Professional Summary
I am an Assistant Professor in the Department of Communication Sciences and Disorders at the University of Cincinnati, where I direct the Clinical Linguistics and Health Outcomes (CHO) Lab. My research lies at the intersection of clinical linguistics, speech science, artificial intelligence, and digital health. I develop computational approaches to understand speech, language, and social communication across the lifespan, with the goal of improving the assessment, diagnosis, and monitoring of neurological, psychiatric, and developmental disorders. Through interdisciplinary collaborations, I seek to translate speech and language biomarkers into scalable, clinically meaningful tools that improve health outcomes. I received my PhD in linguistics at the University of Pennsylvania, completed my postdoctoral training at the Linguistic Data Consortium at UPenn, and served as a Research Assistant Professor at UPenn.
Education
PhD: University of Pennsylvania Philadelphia, 2017 (Linguistics)
MA: Ewha Woman's University Seoul, 2011 (English Linguistics)
BA: Ewha Woman's University Seoul, 2008 (English Language and Literature)
Positions and Work Experience
2023 -2026 Research Assistant Professor, University of Pennsylvania, Philadelphia
2018 -2023 Postdoctoral Researcher, University of Pennsylvania, Philadelphia
Research Support
Grant: #1R01MH140013-01 2025 -2030 National Institute of Mental Health Vital signs for psychosis: Personalized longitudinal markers of psychosis severity using automated speech and language analysis Role:Co-Investigator Active Type:Grant Level:National
2026 -2028 Wellcome Trust Foundation STELLAR: Steering-Vector Enhanced LLM Agents for Realistic Digital Twins in Mental Health Role:Co-Investigator Active Type:Grant Level:International
Grant: #AARF-21-851126 2021 -2024 Alzheimer's Association Automated Speech Analysis of Digitized Neuropsychological Tests in AD Role:PI Completed Type:Fellowship Level:International
2022 -2024 Penn Data Driven Discovery Automated speech markers for Korean patients with AD and PD Role:PI Completed Type:Grant Level:University
2024 -2025 Penn HealthTech CogSpeech Role:PI Completed Type:Grant Level:University
Grant: #1R01DC018289-01A1 2020 -2026 National Institute of Deafness and other Communication Disorders Digitizing human vocal interaction to understand and diagnose Autism Role:Co-Investigator Type:Grant Level:National
Grant: #1R03DC021774-01 2024 -2026 National Institute of Deafness and other Communication Disorders Computational linguistics for autism-related social skills: assessment for characterization and ther- apy Role:Co-Investigator Type:Grant Level:National
Publications
Peer Reviewed Publications
Wu J.; Liu J.; Wang T.; Cho S.; Lee Y.c. (09-01-2025. ) Comparisons of Mandarin on-focus expansion and post-focus compression between native speakers and L2.Speech Communication, , 173 , More Information
Mehta A.; Nikzad A.H.; Cong Y.; Cho S.; Pradhan S.; Tang S.X. (01-01-2025. ) Sentiment in speech is associated with symptom severity in psychosis.Cognitive Neuropsychiatry, , 30 (3 ) ,199-210 More Information
Cox C.; Fusaroli R.; Nielsen Y.A.; Cho S.; Rocca R.; Simonsen A.; Knox A.; Lyons M.; Liberman M.; Cieri C.; Schillinger S.; Lee A.L.; Hauptmann A.; Tena K.; Chatham C.; Miller J.S.; Pandey J.; Russell A.S.; Schultz R.T.; Parish-Morris J. (10-01-2025. ) Social Context Matters for Turn-Taking Dynamics: A Comparative Study of Autistic and Typically Devel.Cognitive Science, , 49 (10 ) , More Information
Park C.; Choi A.S.G.; Cho S.; Kim C. (01-01-2025. ) Reasoning-Based Approach with Chain-of-Thought for Alzheimer's Detection Using Speech and Large Lang.Proceedings of the Annual Conference of the International Speech Communication Association Interspeech, , 2185-2189 More Information
Choi A.S.G.; Richardson A.; Partlan R.; Tang S.X.; Cho S. (01-01-2025. ) Comparative Evaluation of Acoustic Feature Extraction Tools for Clinical Speech Analysis.Proceedings of the Annual Conference of the International Speech Communication Association Interspeech, , 524-528 More Information
Cola M.; Schillinger S.; Lyons M.; Lee A.; Faulk C.; Covello M.; Howard N.; Franke H.; Mulqueen A.; Fulop L.; Knox A.; Cho S.; Liberman M.Y.; Pandey J.; Yates Flanagan A.; Donaher J.; Schultz R.T.; Parish-Morris J. (06-01-2026. ) Sex-specific metrics for success: Gaps in social word use are bigger for autistic girls than boys.Autism, , 30 (6 ) ,1608-1614 More Information
Cho S.; Nevler N.; Shellikeri S.; Ash S.; Liberman M.; Grossman M. (01-01-2020. ) Automatic Classification of Primary Progressive Aphasia Patients Using Lexical and Acoustic Features .Proceedings of the Lrec 2020 Workshop on Resources and Processing of Linguistic Para Linguistic and Extra Linguistic Data from People with Various Forms of Cognitive Psychiatric Developmental Impairments Rapid 3, , 60-65
Cho S.; Lee Y.c. (01-01-2016. ) The effect of the consonant-induced pitch on Seoul Korean intonation.Linguistic Research, , 33 (2 ) ,299-317 More Information
Lee Y.C.; Nambu S.; Cho S. (05-01-2018. ) Focus prosody of telephone numbers in Tokyo Japanese.Journal of the Acoustical Society of America, , 143 (5 ) ,EL340-EL346 More Information
Cho S. (12-01-2018. ) The production and perception of High-toned [il] by young speakers of Seoul Korean.Linguistic Research, , 35 (3 ) ,533-565 More Information
Lee Y.c.; Nambu S.; Cho S. (08-01-2019. ) Dataset of focus prosody in Japanese phone numbers.Data in Brief, , 25 , More Information
Cho S.; Liberman M.; Ryant N.; Cola M.; Schultz R.T.; Parish-Morris J. (01-01-2019. ) Automatic detection of autism spectrum disorder in children using acoustic and text features from br.Proceedings of the Annual Conference of the International Speech Communication Association Interspeech, , 2019-September ,2513-2517 More Information
Cho S.; Liberman M.; Lee Y.C. (01-01-2019. ) Automatic detection of prosodic focus in American English.Proceedings of the Annual Conference of the International Speech Communication Association Interspeech, , 2019-September ,3470-3474 More Information
Lee Y.C.; Kim D.; Cho S. (01-01-2019. ) The effect of prosodic focus varies by phrasal tones: The case of South Kyungsang Korean.Linguistics Vanguard, , 5 (1 ) ,255-309 More Information
