Publication

1. Youxiang Zhu, Xiaohui Liang, John A. Batsis, and Robert M. Roth, “Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data,” Conference of the International Speech Communication Association (INTERSPEECH), 2022.

2. Youxiang Zhu, Bang Tran, Xiaohui Liang, John Batsis, and Robert Roth, “Towards Interpretability of Speech Pause in Dementia Detection using Adversarial Learning,” IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP) 2022.

3. Hillary B. Spangler, Tiffany M. Driesse, David H. Lynch, Xiaohui Liang, Robert M. Roth, David Kotz, Karen Fortuna, and John A Batsis, “Privacy Concerns of Older Adults Using Voice Assistant Systems,” Journal of the American Geriatrics Society, 2022.

4. (Poster) Tiffany M. Driesse, Xiaohui Liang, Robert M. Roth, and John A. Batsis, Older Adults Experiences and Responses to Voice Assistant Systems, American Geriatrics Society (AGS) annual meeting, 2022. Best Poster Award in the category of Geriatric Syndromes (descriptive research on the mechanisms, natural history or management of major geriatric syndromes)

5. Hillary Spangler, Tiffany Driesse, Robert Roth, Xiaohui Liang, John Batsis, and David Kotz, “Privacy Concerns Among Older Adults Using Voice Assistant Systems,” Gerontological Scientific Association conference, 2021.

6. Youxiang Zhu, Abdelrahman Obyat, Xiaohui Liang, John Batsis, and Robert Roth, “WavBERT: Exploiting Semantic and Non-semantic Speech using Wav2vec andBERT for Dementia Detection,” Conference of the International Speech Communication Association (INTERSPEECH) 2021.

7. Youxiang Zhu, Xiaohui Liang, John Batsis, and Robert Roth, “Exploring Deep Transfer Learning Techniques for Alzheimer’s Dementia Detection,” Frontiers in Computer Science Special Issue on Alzheimer’s Dementia Recognition through Spontaneous Speech, Accepted on Marc 11, 2021. https://www.frontiersin.org/articles/10.3389/fcomp.2021.624683/full

8. Xiaohui Liang, John Batsis, Youxiang Zhu, Tiffany Driesse, Robert Roth, David Kotz, and Brian MacWhinney, “Evaluating Voice-Assistant Commands for Dementia Detection,” Elsevier Computer Speech and Language Special Issue on Speech Based Evaluation of Neurological Diseases, 2021

9. Youxiang Zhu and Xiaohui Liang, “Exploiting Fully Convolutional Network and Visualization Techniques on Spontaneous Speech for Dementia Detection,” arXiv preprint arXiv:2008.07052 (2020).

1. Xiaohui Liang, John A. Batsis, Jing Yuan, Youxiang Zhu, Tiffany M. Driesse, and Josh Schultz, Voice-assisted Food Recall using Voice Assistants, International Conference on Human-Computer Interaction (HCII), 2022.

2. Tiffany M. Driesse, Xiaohui Liang, Michael Fowler, Jing Yuan, and John A. Batsis, Patient Perceptions
of Using Voice-Based Dietary Assessment Tools Among Older Adults, Gerontological Scientific Association conference, 2022

3. Bang Tran, Youxiang Zhu, Xiaohui Liang, James W. Schwoebel, Lindsay A. Warrenburg, Speech Tasks Relevant to Sleepiness Determined with Deep Transfer Learning, IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP) 2022.

4. Bang Tran, Shenhui Pan, Xiaohui Liang, and Honggang Zhang, Exploiting Physical Presence Sensing to Secure Voice Assistant Systems, IEEE International Conference on Communications (ICC), 2021. (Best paper award)

5. Bang Tran and Xiaohui Liang. Exploiting Peer-to-peer Communications for Query Privacy Preservation in Voice Assistant Systems. Peer-to-Peer Networking and Applications, Springer, 2020.

%d bloggers like this: