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Collaborations and top research areas from the last five years
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An End-to-End Overview of Clinical Speech AI
Ng, S. I., Xu, L., Siegert, I., Cummins, N., Benway, N. R., Liss, J. & Berisha, V., 2026, In: IEEE Transactions on Audio, Speech and Language Processing. 34, p. 1016-1048 33 p.Research output: Contribution to journal › Review article › peer-review
Open Access -
Apple AirPods Pro 2 Live Listen as an AssistivListening Device
Foroogozar, M., Seideman, T., Liss, J. & Berish, V., Mar 2026, In: American journal of audiology. 35, 1, p. 267-274 8 p.Research output: Contribution to journal › Article › peer-review
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Prediction of Aspiration Risk by Using Vocal Biomarkers: Machine Learning Development and Validation Study
Varghese, C., Zhang, J., Charney, S., Abdalla, A. A., Reeves, E., Holyfield, S., Brown, A. E., Higgins, M. K., Stearns, H., Liss, J., Zhang, N., Orbelo, D., Pittelko, R. L., Rigelman, L., Ortega, V., Lott, D. G. & Berisha, V., 2026, In: JMIR Formative Research. 10, e86069.Research output: Contribution to journal › Article › peer-review
Open Access -
Articulatory precision from connected speech as a marker of cognitive decline in Alzheimer’s disease risk-enriched cohorts
Xu, L., Chen, K., Mueller, K. D., Liss, J. & Berisha, V., Jan 2025, In: Journal of Alzheimer's Disease. 103, 2, p. 476-486 11 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Link opens in a new tab Scopus citations -
A Tunable Forced Alignment System Based on Deep Learning: Applications to Child Speech
Kadambi, P., Mahr, T. J., Hustad, K. C. & Berisha, V., Jul 2025, In: Journal of Speech, Language, and Hearing Research. 68, 7S, p. 3583-3601 19 p.Research output: Contribution to journal › Article › peer-review
Open Access
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A causal framework of communicative participation in people with Parkinson's disease
Berisha, V. (CoI) & Liss, J. (PI)
HHS: National Institutes of Health (NIH)
6/15/23 → 5/31/28
Project: Research project
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Connected Language and Speech along the spectrum of ADRD: Digital assessment and monitoring
Berisha, V. (PI) & Liss, J. (CoI)
HHS: National Institutes of Health (NIH)
6/1/23 → 3/31/28
Project: Research project
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Quantifying articulatory performance in children with dysarthria: Development of an automated tool for clinical use
Berisha, V. (PI) & Liss, J. (CoI)
HHS: National Institutes of Health (NIH)
5/1/22 → 4/30/27
Project: Research project
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Improving Communication Outcomes in children with cleft palate in rural India
Liss, J. (CoI), Scherer, N. (PI) & Berisha, V. (CoI)
HHS: National Institutes of Health (NIH)
9/18/23 → 8/31/25
Project: Research project
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Speech-based assessment of aspiration risk
Berisha, V. (PI) & Liss, J. (CoI)
8/15/23 → 8/15/24
Project: Research project
Datasets
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Syncing up for a good conversation: A clinically-meaningful methodology for capturing conversational entrainment in the speech domain
Borrie, S. A. (Creator), Barrett, T. S. (Creator), Willi, M. (Creator) & Berisha, V. (Creator), ICPSR, 2017
DOI: 10.3886/e102720v2, https://www.openicpsr.org/openicpsr/project/102720/version/V2/view
Dataset
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Speech compression in dysarthria (Utianski et al., 2019)
Utianski, R. L. (Creator), Sandoval, S. (Creator), Berisha, V. (Creator), Lansford, K. L. (Creator) & Liss, J. M. (Creator), ASHA journals, 2019
DOI: 10.23641/asha.7291940.v2, https://asha.figshare.com/articles/Speech_compression_in_dysarthria_Utianski_et_al_2018_/7291940/2
Dataset
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Speech compression in dysarthria (Utianski et al., 2019)
Utianski, R. L. (Creator), Sandoval, S. (Creator), Berisha, V. (Creator), Lansford, K. L. (Creator) & Liss, J. M. (Creator), Figshare, 2019
DOI: 10.23641/asha.7291940, https://asha.figshare.com/articles/Speech_compression_in_dysarthria_Utianski_et_al_2018_/7291940
Dataset
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Supplementary Material for: Repeatability of Commonly Used Speech and Language Features for Clinical Applications
Stegmann, G. M. (Creator), Hahn, S. (Creator), Liss, J. (Creator), Shefner, J. (Creator), Rutkove, S. B. (Creator), Kawabata, K. (Creator), Bhandari, S. (Creator), Shelton, K. (Creator), Duncan, C. J. (Creator) & Berisha, V. (Creator), Karger Publishers, 2020
DOI: 10.6084/m9.figshare.13317290.v1, https://karger.figshare.com/articles/dataset/Supplementary_Material_for_Repeatability_of_Commonly_Used_Speech_and_Language_Features_for_Clinical_Applications/13317290/1
Dataset
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Speech compression in dysarthria (Utianski et al., 2018)
Utianski, R. L. (Creator), Sandoval, S. (Creator), Berisha, V. (Creator), Lansford, K. L. (Creator) & Liss, J. M. (Creator), Figshare, 2018
DOI: 10.23641/asha.7291940.v1, https://asha.figshare.com/articles/Speech_compression_in_dysarthria_Utianski_et_al_2018_/7291940/1
Dataset