Nevler N.; Ash S.; McMillan C.; Elman L.; McCluskey L.; Irwin D.J.; Cho S.; Liberman M.; Grossman M. (09-22-2020. ) Automated analysis of natural speech in amyotrophic lateral sclerosis spectrum disorders.Neurology, , 95 (12 ) ,E1629-E1639 More Information
Lee Y.C.; Cho S. (12-01-2020. ) Focus prosody varies by phrase-initial tones in seoul korean: Production, perception, and automatic .Languages, , 5 (4 ) ,1-19 More Information
Cho S.; Nevler N.; Ash S.; Shellikeri S.; Irwin D.J.; Massimo L.; Rascovsky K.; Olm C.; Grossman M.; Liberman M. (04-01-2021. ) Automated analysis of lexical features in frontotemporal degeneration.Cortex, , 137 ,215-231 More Information
Cho S.; Nevler N.; Shellikeri S.; Parjane N.; Irwin D.J.; Ryant N.; Ash S.; Cieri C.; Liberman M.; Grossman M. (02-01-2021. ) Lexical and acoustic characteristics of young and older healthy adults.Journal of Speech Language and Hearing Research, , 64 (2 ) ,302-314 More Information
Tang S.X.; Kriz R.; Cho S.; Park S.J.; Harowitz J.; Gur R.E.; Bhati M.T.; Wolf D.H.; Sedoc J.; Liberman M.Y. (12-01-2021. ) Natural language processing methods are sensitive to sub-clinical linguistic differences in schizoph.Npj Schizophrenia, , 7 (1 ) , More Information
Parjane N.; Cho S.; Ash S.; Cousins K.A.Q.; Shellikeri S.; Liberman M.; Shaw L.M.; Irwin D.J.; Grossman M.; Nevler N. (01-01-2021. ) Digital Speech Analysis in Progressive Supranuclear Palsy and Corticobasal Syndromes.Journal of Alzheimer S Disease, , 82 (1 ) ,33-45 More Information
Krell R.; Tang W.; Hänsel K.; Sobolev M.; Cho S.; Berretta S.; Tang S.X. (01-01-2022. ) Lexical and Acoustic Correlates of Clinical Speech Disturbance in Schizophrenia.Studies in Computational Intelligence, , 1013 ,27-35 More Information
Nikzad A.H.; Cong Y.; Berretta S.; Hänsel K.; Cho S.; Pradhan S.; Behbehani L.; DeSouza D.D.; Liberman M.Y.; Tang S.X. (12-01-2022. ) Who does what to whom? graph representations of action-predication in speech relate to psychopatholo.Schizophrenia, , 8 (1 ) , More Information
Tang S.X.; Cong Y.; Nikzad A.H.; Mehta A.; Cho S.; Hänsel K.; Berretta S.; Dhar A.A.; Kane J.M.; Malhotra A.K. (09-01-2023. ) Clinical and computational speech measures are associated with social cognition in schizophrenia spe.Schizophrenia Research, , 259 ,28-37 More Information
Shellikeri S.; Cho S.; Cousins K.A.Q.; Liberman M.; Howard E.; Balganorth Y.; Weintraub D.; Spindler M.; Deik A.; Lee E.B.; Trojanowski J.Q.; Irwin D.; Wolk D.; Grossman M.; Nevler N. (09-01-2022. ) Natural speech markers of Alzheimer's disease co-pathology in Lewy body dementias.Parkinsonism and Related Disorders, , 102 ,94-100 More Information
Cho S.; Cousins K.A.Q.; Shellikeri S.; Ash S.; Irwin D.J.; Liberman M.Y.; Grossman M.; Nevler N. (07-26-2022. ) Lexical and Acoustic Speech Features Relating to Alzheimer Disease Pathology.Neurology, , 99 (4 ) ,E313-E322 More Information
Cho S.; Fusaroli R.; Pelella M.R.; Tena K.; Knox A.; Hauptmann A.; Covello M.; Russell A.; Miller J.; Hulick A.; Uzokwe J.; Walker K.; Fiumara J.; Pandey J.; Chatham C.; Cieri C.; Schultz R.T.; Liberman M.; Parish-Morris J. (01-01-2022. ) Identifying stable speech-language markers of autism in children: Preliminary evidence from a longit .Clpsych 2022 8th Workshop on Computational Linguistics and Clinical Psychology Proceedings, , 40-46
Cieri C.; Liberman M.; Cho S.; Strassel S.; Fiumara J.; Wright J. (01-01-2022. ) Reflections on 30 Years of Language Resource Development and Sharing .2022 Language Resources and Evaluation Conference Lrec 2022, , 543-550
Tang S.X.; Hänsel K.; Cong Y.; Nikzad A.H.; Mehta A.; Cho S.; Berretta S.; Behbehani L.; Pradhan S.; John M.; Liberman M.Y. (03-01-2023. ) Latent Factors of Language Disturbance and Relationships to Quantitative Speech Features.Schizophrenia Bulletin, , 49 ,S93-S103 More Information
Cho S.; Cola M.; Knox A.; Pelella M.R.; Russell A.; Hauptmann A.; Covello M.; Cieri C.; Liberman M.; Schultz R.T.; Parish-Morris J. (12-01-2023. ) Sex differences in the temporal dynamics of autistic children’s natural conversations.Molecular Autism, , 14 (1 ) , More Information
Cho S.; Agmon G.; Shellikeri S.; Cousins K.A.Q.; Ash S.; Irwin D.J.; Spindler M.; Deik A.F.; Elman L.B.; Quinn C.; Liberman M.; Grossman M.; Nevler N. (01-01-2022. ) Prosodic characteristics of prepausal words produced by patients with neurodegenerative disease.Proceedings of the International Conference on Speech Prosody, , 2022-May ,120-124 More Information
Yang Y.; Cho S.; Covello M.; Knox A.; Bastani O.; Weimer J.; Dobriban E.; Schultz R.; Lee I.; Parish-Morris J. (01-01-2023. ) Automatically Predicting Perceived Conversation Quality in a Pediatric Sample Enriched for Autism.Proceedings of the Annual Conference of the International Speech Communication Association Interspeech, , 2023-August ,4603-4607 More Information
Shellikeri S.; Cho S.; Ash S.; Gonzalez-Recober C.; Mcmillan C.T.; Elman L.; Quinn C.; Amado D.A.; Baer M.; Irwin D.J.; Massimo L.; Olm C.A.; Liberman M.Y.; Grossman M.; Nevler N. (01-01-2024. ) Digital markers of motor speech impairments in spontaneous speech of patients with ALS-FTD spectrum .Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration, , 25 (3-4 ) ,317-325 More Information
Nevler N.; Cho S.; Cousins K.A.Q.; Ash S.; Olm C.A.; Shellikeri S.; Agmon G.; Gonzalez-Recober C.; Xie S.X.; Barker M.S.; Manoochehri M.; McMillan C.T.; Irwin D.J.; Massimo L.; Dratch L.; Cheran G.; Huey E.D.; Cosentino S.A.; Van Deerlin V.M.; Liberman M.Y.; Grossman M. (01-23-2024. ) Changes in Digital Speech Measures in Asymptomatic Carriers of Pathogenic Variants Associated with F.Neurology, , 102 (2 ) , More Information
Agmon G.; Pradhan S.; Ash S.; Nevler N.; Liberman M.; Grossman M.; Cho S. (02-01-2024. ) Automated Measures of Syntactic Complexity in Natural Speech Production: Older and Younger Adults as.Journal of Speech Language and Hearing Research, , 67 (2 ) ,545-561 More Information
Cho S.; Olm C.A.; Ash S.; Shellikeri S.; Agmon G.; Cousins K.A.Q.; Irwin D.J.; Grossman M.; Liberman M.; Nevler N. (05-01-2024. ) Automatic classification of AD pathology in FTD phenotypes using natural speech.Alzheimer S and Dementia, , 20 (5 ) ,3416-3428 More Information
Choi A.S.G.; Kim J.S.; Kim S.H.; Back M.S.; Cho S. (01-01-2024. ) Crosslinguistic Acoustic Feature-based Dementia Classification using Advanced Learning Architectures .5th Rapid Workshop Resources and Processing of Linguistic Para Linguistic and Extra Linguistic Data from People with Various Forms of Cognitive Psychiatric Developmental Impairments Rapid 2024 at Lrec Coling 2024 Workshop Proceedings, , 95-100
