrete dots. Reading rates in six normally sighted subjects were measured under different combinations of pixel number, window width, and angular subtense of pixel array. The results showed that reading is possible with as few as 6 x 6 binary pixels, at 15 words/min. It was also found that for a given array of pixels, maximum reading rates occur at a specific medium window width, due to a tradeoff between window width and character sampling resolution. It was also observed that pixelized reading exhibits more significant scale dependence than normal vision. Reading rates were decreased by increasing the angular subtense of the pixel array while keeping other parameters fixed. We hope these results will be helpful to the design of visual prosthesis for the rehabilitation of reading abilities.


Brain and Language | 2014

Impaired timing adjustments in response to time-varying auditory perturbation during connected speech production in persons who stutter

Shanqing Cai; Deryk S. Beal; Satrajit S. Ghosh; Frank H. Guenther; Joseph S. Perkell

Auditory feedback (AF), the speech signal received by a speakers own auditory system, contributes to the online control of speech movements. Recent studies based on AF perturbation provided evidence for abnormalities in the integration of auditory error with ongoing articulation and phonation in persons who stutter (PWS), but stopped short of examining connected speech. This is a crucial limitation considering the importance of sequencing and timing in stuttering. In the current study, we imposed time-varying perturbations on AF while PWS and fluent participants uttered a multisyllabic sentence. Two distinct types of perturbations were used to separately probe the control of the spatial and temporal parameters of articulation. While PWS exhibited only subtle anomalies in the AF-based spatial control, their AF-based fine-tuning of articulatory timing was substantially weaker than normal, especially in early parts of the responses, indicating slowness in the auditory-motor integration for temporal control.


Frontiers in Human Neuroscience | 2016

Decreased Cerebellar-Orbitofrontal Connectivity Correlates with Stuttering Severity: Whole-Brain Functional and Structural Connectivity Associations with Persistent Developmental Stuttering.

Kevin R. Sitek; Shanqing Cai; Deryk S. Beal; Joseph S. Perkell; Frank H. Guenther; Satrajit S. Ghosh

Persistent developmental stuttering is characterized by speech production disfluency and affects 1% of adults. The degree of impairment varies widely across individuals and the neural mechanisms underlying the disorder and this variability remain poorly understood. Here we elucidate compensatory mechanisms related to this variability in impairment using whole-brain functional and white matter connectivity analyses in persistent developmental stuttering. We found that people who stutter had stronger functional connectivity between cerebellum and thalamus than people with fluent speech, while stutterers with the least severe symptoms had greater functional connectivity between left cerebellum and left orbitofrontal cortex (OFC). Additionally, people who stutter had decreased functional and white matter connectivity among the perisylvian auditory, motor, and speech planning regions compared to typical speakers, but greater functional connectivity between the right basal ganglia and bilateral temporal auditory regions. Structurally, disfluency ratings were negatively correlated with white matter connections to left perisylvian regions and to the brain stem. Overall, we found increased connectivity among subcortical and reward network structures in people who stutter compared to controls. These connections were negatively correlated with stuttering severity, suggesting the involvement of cerebellum and OFC may underlie successful compensatory mechanisms by more fluent stutterers.


Journal of the Acoustical Society of America | 2013

Exploring auditory-motor interactions in normal and disordered speech

Jason A. Tourville; Shanqing Cai; Frank H. Guenther

Auditory feedback plays an important role in speech motor learning and in the online correction of speech movements. Speakers can detect and correct auditory feedback errors at the segmental and suprasegmental levels during ongoing speech. The frontal brain regions that contribute to these corrective movements have also been shown to be more active during speech in persons who stutter (PWS) compared to fluent speakers. Further, various types of altered auditory feedback can temporarily improve the fluency of PWS, suggesting that atypical auditory-motor interactions during speech may contribute to stuttering disfluencies. To investigate this possibility, we have developed and improved Audapter, a software that enables configurable dynamic perturbation of the spatial and temporal content of the speech auditory signal in real time. Using Audapter, we have measured the compensatory responses of PWS to static and dynamic perturbations of the formant content of auditory feedback and compared these responses wit...


Developmental Science | 2018

Auditory-motor adaptation is reduced in adults who stutter but not in children who stutter

Ayoub Daliri; Elizabeth A. Wieland; Shanqing Cai; Frank H. Guenther; Soo Eun Chang

Previous studies have shown that adults who stutter produce smaller corrective motor responses to compensate for unexpected auditory perturbations in comparison to adults who do not stutter, suggesting that stuttering may be associated with deficits in integration of auditory feedback for online speech monitoring. In this study, we examined whether stuttering is also associated with deficiencies in integrating and using discrepancies between expected and received auditory feedback to adaptively update motor programs for accurate speech production. Using a sensorimotor adaptation paradigm, we measured adaptive speech responses to auditory formant frequency perturbations in adults and children who stutter and their matched nonstuttering controls. We found that the magnitude of the speech adaptive response for children who stutter did not differ from that of fluent children. However, the adaptation magnitude of adults who stutter in response to auditory perturbation was significantly smaller than the adaptation magnitude of adults who do not stutter. Together these results indicate that stuttering is associated with deficits in integrating discrepancies between predicted and received auditory feedback to calibrate the speech production system in adults but not children. This auditory-motor integration deficit thus appears to be a compensatory effect that develops over years of stuttering.


Journal of the Acoustical Society of America | 2010

Coordination of the first and second formants of the Mandarin triphthong /iau/ revealed by adaptation to auditory perturbations.

Shanqing Cai; Satrajit S. Ghosh; Frank H. Guenther; Joseph S. Perkell

Investigations of auditory feedback control of supra‐glottal articulatory movements traditionally have focused on quasi‐static speech sounds like monophthongs. Only recently has attention been directed toward time‐varying sounds. To study the role of auditory feedback in the formation of formant trajectories in time‐varying vowels, we perturbed the second formant frequency (F2) trajectory as 20 native speakers produce the Mandarin triphthong /iau/ and measured their patterns of auditory‐motor adaptation. The subjects changed F2 in directions opposite to the perturbations, not unlike adaptive responses seen in previous studies. Surprisingly, concurrent with the F2 compensations, the subjects significantly altered the first formant (F1), the unperturbed formant, in ways that assisted cancellation of the perturbations to the location and orientation of the formant trajectory in the F1×F2 space. Care was taken to rule out that the F1 changes were byproducts of the F2 compensations. These observations indicate...


The Journal of Neuroscience | 2011

Focal Manipulations of Formant Trajectories Reveal a Role of Auditory Feedback in the Online Control of Both Within-Syllable and Between-Syllable Speech Timing

Shanqing Cai; Satrajit S. Ghosh; Frank H. Guenther; Joseph S. Perkell


Archive | 2008

A System for Online Dynamic Perturbation of Formant Trajectories and Results from Perturbations of the Mandarin Triphthong /iau/

Shanqing Cai; Marc Boucek; Satrajit S. Ghosh; Frank H. Guenther; Joseph S. Perkell

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Joseph S. Perkell

Massachusetts Institute of Technology

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Satrajit S. Ghosh

Massachusetts Institute of Technology

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