Natural language processing

Academic Publications

Artificial intelligence-based speech error detection to differentiate primary progressive aphasia variants

Jet M J Vonk; Jiachen Lian; G Lynn Kurteff; Cheol J Cho; Giada Antonicelli; Zoe Ezzes; et al.

Brain Communications, 2026, journal article Cited by 2

Aphasia Artificial intelligence Machine learning Natural language processing

Automated transcription in primary progressive aphasia: Accuracy and effects on classification

Natasha Clarke; Brittany Morin; Christophe Bedetti; Rian Bogley; Sophie Pellerin; Bérengère Houzé; Siddarth Ramkrishnan; Zoe Ezzes; et al.

2026, preprint Cited by 1

Aphasia Artificial intelligence Natural language processing Speech disorders

Towards Accurate Phonetic Error Detection Through Phoneme Similarity Modeling

Zhou, Xuanru; Lian, Jiachen; Cho, Cheol Jun; Prabhune, Tejas; Li, Shuhe; Li, William; Ortiz, Rodrigo; Zoe Ezzes; et al.

Arxiv, 2025, journal article Cited by 3

Automatic speech recognition Machine learning Natural language processing Phonetics

Towards Accurate Phonetic Error Detection Through Phoneme Similarity Modeling

Zhou, Xuanru; Lian, Jiachen; Cho, Cheol Jun; Prabhune, Tejas; Li, Shuhe; Li, William; Ortiz, Rodrigo; Zoe Ezzes; et al.

Proceedings of the Annual Conference of the International Speech Communication Association, Interspeech, 2025, journal article Cited by 3

Artificial intelligence Automatic speech recognition Machine learning Natural language processing

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis

Ye, Zongli; Lian, Jiachen; Zhou, Xuanru; Zhang, Jinming; Li, Haodong; Li, Shuhe; Guo, Chenxu; Das, Anaisha; Park, Peter; Zoe Ezzes; et al.

Arxiv, 2025, journal article Cited by 4

Communication disorders Linguistics Natural language processing Speech therapy

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis

Ye, Zongli; Lian, Jiachen; Zhou, Xuanru; Zhang, Jinming; Li, Haodong; Li, Shuhe; Gu, Chenxu; Das, Anaisha; Park, Peter; Zoe Ezzes; et al.

Proceedings of the Annual Conference of the International Speech Communication Association, Interspeech, 2025, journal article Cited by 4

Artificial intelligence Natural language processing Speech disorders

LCS-CTC: Leveraging Soft Alignments to Enhance Phonetic Transcription Robustness

Ye, Zongli; Lian, Jiachen; Gupta, Akshaj; Zhou, Xuanru; Li, Haodong; Patel, Krish; Park, Hwi Joo; Zhou, Dingkun; Guo, Chenxu; Li, Shuhe; Wang, Sam; Zhou, Iris; Cho, Cheol Jun; Zoe Ezzes; et al.

Arxiv, 2025, journal article Cited by 1

Automatic speech recognition Deep learning (Machine learning) Machine learning Natural language processing

Analysis and Evaluation of Synthetic Data Generation in Speech Dysfluency Detection

Zhang, Jinming; Zhou, Xuanru; Lian, Jiachen; Li, Shuhe; Li, William; Zoe Ezzes; et al.

Arxiv, 2025, journal article Cited by 3

Artificial intelligence Machine learning Natural language processing Speech disorders

Analysis and Evaluation of Synthetic Data Generation in Speech Dysfluency Detection

Zhang, Jinming; Zhou, Xuanru; Lian, Jiachen; Li, Shuhe; Li, William; Zoe Ezzes; et al.

Proceedings of the Annual Conference of the International Speech Communication Association, Interspeech, 2025, journal article Cited by 3

Artificial intelligence Machine learning Natural language processing Speech disorders

Agentic Generative Artificial Intelligence System for Classification of Pathology-Confirmed Primary Progressive Aphasia Variants

Chiara Gallingani; Gallingani, Chiara; Miller, Zachary A; Zachary A Miller; Mandelli, Maria Luisa; Maria Luisa Mandelli; Howard J Rosen; Rosen, Howard J; Zoe Ezzes; et al.

Medrxiv, 2025, journal article Cited by 1

Aphasia Artificial intelligence Natural language processing Pathology

Using Machine Learning to Determine a Functional Classifier of Retaliation and Its Association With Aggression

Robert James Richard Blair; Johannah Bashford-Largo; Ahria Dominguez; et al.