Kim J.S.; Choi A.S.G.; Cho S. (01-01-2024. ) KoFREN: Comprehensive Korean Word Frequency Norms Derived from Large Scale Free Speech Corpora .2024 Joint International Conference on Computational Linguistics Language Resources and Evaluation Lrec Coling 2024 Main Conference Proceedings, , 9926-9931
Soleimani L.; Ouyang Y.; Cho S.; Kia A.; Beeri M.S.; Lin H.M.; Ravona-Springer R.; Ramsingh N.; Liberman M.Y.; Grossman M.; Nevler N. (07-01-2024. ) Speech markers of depression dimensions across cognitive status.Alzheimer S and Dementia Diagnosis Assessment and Disease Monitoring, , 16 (3 ) , More Information
Yu X.; Cho S.; Lee Y.c. (10-01-2024. ) Yanbian Korean speakers tend to merge /e/ and /?/ when exposed to Seoul Korean.Speech Communication, , 164 , More Information
Agmon G.; Cho S.; Ash S.; Cousins K.A.Q.; Blennow K.; Zetterberg H.; Shaw L.M.; Pradhan S.; Kim Y.D.; Liberman M.Y.; Irwin D.J.; Nevler N. (01-01-2026. ) Automatic quantification of syntactic complexity in natural spontaneous speech of people with primar.Aphasiology, , 40 (3 ) ,561-582 More Information
Choi, Anna Seo Gyeong; Cho, Sunghye; Nowenstein, Iris (2026. ) PEEC: The Protected Entities Ethics Checklist for Collecting Speech Data From Vulnerable Clinical Populations.Journal of speech, language, and hearing research : JSLHR, , 69 (7 ) ,2997-3017 More Information
Cho, Sunghye; Cong, Yan; Mehta, Aarush; Nikzad, Amir H; Berretta, Sarah A; Behbehani, Leily M; Liberman, Mark; Tang, Sunny X (2026. ) Unique signatures in verbal fluency task performance in schizophrenia and depression.Schizophrenia research. Cognition, , 43 ,100407 More Information
Gonzalez-Recober, Carmen; Nevler, Naomi; Shellikeri, Sanjana; Cousins, Katheryn A Q; Rhodes, Emma; Liberman, Mark; Grossman, Murray; Irwin, David; Cho, Sunghye (2023. ) Comparison of category and letter fluency tasks through automated analysis.Frontiers in psychology, , 14 ,1212793 More Information
Nikzad, Amir H; Cong, Yan; Berretta, Sarah; Hänsel, Katrin; Cho, Sunghye; Pradhan, Sameer; Behbehani, Leily; DeSouza, Danielle D; Liberman, Mark Y; Tang, Sunny X (2022. ) Who does what to whom? graph representations of action-predication in speech relate to psychopathological dimensions of psychosis.Schizophrenia (Heidelberg, Germany), , 8 (1 ) ,58 More Information
Cho, Sunghye; Agmon, Galit; Shellikeri, Sanjana; Cousins, Katheryn A Q; Ash, Sharon; Irwin, David J; Spindler, Meredith; Deik, Andres F; Elman, Lauren B; Quinn, Colin; Liberman, Mark; Grossman, Murray; Nevler, Naomi (2022. ) Prosodic characteristics of prepausal words produced by patients with neurodegenerative disease.Speech prosody (Urbana, Ill.), , 2022 ,120-124 More Information
Cho, Sunghye; Nevler, Naomi; Parjane, Natalia; Cieri, Christopher; Liberman, Mark; Grossman, Murray; Cousins, Katheryn A Q (2021. ) Automated Analysis of Digitized Letter Fluency Data.Frontiers in psychology, , 12 ,654214 More Information
Tang, Sunny X; Kriz, Reno; Cho, Sunghye; Park, Suh Jung; Harowitz, Jenna; Gur, Raquel E; Bhati, Mahendra T; Wolf, Daniel H; Sedoc, João; Liberman, Mark Y (2021. ) Natural language processing methods are sensitive to sub-clinical linguistic differences in schizophrenia spectrum disorders.NPJ schizophrenia, , 7 (1 ) ,25 More Information
Lee, Yong-Cheol; Nambu, Satoshi; Cho, Sunghye (2019. ) Dataset of focus prosody in Japanese phone numbers.Data in brief, , 25 ,104139 More Information
Presentations
Poster Presentations
Junhyuk Louis Kwak, Mark Liberman, Laili Soleimani, Nadia Ramsingh, Carolyn Zhu, Mary Sano, Sunghye Cho (2026. ) Creating and validating a normative dataset of speech duration measures to support cognitive decline detection .Alzheimer’s Association International Conference, London, United Kingdom. .
Sunghye Cho, Eunjung Yeo, Sung-Woo Kim, Junhyuk Louis Kwak, Yejin Kim, Seohee Kim, Mark Liberman, Min Seok Baek (2026. ) Speech and language features in MCI due to AD or other types of MCI in a Korean population .Alzheimer’s Association International Conference, London, United Kingdom. .
Sung-Woo Kim, Junhyuk Louis Kwak, Yejin Kim, Seohee Kim, Mark Liberman, Min Seok Baek, Sunghye Cho (2026. ) Lexical and acoustic features in the AD spectrum: a Korean case study .Alzheimer’s Association International Conference, London, United Kingdom. .
Carolyn Zhu, Nadia Ramsingh, Sunghye Cho, Arash Kia, Naomi Nevler, Faye Sheppard, Judith Neugroschl, Jimmy Akrivos, Maria Loizos, Margaret Sewell, Ramit Ravona-Springer, Michal Beeri, Mark Liberman, Mary Sano, Laili Soleimani (2026. ) Speech changes in depression and differential effects across depression dimensions in ADRC participants: An update .Alzheimer’s Association International Conference, London, United Kingdom. .
Sunghye Cho, Lisa Yankowitz, Riccardo Fusaroli, Meg Lyons, Hannah Franke, Alexandria Mulqueen, Nasya Howard, Lizzy Fulop, Amanda Lee, Sarah Schillinger, James Fiumara, Birkan Tunc, Mark Liberman, Robert T. Schultz, Julia Parish-Morris (2026. ) Automatic detection of autism using large vision-language models: A preliminary analysis .International Society for Autism Research Annual Meeting (INSAR 2026), Prague, Czech Republic. .
Aniela Bordofsky, Lizzy Fulop, Alexandria Mulqueen, Calliana Faulk, Zachery Williams, Sunghye Cho, Julia Parish-Morris, Ty Vernon (2026. ) Trajectories of Conversation Skill Improvements Across a Social Skills Intervention for Autistic Adolescents .International Society for Autism Research Annual Meeting, Prague, Czech Republic. .
Trini Feng, Sunghye Cho, Adelia Wallace, Julia Parish-Morris, Ashlee Yates Flanagan (2026. ) #Autizzy: Hashtag Mining of Black Autistic Girls’ and Women’s Experiences Using Natural Language Processing and Qualitative Approaches .International Society for Autism Research Annual Meeting, Prague, Czech Republic. .
Meg Lyons, Alexandri Mulqueen, Nasya Howard, Hannah Franke, Lizzy Fulop, Sarah Schillinger, Amanda Lee, Meredith Cola, Adam Porsch, Megan Trulock, Trisha Jones, Jeremy Roschelle, Joshua Ddamulira, Lyle Unger, Mark Liberman, Sunghye Cho, Julia Parish-Morris, Ashlee Yates Flanagan (2026. ) At-home AI reading tutors for neurodivergent school children: A qualitative analysis of caregiver perspectives .International Society for Autism Research Annual Meeting, Prague, Czech Republic. .
