Robert M. Roth

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 8

Top Topics

Language Acquisition

Transfer Learning

Early Detection

Top Venues

Frontiers Comput. Sci.

Publications

Youxiang Zhu, Nana Lin, Xiaohui Liang, John A. Batsis, Robert M. Roth, Brian MacWhinney
Evaluating Picture Description Speech for Dementia Detection using Image-text Alignment. CoRR (2023)
Eli Kurtz, Youxiang Zhu, Tiffany M. Driesse, Bang Tran, John A. Batsis, Robert M. Roth, Xiaohui Liang
Early Detection of Cognitive Decline Using Voice Assistant Commands. ICASSP (2023)
Youxiang Zhu, Bang Tran, Xiaohui Liang, John A. Batsis, Robert M. Roth
Towards Interpretability of Speech Pause in Dementia Detection Using Adversarial Learning. ICASSP (2022)
Youxiang Zhu, Xiaohui Liang, John A. Batsis, Robert M. Roth
Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data. INTERSPEECH (2022)
Xiaohui Liang, John A. Batsis, Youxiang Zhu, Tiffany M. Driesse, Robert M. Roth, David Kotz, Brian MacWhinney
Evaluating voice-assistant commands for dementia detection. Comput. Speech Lang. 72 (2022)
Youxiang Zhu, Abdelrahman Obyat, Xiaohui Liang, John A. Batsis, Robert M. Roth
WavBERT: Exploiting Semantic and Non-Semantic Speech Using Wav2vec and BERT for Dementia Detection. Interspeech (2021)
Youxiang Zhu, Xiaohui Liang, John A. Batsis, Robert M. Roth
Exploring Deep Transfer Learning Techniques for Alzheimer's Dementia Detection. Frontiers Comput. Sci. 3 (2021)
Youxiang Zhu, Bang Tran, Xiaohui Liang, John A. Batsis, Robert M. Roth
Towards Interpretability of Speech Pause in Dementia Detection using Adversarial Learning. CoRR (2021)