Jaacap Open, 2025, journal article Cited by 2

Computer science Machine learning Natural language processing Psychology

Comparing the Efficacy and Efficiency of Human and Generative AI: Qualitative Thematic Analyses

Maximo R Prescott; Samantha Yeager; Lillian Ham; Carlos D Rivera Saldana; Vanessa Serrano; Joey Narez; Dafna Paltin; et al.

Jmir Ai, 2024, journal article Cited by 111

Artificial intelligence Machine learning Natural language processing Research methods

BUDGET-AWARE AUTOMATIC FRAMEWORK FOR EFFICIENT MODEL COMPRESSION USING LAYER-WISE IMPRINTING QUANTITATION

Shiyi Luo

Zenodo, 2024, journal article

Artificial intelligence Machine learning Natural language processing Neural networks (Computer science)

YOLO-Stutter: End-to-end Region-Wise Speech Dysfluency Detection

Zhou, Xuanru; Kashyap, Anshul; Li, Steve; Sharma, Ayati; Morin, Brittany; Baquirin, David; Vonk, Jet; Zoe Ezzes; et al.

Arxiv, 2024, journal article

Automatic speech recognition Machine learning Natural language processing Stuttering

YOLO-Stutter: End-to-end Region-Wise Speech Dysfluency Detection

Zhou, Xuanru; Kashyap, Anshul; Li, Steve; Sharma, Ayati; Morino, Brittany; Baquirin, David; Vonk, Jet; Zoe Ezzes; et al.

Proceedings of the Annual Conference of the International Speech Communication Association, Interspeech, 2024, journal article Cited by 9

Machine learning Natural language processing Speech disorders Stuttering

SSDM: Scalable Speech Dysfluency Modeling

Lian, Jiachen; Zhou, Xuanru; Zoe Ezzes; et al.

Advances in Neural Information Processing Systems (Neurips Proceedings), 2024, journal article Cited by 4

Artificial intelligence Machine learning Natural language processing Speech disorders

STUTTER-SOLVER: END-TO-END MULTI-LINGUAL DYSFLUENCY DETECTION

Zhou, Xuanru; Cho, Cheol Jun; Sharma, Ayati; Morin, Brittany; Baquirin, David; Vonk, Jet; Zoe Ezzes; et al.

Proceedings of the IEEE Workshop on Spoken Language Technology (Slt), 2024, journal article Cited by 4

Multilingualism Natural language processing Speech disorders Stuttering

Stutter-Solver: End-to-end Multi-lingual Dysfluency Detection

Zhou, Xuanru; Cho, Cheol Jun; Sharma, Ayati; Morin, Brittany; Baquirin, David; Vonk, Jet; Zoe Ezzes; et al.

Arxiv, 2024, journal article Cited by 4

Language disorders Natural language processing Speech disorders Stuttering

SSDM: Scalable Speech Dysfluency Modeling

Lian, Jiachen; Zhou, Xuanru; Zoe Ezzes; et al.

Arxiv, 2024, journal article Cited by 4

Machine learning Natural language processing Speech disorders Stuttering

Comparing the Efficacy and Efficiency of Human and Generative AI: Qualitative Thematic Analyses (Preprint)

Maximo R Prescott; Samantha Yeager; Lillian Ham; Carlos D Rivera Saldana; Vanessa Serrano; Joey Narez; Dafna Paltin; et al.

2023, preprint Cited by 111

Artificial intelligence Machine learning Natural language processing Qualitative research

Machine learning based identification of structural brain alterations underlying suicide risk in adolescents

Sahil Bajaj; Karina S. Blair; Matthew Dobbertin; Kaustubh R. Patil; Patrick M. Tyler; Jay L. Ringle; Johannah Bashford-Largo; Avantika Mathur; Jaimie Elowsky; Ahria Dominguez; et al.

Discover Mental Health, 2023, journal article Cited by 13

Adolescent psychology Machine learning Natural language processing Suicidal behavior

Packaging Information as Fact Versus Opinion: Consequences of the (Information-)Structural Position of Subjective Adjectives

Elsi Kaiser; Catherine Wang

Discourse Processes, 2021, journal article Cited by 44

Discourse analysis Natural language processing Semantics Subjectivity (Linguistics)

Experimenting with imposters: what modulates choice of person agreement in pronouns?

Elsi Kaiser; Justin Nichols; Catherine Wang

Zas Papers in Linguistics, 2018, journal article Cited by 2

Computational linguistics Natural language processing Semantics