Nsay Howard, Ayana King-Pointer, Ashlee Yates Flanagan, Lizzy Fulop, Nicole Marie, Meg Lyons, Alexandria Mulqueen, Hannah Franke, Caitlyn Kim, Calliana Faulk, Sunghye Cho, Juhi Pandey, John Herrington, Mark Liberman, Robert T. Schultz, Julia Parish-Morris (2026. ) Exploring backchanneling in Black and White autistic and non-autistic children through a “call-and-response” framework .International Society for Autism Research Annual Meeting, Prague, Czech Republic. .
Lai, Wei, Mark Liberman, Azia Knox, Meredith Cola, Riccardo Fusaroli, Julia Parish-Morris, Sunghye Cho (2026. ) Prosody during tongue twisters in children with autism: Sex differences and correlations with symptom severity .Speech Prosody 2026,
Sunghye Cho, Meg Lyons, Lizzy Fulop, Nasya Howard, Hannah Franke, Alexandria Mulqueen, Amanda Lee, Sara Schillinger, Calliana Faulk, Juhi Pandey, Mark Liberman, Robert T. Schultz, Julia Parish-Morris (2026. ) Does ADHD impact conversational turn-taking in adolescents with and without autism? .American Professional Society of ADHD and Related Disorders (APASRD) annual conference, San Diego, CA. .
Lizzy Fulop, Alexandria Mulqueen, Calliana Faulk, Aniela Bordofsky, Zachary Williams, Sunghye Cho, Ty Vernon, Julia Parish-Morris (2026. ) Characterizing Talkativeness and Laughter During Naturalistic Conversations in Autistic Adolescents in Same-Sex and Opposite-Sex Contexts .Meeting on Language in Autism, Atlanta, GA. .
Alexandria Mulqueen, Lizzy Fulop, Calliana Faulk, Aniela Bordofsky, Sunghye Cho, Zachary Williams, Ty Vernon, Julia Parish-Morris (2026. ) When words align: Language style matching and same/opposite-sex conversational contexts influence social impressions of autistic adolescents .Meeting on Language and Autism, Atlanta, GA. .
Meredith Cola, Meg Lyons, Azia Knox, Alison Russell, Maxine Covello, Sarah Schillinger, Amanda Lee, Calliana Faulk, Nasya Howard, Hannah Franke, Alexandria Mulqueen, Lizzy Fulop, Sunghye Cho, Mark Liberman, Ashlee Yates Flanagan, Joseph Donaher, Juhi Pandey, Robert T. Schultz, Julia Parish-Morris (2026. ) Language Matters: Clinicians Speak Differently When Assessing Autism in Boys vs. Girls .Meeting on Language in Autism, Atlanta, GA. .
Azia Knox, Meg Lyons, Sarah Schillinger, Amanda Lee, Calliana Faulk, Nasya Howard, Lizzy Fulop, Alexandria Mulqueen, Hannah Franke, Meredith Cola, Robin Andreasen, Rebecca Tollan, Sunghye Cho, Joseph Donaher, Mark Liberman, Juhi Pandey, Robert T. Schultz, Julia Parish-Morris (2026. ) What Camouflaging in Neurodiverse Adolescents can tell us About Speech Disfluencies .Meeting on Language in Autism, Atlanta, GA. .
Meg Lyons, Lizzy Fulop, Nasya Howard, Hannah Franke, Alexandria Mulqueen, Sarah Schillinger, Amanda Lee, A. Meredith Cola, Ashlee Yates Flanagan, Juhi Pandey, Mark Liberman, Sunghye Cho, Robert T. Schultz, Julia Parish-Morris (2026. ) ump right in!: Overlapping speech and social impressions in adolescents with autism, anxiety, or neurotypical development .Meeting on Language in Autism Biannual Conference, Atlanta, GA. .
Eon-Suk Ko, Sunghye Cho (2026. ) Assessing vowel hyperarticulation in Korean infant-directed speech: A token-level approach .190th Meeting of the Acoustical Society of America, Philadelphia, PA. .
Sunghye Cho, Taehwan Kim, Sung-Woo Kim, Myung Jin Ko, Junhyuk Louis Kwak, Mark Liberman, Min Seok Baek (2025. ) Automatic classification of patients in the AD spectrum from those in the DLB spectrum using speech .Alzheimer's Association International Conference, Toronto, Canada. .
Junhyuk Louis Kwak, Mark Liberman, Sunghye Cho (2025. ) Age distribution of speech duration measures in healthy individuals with picture description tasks .Alzheimer's Association International Conference, Toronto, Canada. .
Taehwan Kim, Sunghye Cho, Sung-Woo Kim, Myung Jin Ko, Mark Liberman, Min Seok Baek (2025. ) Decoding dementia from speech: Acoustic-lexical integration for detecting Alzheimer's disease in older Korean adults .Alzheimer's Association International Conference, Toronto, Canada. .
Laili Soleimani, Nadia Ramsingh, Sunghye Cho, Aarash Kia, Naomi Nevler, Truda Silberstein, Faye Sheppard, Judith Neugroschl, Dimitri Akrivos, Maria Loizos, Margaret Sewell, Carmen Gonzalez-Recober, Yoon Kim, Daria Birju, Michal Schnaider Beeri, Cheryl Corcoran, Mark Liberman, Mary Sano, Carolyn Zhu (2025. ) Relation between depression dimensions and speech acoustic & emotion-based features in older adults .Alzheimer's Association International Conference, Toronto, Canada. .
Sunghye Cho, Ugurcan Vurgun, Riccardo Fusaroli, Maggie Rose Pelella, Azia Knox, Aili Hauptmann, Maxine Covello, Monica Madya, Meg Lyons, Amanda Lee, Lizzy Fulop, Alison Russell, Grace Hicks, James Fiumara, Juhi Pandey, Birkan Tunc, Vangelis Sariyanidi, Mark Liberman, Robert T. Schultz, Julia Parish-Morris (2025. ) “Taking the temperature” of natural conversations in autism plus ADHD: a trans diagnostic sentiment analysis .International Society for Autism Research Annual Meeting (INSAR 2025), Seattle, Washington. .
Faulk, Calli, Aniela Bordofsky, Lizzy Fulop, Zackary Williams, Sunghye Cho, Ty Vernon, Julia Parish-Morris (2025. ) Using Linguistic Analysis to Measure Clinical Intervention Outcomes Among Autistic Youth .International Society for Autism Research Annual Meeting (INSAR 2025), Seattle, Washington. .
U?urcan Vurgun, Sunghye Cho, Riccardo Fusaroli, Maggie Rose Pelella, Azia Knox, Aili Hauptmann, Maxine Covello, Monica Madya, Meg Lyons, Amanda Lee, Lizzy Fulop, Alison Russell, Grace Hicks, James Fiumara, Juhi Pandey, Birkan Tunç, Vangelis Sariyanidi, Mark Liberman, Robert T. Schultz, Julia Parish-Morris (2025. ) Gender-specific clustering in autism: Implications for female identification and assessment .International Society for Autism Research Annual Meeting (INSAR 2025), Seattle, Washington. .
Aniela Bordofsky, Ty Vernon, Calli Faulk, Lizzy Fulop, Zackary Williams, Sunghye Cho, Julia Parish-Morris (2025. ) Social Improvements in Autistic Teens: Behaviorally Coded and Computational Linguistic Analysis of Conversation Skills .International Society for Autism Research Annual Meeting (INSAR 2025), Seattle, Washington. .
Azia Knox, Meg Lyons, Sarah Schillinger, Amanda Lee, Lizzy Fulop, Sunghye Cho, Mark Liberman, Jennifer Uzokwe, Lisa Yankowitz, Casey Zampella, Laura Soskey-Cubit, Juhi Pandey, Robert T. Schultz, Julia Parish-Morris (2025. ) Language Style Matching and Conversational Success in Autistic and Non-Autistic Adolescents .International Society for Autism Research Annual Meeting (INSAR 2025), Seattle, Washington. .
Amir Nikzad, Yan Cong, Sunghye Cho, Ryan Partlan, Jiefei Li, Sunny Tang (2025. ) Evaluating language models and preprocessing strategies for detecting psychosis-related language disturbances .2025 Annual Congress of the Schizophrenia International Research Society, Chicago, Illinois. .
Iris Nowenstein, Min Seok Baek, Bryndís Bergpórsdóttir, Daria Birju, Elena Callegari, Hinrik Hafsteinsson, Anton Ingason, María Jónsdóttir, Ashley Keaton, Sung-woo Kim, Seohee Kim, Louis Kwak, Maria Loizos, Judith Neugroschl, Nadia Ramsingh, Caitlin Richter, Mary Sano, Truda Silberstein, Jón Snædal, Laili Soleimani, Gunnar Thor Örnólfsson, Carolyn Zhu, Sunghye Cho (2025. ) Speech and language markers of neurodegeneration: Generalizability across languages .Society for Neurobiology of Language 2025, Washington D.C., USA. .
Chanwoo Park, Anna Seo Gyeong Choi, Sunghye Cho, Chanwoo Kim (2025. ) Reasoning-based approach with Chain-of-thought for Alzheimer's detection using speech and large language models .INTERSPEECH 2025,
Jin-seo Kim, Naomi Nevler, David Irwin, Mark Liberman, Sunghye Cho (2024. ) Automated analysis of story recall tasks produced by AD and MCI patients .Alzheimer's Association International Conference, Philadelphia, PA. .
Galit Agmon, Sunghye Cho, Sharon Ash, Katheryn Cousins, Sameer Pradhan, Yoonduk Kim, Mark Liberman, David Irwin, Naomi Nevler (2024. ) An automated method for quantifying syntactic complexity of spontaneous speech in Primary Progressive Aphasia .Alzheimer's Association International Conference, Philadelphia, PA. .
Naomi Nevler, Sunghye Cho, Katheryn Cousins, Sharon Ash, Christopher Olm, Sanjana Shellikeri, Galit Agmon, Carmen Gonzalez-Recober, Sharon Xie, Megan Barker, Masood Manoochehri, Corey McMillan, David Irwin, Lauren Massimo, Laynie Dratch, Gayathri Cheran, Edward Huey, Stephanie Cosentino, Vivianna Van Deerlin, Mark Liberman, Murray Grossman (2024. ) Changes in digital speech measures in asymptomatic carriers of pathogenic variants associated with frontotemporal degeneration .Alzheimer's Association International Conference, Philadelphia, PA. .
Sanjana Shellikeri, Sunghye Cho, Sharon Ash, Carmen Gonzalez-Recober, Katheryn Cousins, Corey McMillan, Lauren Elman, Colin Quinn, Defne Amando, Michael Baer, David Irwin, Lauren Massimo, Mark Liberman, Naomi Nevler (2024. ) Digital speech markers of cognitive impairment in ALS-FTD spectrum disorders .Alzheimer's Association International Conference, Philadelphia, PA. .
Laili Solemani, Nadia Ramsingh, Sunghye Cho, Carmen Gonzalez-Recober, Yoonduk Kim, Arash Kia, Judith Neugroschl, Carolyn Zhu, Jimmy Akrivos, Truda Silberstein, Faye Sheppard, Mark Liberman, Michal Beeri, Mary Sano, Naomi Nevler (2024. ) Speech correlates of neuropsychiatric symptoms in older adults .Alzheimer's Association International Conference, Philadelphia, PA. .
Meredith Cola, Azia Knox, Alison Russell, Meg Lyons, Maxine Covello, Sarah Schillinger, Amanda Lee, Jennifer Uzokwe, Lizzy Fulop, Sunghye Cho, Mark Liberman, Lisa Yankowitz, Casey Zampella, Laura Cubit, Juhi Pandey, Robert T. Schultz, Julia Parish-Morris (2024. ) Identifying the Right Reference Group: Non-Autistic Girls Produce the Most Social Language During a Picture Description Task .International Society for Autism Research Annual Meeting, Melbourne, Australia. .
Sarah Schillinger, Meg Lyons, Amanda Lee, Maxine Covello, Lizzy Fulop, Azia Knox, Alison Russell, Aili Hauptmann, Meredith Cola, Sunghye Cho, Mark Liberman, Juhi Pandey, Robert T. Schultz, Julia Parish-Morris (2024. ) Consistent sex differences in motivation to discuss friends, relationships, and marriage across autistic and non-autistic groups .International Society for Autism Research, Melbourne, Australia. .
Putnam, Orla, Maria Novak, Mackenzie Leavitt, Tyler McFayden, Sunghye Cho, Martin Ip, Amanda Lee, Maia Karpinsky, John Strang, Julia Parish-Morris, Clair Harrop (2024. ) Imitation of Prosody in a Sentence Recall Task: Evidence from Autistic and Non-autistic Children .annual Meeting on Language in Autism (MoLA) conference, Durham, NC. .
Sunghye Cho, Ugurcan Vurgun, Riccardo Fusaroli, Martin Ip, Maggie Rose Pelella, Azia Knox, Aili Hauptmann, Maxine Covello, Monica Madya, Meg Lyons, Amanda Lee, Sarah Schillinger, Lizzy Fulop, Alison Russell, Grace Hicks, James Fiumara, Juhi Pandey, Birkan Tunc, Vangelis Sariyanidi, Mark Liberman, Robert T. Schultz, Julia Parish-Morris (2024. ) Autistic teens’ word choice differs from neurotypical peers and teens with attention-deficit/hyperactivity disorder (ADHD) in a natural conversation task .Meeting on Language and Autism, Durham, NC. .
Azia Knox, Maxine Covello, Meredith Cola, Sunghye Cho, Meg Lyons, Sarah Schillinger, Amanda Lee, Martin Ip, Maggie Rose Pelella, Aili Hauptmann, Lizzy Fulop, Alison Russell, Juhi Pandey, Birkan Tunc, Evangelos Sariyanidi, Joseph Donaher, Mark Liberman, Robert T. Schultz, Julia Parish-Morris (2024. ) Validating a brief, spontaneous “get-to-know-you” conversational assessment for autistic individuals .Meeting on Language in Autism, Durham, NC. .
Martin Ip, Orla Putnam, Sunghye Cho, Ugurcan Vurgun, Meg Lyons, Azia Knox, Aili Hauptmann, Maxine Covello, Lizzy Fulop, Alison Russell, Amanda Lee, Kevin Walker, Judith Miller, James Fiumara, Riccardo Fusaroli, Christopher Chatham, Christopher Cieri, Amanda Lee, Mark Liberman, Rober T. Schultz, Julia Parish-Morris (2024. ) Does speech prosody differ in a socially unengaging task? Preliminary findings from autistic and non-autistic children’s verbal counting .Meeting on Language in Autism (MoLA), Durham, NC. .
Meg Lyons, Azia Knox, Aili Hauptmann, Maxine Covello, Alison Russell, Sarah Schillinger, Amanda Lee, Kim Tena, Alison Hulick, Sunghye Cho, Mark Liberman, Riccardo Fusaroli, Christopher Cieri, James Fiumara, Kevin Walker, Jen Uzokwe, Lizzy Fulop, Martin Ip, Christopher Chatham, Judith Miller, Juhi Pandey, Robert Schultz, Julia Parish-Morris (2024. ) Effects of age and IQ on picture descriptions in autistic and non-autistic children .Meeting on Language in Autism (MoLA), Durham, NC. .
Maxine Covello, Lizzy Fulop, Amanda Lee, Meg Lyons, Sarah Schillinger, Azia Knox, Alison Russell, Aili Hauptmann, Meredith Cola, Sunghye Cho, Mark Liberman, Juhi Pandey, Robert T. Schultz, Julia Parish-Morris (2024. ) Dissociations Between Parent, Clinician, and Natural Language Measures of Social Phenotype in Autistic and Typically Developing Children .Meeting on Language and Autism, Durham, NC. .
Sarah Schillinger, Amanda Lee, Meg Lyons, Maxine Covello, Lizzy Fulop, Azia Knox, Alison Russell, Aili Hauptmann, Meredith Cola, Sunghye Cho, Mark Liberman, Juhi Pandey, Robert T. Schultz, Julia Parish-Morris (2024. ) Emotions and social difficulties: Exploring the unique experiences of autistic girls .Meeting on Language and Autism, Durham, NC. .
Amanda Lee, Meg Lyons, Sarah Schillinger, Maxine Covello, Azia Knox, Alison Russell, Aili Hauptmann, Kim Tena, Alison Hulick, Sunghye Cho, Mark Liberman, Riccardo Fusaroli, Christopher Cieri, James Fiumara, Kevin Walker, Jen Uzokwe, Lizzy Fulop, Martin Ip, Christopher Chatham, Judith S. Miller, Juhi Pandey, Robert Schultz, Julia Parish-Morris (2024. ) Diversity-enhancing recruitment strategies employed in a remote, longitudinal study on vocal biomarkers during the COVID-19 pandemic .Meeting on Language and Autism, Durham, NC. .
Ugurcan Vurgun, Sunghye Cho, Riccardo Fusaroli, Martin Ip, Maggie Rose Pelella, Azia Knox, Aili Hauptmann, Maxine Covello, Monica Madya, Meg Lyons, Amanda Lee, Sarah Schillinger, Lizzy Fulop, Hannah Adeniyi, Alison Russell, James Fiumara, Grace Hicks, Olivia Anello, Kevin Walker, Birkan Tunç, Evangelos Sariyanidi, Mark Liberman, Robert T. Schultz, Julia Parish-Morris (2024. ) Automatic classification of autism using automatic speech recognition and large language models (LLMs) .Meeting on Language and Autism, Durham, NC. .
Grace Hicks, Maxine Covello, Judith Miller, Maggie Rose Pelella, Meg Lyons, Sunghye Cho, Martin Ip, Sarah Schillinger, Amanda Lee, Azia Knox, Aili Hauptmann, Kevin Walker, James Fiumara, Christorpher Cieri, Riccardo Fusaroli, Christopher Chatham, Mark Liberman, Robert T. Schultz, Julia Parish-Morris (2024. ) Personal pronoun use by autistic children in social attribution tasks .Meeting on Language and Autism, Durham, NC. .
Eon-Suk Ko, Sunghye Cho (2024. ) Decoding vowel hyperarticulation in Korean infant-directed speech .The 19th Conference on Laboratory Phonology: LabPhon 19, Seoul, South Korea. .
Sunghye Cho, Sanjana Shellikeri, Katheryn A. Q. Cousins, Sharon Ash, Galit Agmon, Carmen Gonzalez-Recober, David J. Irwin, Mark Liberman, Murray Grossman, Naomi Nevler (2023. ) Automatic classification of underlying AD vs. FTLD pathology in people with clinical Frontotemporal Dementia using digital speech markers .2023 Alzheimer’s Association International Conference, Amsterdam, Netherlands. .
Jin-Seo Kim, Seohee Kim, David J. Irwin, Naomi Nevler, Min Seok Baek, Sunghye Cho (2023. ) Automated analysis of letter fluency data produced by Korean and American patients with AD and MCI .2023 Alzheimer’s Association International Conference, Amsterdam, Netherlands. .
Martin Ho Kwan Ip, Naomi Nevler, Mark Liberman, Murray Grossman, Sunghye Cho (2023. ) Automated lexical analysis of story recall in healthy controls .2023 Alzheimer’s Association International Conference, Amsterdam, Netherlands. .
Laili Soleimani, Sunghye Cho, Michal S. Beeri, Arash Kia, Naomi Nevler (2023. ) Speech markers of depression dimensions across the spectrum of cognitive functions .2023 Alzheimer’s Association International Conference, Amsterdam, Netherlands. .
Martin Ip, Sunghye Cho, Riccardo Fusaroli, R., Maggie Rose Pelella, Azia Knox, A., Aili Hauptmann, Maxine Covello, Monica Madya, Hannah Adeniyi, Grace Hicks, Live Anello, Kevin Walker, James Fiumara, Christopher Cieri, Mark Liberman, Christopher Chatham, Robert T. Schultz, Julia Parish-Morris (2023. ) Stability and Change in Lexical Features: A Longitudinal Telephone-Based Study of Autistic Children .International Society for Autism Research Annual Meeting, Stockholm, Sweden. .
Meredith Cola, Sunghye Cho, Azia Knox, Alison Russell, Maxine Covello, Maggie Rose Pelella, Aili Hauptmann, Casey Zampella, Laura Cubit, Juhi Pandey, Robert T. Schultz, Julia Parish-Morris (2023. ) Profiles of Acoustic Diversity During Autistic Children’s Natural Conversations .International Society for Autism Research Annual Meeting, Stockholm, Sweden. .
Azia Knox, Kim Tena, Maggie Rose Pelella, Aili Hauptmann, Maxine Covello, Alison Russell, Monica Madya, Hannah Adeniyi, Grace Hicks, Liv Anello, Jennifer Uzokwe, Michaela Leuzzi, Sunghye Cho, Riccardo Fusaroli, Martin Ip, Kevin Walker, James Fiumara, Christopher Cieri, Mark Liberman, Ani Nenkova, Alison Hulick, Christopher Chatham, Judith Miller, Juhi Pandey, Robert T. Schultz, Julia Parish-Morris (2023. ) Do Shapes Have Feelings? A Remote Administration of the Social Attribution Task in Autistic Children .International Society for Autism Research Annual Meeting, Stockholm, Sweden. .
Maxine Covello, Yahan Yang, Sunghye Cho, Azia Knox, Alison Russell, Aili Hauptmann, Maggie Rose Pelella, James Weimer, Insup Lee, Souradeep Dutta, Robert T. Schultz, Julia Parish-Morris (2023. ) Sex-differentiated Linguistic Predictors of Conversation Quality in Autistic Children .International Society for Autism Research, Stockholm, Sweden. .
Maggie Rose Pelella, Azia Knox, Kim Tena, Aili Hauptmann, Maxine Covello, Alison Russell, Monica Madya, Hannah Adeniyi, Grace Hicks, Jennifer Uzokwe, Sunghye Cho, Riccardo Fusaroli, Martin Ip, Kevin Walker, James Fiumara, Christopher Cieri, Mark Liberman, Ani Nenkova, Alison Hulick, Claire Moulder, Christopher Chatham, Kelsey Csumitta, Ashley Zitter, Judith Miller, Juhi Pandey, Robert T. Schultz, Julia Parish-Morris (2023. ) Feasibility of Longitudinal Telephone-Based Voce Sampling in Autistic Children and Teens .International Society for Autism Research Annual Meeting, Stockholm, Sweden. .
Sunghye Cho, Meredith Cola, Azia Knox, Maggie Rose Pellela, Alison Russell, Aili Hauptmann, Maxine Covello, Christopher Cieri, Mark Liberman, Robert Schultz, Julia Parish-Morris (2023. ) Autistic girls and boys employ different strategies during natural conversations .International Society for Autism Research Annual Meeting, Stockholm, Sweden. .
Sunghye Cho, Meredith Cola, Azia Knox, Maggie Rose Pelella, Alison Russell, Aili Hauptmann, Maxine Covello, Christopher Cieri, Mark Liberman, Robert T. Schultz, Julia Parish-Morris (2023. ) Sex differences in autistic children's conversational turn-taking .Meeting on Language in Autism (MoLA) 2023, Durham, NC. .
Sunghye Cho, Naomi Nevler, Katheryn A.Q. Cousins, Sharon Ahs, Sanjana Shellikeri, Galit Agmon, Carmen Gonzalez-Recober, Mark Liberman, Murray Grossman (2022. ) Longitudinal analysis of speech and language measures of patients with mild cognitive impairment and amyloid positivity .Society for Neurobiology of Language (SNL) 2022, Philadelphia, PA. .
Jasmine Sun, Sameer Pradhan, Galit Agmon, Naomi Nevler, Sanjana Shellikeri, Sharon Ash, Mark Liberman, Murray Grossman, Sunghye Cho (2022. ) Elderly speakers describe non-core topics in a picture more frequently than young speakers: a topic annotation analysis in the Cookie Theft picture .Society for Neurobiology of Language (SNL) 2022, Philadelphia, PA. .
Galit Agmon, Sameer Pradhan, Sharon Ash, Naomi Nevler, Mark Liberman, Murray Grossman, Sunghye Cho (2022. ) Automated measures of syntactic complexity for spontaneous speech .Society for Neurobiology of Language (SNL) 2022, Philadelphia, PA. .
Sanjana Shellikeri, Sharon Ash, Mark Liberman, Sunghye Cho, Corey McMillan, Lauren Elman, David Irwin, Murray Grossman, Naomi Nevler (2022. ) Validation of automated vowel acoustic measures as markers of bulbar motor disease in amyotrophic lateral sclerosis-frontotemporal dementia (ALS-FTD) spectrum disorders .Society for Neurobiology of Language (SNL) 2022, Philadelphia, PA. .
Carmen Gonzalez-Recober, Sunghye Cho, Mark Liberman, Murray Grossman, Naomi Nevler (2022. ) Application of advanced language technologies in analysis of category naming fluency task in healthy participants .2022 Alzheimer's Association International Conference,
Sunghye Cho, Sanjana Shellikeri, Sharon Ash, Galit Agmon, Katheryn A. Q. Cousins, Carmen Gonzalez-Recober, Naomi Nevler, Mark Liberman, Murray Grossman (2022. ) Longitudinal changes of automated speech markers in MCI and mild AD .2022 Alzheimer's Association International Conference,
Wei Lai, Sunghye Cho, Mark Liberman, Azia Knox, Alison Russel, Maggie Rose Pelella, Meredith Cola, Kimberly G. Tena, Juhi Pandey, Robert T. Schultz, Julia Parish-Morris (2022. ) Girls with Autism Speed up More in a Tongue Twister Task .International Society for Autism Research Annual Meeting, Austin, TX. .
Kimberly Tena, Azia Knox, Maggie Rose Pelella, Michaela Leuzzi, Alison Russel, Meredith Cola, Riccardo Fusaroli, Sunghye Cho, Mark Liberman, Christopher Cieri, Alison Hulick, James Fiumara, Kevin Walker, Ani Nenkova, Jennifer Uzokwe, Christopher Chatham, Judith Miller, Juhi Pandey, Robert T. Schultz, Julia Parish-Morris (2022. ) A Game of Telephone: Longitudinal, telephone-based natural language sampling among neurodiverse school-aged children .International Society for Autism Research Annual Meeting, Austin, TX. .
Sunghye Cho, Riccardo Fusaroli, Kimberly Tena, Azia Knox, Maggie Rose Pelella, Judith Miller, Alison Russel, Alison Hulick, Michaela Leuzzi, Ani Nenkova, Wei Lai, Jennifer Uzokwe, Kevin Walker, James Fiumara, Juhi Pandey, Christopher Chatham, Christopher Cieri, Robert T. Schultz, Mark Liberman, Julia Parish-Morris (2022. ) Children with ASD describe pictures differently than matched non-autistic peers .International Society for Autism Research Annual Meeting, Austin, TX. .
Katrin Hänsel, Amir H. Nikzad, Yan Cong, Aarush Mehta, Sunghye Cho, Sarah Berretta, Leily Behbehani, Sunny X. Tang (2022. ) Predicting general psychopathology with multi-modal speech and language features .Society of Biological Psychiatry Annual Meeting,
Amir H. Nikzad, Yan Cong, Katrin Hänsel, Sunghye Cho, Sarah Berretta, Leily Behbehani, Sunny X. Tang (2022. ) Modeling cross-diagnosis speech disturbance with semantic and structural speech graphs .Society of Biological Psychiatry Annual Meeting,
Sunghye Cho, Galit Agmon, Sanjana Shellikeri, Katheryn A. Q. Cousins, Sharon Ash, David J. Irwin, Meredith Spindler, Andres F. Deik, Lauren B. Elman, Colin Quinn, Mark Liberman, Murray Grossman, Naomi Nevler (2022. ) Prosodic characteristics of prepausal words produced by patients with neurodegenerative disease .Speech Prosody 2022,
Katrin Hänsel, Sunghye Cho, Sarah Berretta, Aarush Mehta, Amir H. Nikzad, Aamina Dhar, Jessica Guo, Yan Cong, Sameer Pradhan, James Fiumara, Mark Liberman, Sunny X. Tang (2021. ) Associative dysregulation and impaired expressivity in schizophrenia: Latent structures of clinical and automated speech analysis features .American College of Neuropsychopharmacology Annual Meeting,
Sanjana Shellikeri, Sunghye Cho, Mark Liberman, Erica Howard, Yvonne Balganorth, Daniel Weinstraub, Edward B. Lee, John Q. Trojanowski, David Irwin, Murray Grossman, Naomi Nevler (2021. ) Automated analysis and validation of digitized speech markers in Lewy body spectrum diseases with Alzheimer's disease co-pathology .2021 Alzheimer's Association International Conference,
Hänsel, Katrin, Sunghye Cho, Aarush Mehta, Rony Kreml, Wenqing Tang, Michael Sobolev, Sarah Berretta, Mark Liberman, Sunny X. Tang (2021. ) Using human language technology to generate biomarkers for disturbances in language .2021 Annual Meeting of Society of Biological Psychiatry,
Cho, Sunghye, Sanjana Shellikeri, Sharon Ash, Mark Liberman, Murray Grossman, Naomi Nevler (2020. ) Automatic analysis of natural speech in patients with Alzheimer's disease .2020 Society of Neurobiology of Language annual meeting,
Sanjana Shellikeri, Sunghye Cho, Erica Howard, David Irwin, Murray Grossman, Naomi Nevler (2020. ) Automatic analysis of natural speech in Lewy body spectrum disorders with Alzheimer's disease co-pathology .2020 Society of Neurobiology of Language annual meeting,
Cho, Sunghye, Naomi Nevler, Sanjana Shellikeri, Natalia Parjane, David J Irwin, Neville Ryant, Sharon Ash, Christopher Cieri, Mark Liberman, Murray Grossman (2020. ) Automated lexical and acoustic analysis of young and older healthy adults .Alzheimer's Association International Conference,
Nevler, Naomi, Sharon Ash, Sunghye Cho, Sanjana Shellikeri, Natalia Parjane, David J Irwin, Mark Liberman, Murray Grossman (2020. ) Automated semantic speech analysis in AD and lvPPA .Alzheimer's Association International Conference,
Shellikeri, Sanjana, Sunghye Cho, Sharon Ash, Natalia Parjane, Lauren Elman, Corey McMillan, Murray Grossman, Naomi Nevler (2020. ) Longitudinal changes of automated speech measures in natural connected speech in ALS .Alzheimer's Association International Conference,
Parjane, Natalia, Sharon Ash, Sunghye Cho, Sanjana Shellikeri, Mark Liberman, Murray Grossman, Naomi Nevler (2020. ) Acoustic measures in natural speech of progressive supranuclear palsy and corticobasal spectrum disorders .Alzheimer's Association International Conference,
Nevler, Naomi, Sharon Ash, Sunghye Cho, Sanjana Shellikeri, David J Irwin, Mark Liberman, Murray Grossman (2020. ) A longitudinal study of automated acoustic speech marker in FTD & PPA .Alzheimer's Association International Conference,
Cho, Sunghye, Mark Liberman, Christopher Cieri, Neville Ryant, Meredith Cola, Victoria Petrulla, Lisa Yankowitz, Juhi Pandey, Robert Schultz, Julia Parrish-Morris (2020. ) Talking more and pausing less: Girls with ASD behave differently during brief natural conversations .International Society for Autism Research,
Parjane, Natalia, Sharon Ash, Sunghye Cho, Mark Liberman, Murray Grossman, Naomi Nevler (2020. ) Acoustic analysis of natural speech in Progressive Supranuclear Palsy and Corticobasal Spectrum Disorders .2020 American Academy of Neurology Annual Meeting,
Cho, Sunghye, Mark Liberman, Yong-cheol Lee (2019. ) Automatic detection of prosodic focus in American English .INTERSPEECH 2019, Graz, Austria. .
Parish-Morris, Julia, Sunghye Cho, Mark Liberman, Neville Ryant, Keith Bartley, Meredith Cola, Samantha Plate, Lisa Yankowitz, Victoria Petrulla, Amanda Riiff, Casey Zampella, John Herrington, Evangelos Sariyanidi, Birkan Tunc, Elizabeth Kim, Ashley de Marchena, Juhi Pandey, Robert T. Schultz (2019. ) ‘Autistic’-Sounding: A Latent Class Linear Mixed Modeling Approach to Parsing Heterogeneity in Children’s Natural Conversations using Acoustic Properties of Speech .International Society for Autism Research, Montreal, Quebec, Canada. .
Cho, Sunghye, Mark Liberman, Neville Ryant, Keith Bartley, Robert T. Schultz, Julia Parish-Morris (2019. ) Machine Learning Classification of Natural Conversational Utterances Using Acoustic Features Drawn from Children with ASD and Typical Controls .International Society for Autism Research, Montreal, Quebec, Canada. .
Lee, Yong-cheol, Dongyoung Kim, Sunghye Cho (2018. ) The interaction between prosodic focus and phrasal tone in South Kyungsang Korean .Hanyang Interational Symposium on Phonetics and Cognitive Sciences of Language,
Cho, Sunghye (2016. ) Accent/tune-meter alignment in Japanese vocal music .Laboratory Phonology 15,
Cho, Sunghye (2015. ) The spread of the High toned /il/ in Seoul Korean: from 'one' to other meanings .89th Annual Meetings of Linguistic Society of America, Portland. .
Cho, Sunghye (2014. ) Tonal patterns and extrametricality of Japanese 2-pattern accent system .Annual meetings on Phonology 2014, Massachusetts Institute of Technology. .
Cho, Sunghye, Yong-cheol Lee (2014. ) Tone and metrical structure in Seoul Korean .10th Workshop on Altaic Formal Linguistics, Massachusetts Institute of Technology. .
Lee, Yong-cheol, Sunghye Cho (2013. ) The interaction of tone and stress in Seoul Korean .37th Penn Linguistics Conference, University of Pennsylvania. .
Cho, Sunghye (2013. ) Another tonogenesis in Korean: the case of /i/ .37th Penn Linguistics Conference, University of Pennsylvania. .
Paper Presentations
Choi, Anna Seo Gyeong, Ryan Partlan, Alex Richardson, Sandy Yin, Nourhan Zalat, Katharina Brosch, Amir Nikzad, Simran Bhola, Khatiya Moon, Sunghye Cho, Sunny X Tang (2026. ) Speech Prosody in Schizophrenia Spectrum Disorders: Perceptual Evaluation and Machine Classification .
Sunghye Cho, Alexandria Mulqueen, Calliana Faulk, Lizzy Fulop, Aniela Bordofsky, Zachary Williams, Ty Vernon, Julia Parish-Morris (2026. ) Best Face Forward: Autistic teens use more positive language during opposite-sex conversations .Atlanta, GA.
Sunghye Cho (2025. ) Speech abnormality patterns throughtout the life span .Chosun University, Korea.
Anna Seo Gyeong Choi, Alexander Richardson, Ryan Partlan, Sunny Tang, Sunghye Cho (2025. ) Comparative evaluation of acoustic feature extraction tools for clinical speech analysis .
Sunghye Cho, Ugurcan Vurgun, Riccardo Fusaroli, Martin Ip, Maggie Rose Pelella, Azia Knox, Aili Hauptmann, Maxine Covello, Monica Madya, Meg Lyons, Amanda Lee, Lizzy Fulop, Alison Russell, Grace Hicks, James Fiumara, Juhi Pandey, Birkan Tunc, Vangelis Sariyanidi, Mark Liberman, Robert T. Schultz, Julia Parish-Morris (2024. ) Automatically-derived lexical features distinguish autistic teens from neurotypical peers and teens with other psychiatric conditions in a natural conversation task .Melbourne, Australia.
Sunghye Cho, Ugurcan Vurgun, Riccardo Fusaroli, Martin Ip, Maggie Rose Pelella, Azia Knox, Aili Hauptmann, Maxine Covello, Monica Madya, Meg Lyons, Amanda Lee, Lizzy Fulop, Sarah Schillinger, Alison Russell, Grace Hicks, Kevin Walker, James Fiumara, Christopher Chatham, Mark Liberman, Robert T. Schultz, Julia Parish-Morris (2024. ) Stable acoustic differences between autistic and neurotypical children: A longitudinal telephony study .Melbourne, Australia.
Meg Lyons, Azia Knox, Aili Hauptmann, Maxine Covello, Alison Russell, Sarah Schillinger, Amanda Lee, Kimberly Tena, Alison Hulick, Sunghye Cho, Mark Liberman, Riccardo Fusaroli, Christopher Cieri, James Fiumara, Kevin Walker, Jennifer Uzokwe, Lizzy Fulop, Martin Ip, Christopher Chatham, Judith Miller, Juhi Pandey, Robert T. Schultz, Julia Parish-Morris (2024. ) Picture this!: Scene content influences children’s picture descriptions .Melbourne, Australia.
Martin Ip, Orla Putnam, Sunghye Cho, Ugurcan Vurgun, Meg Lyons, Azia Knox, Aili Hauptmann, Maxine Covello, Amanda Lee, Lizzy Fulop, Alison Russell, Kevin Walker, Judith Miller, James Fiumara, Christopher Cieri, Riccardo Fusaroli, Christopher Chatham, Mark Liberman, Robert T. Schultz, Julia Parish-Morris (2024. ) Prosodic similarities and variation in autistic and neurotypical children: A telephone-based study of verbal counting .Melbourne, Australia.
Meredith Cola, Meg Lyons, Azia Knox, Alison Russell, Maxine Covello, Sarah Schillinger, Amanda Lee, Jennifer Uzokwe, Lizzy Fulop, Sunghye Cho, Mark Liberman, Lisa Yankowitz, Casey Zampella, Laura Cubit, Juhi Pandey, Robert T. Schultz, Julia Parish-Morris (2024. ) What a feeling!: Sex differences in emotion language during a wordless storybook task .Durham, NC.
Contact Information
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