Yilin Pan

According to our database, Yilin Pan authored at least 17 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

MPTN: A message-passing transformer network for drug repurposing from knowledge graph.

Yuanxin Liu, Guoming Sang, Zhi Liu, Yilin Pan, Junkai Cheng, Yijia Zhang

Comput. Biol. Medicine, January, 2024

A Path Signature Approach for Speech-Based Dementia Detection.

Yilin Pan, Mingyu Lu, Yanpei Shi, Haiyang Zhang

IEEE Signal Process. Lett., 2024

Swin-BERT: A Feature Fusion System designed for Speech-based Alzheimer's Dementia Detection.

Yilin Pan, Yanpei Shi, Yijia Zhang, Mingyu Lu

CoRR, 2024

2023

A Novel Thermal Tactile Sensor Based on Micro Thermoelectric Generator for Underwater Flow Direction Perception.

Changxin Liu, Nanxi Chen, Guangyi Xing, Runhe Chen, Tong Shao, Baichuan Shan, Yilin Pan, Minyi Xu

Sensors, 2023

Design, manufacture and motion research of quadruped robot structure and electrical components.

Tuo Pi, Shiyuan Li, Chong Liu, Yilin Pan

Proceedings of the 6th IEEE International Conference on Information Systems and Computer Aided Educatio, 2023

2021

Using the Outputs of Different Automatic Speech Recognition Paradigms for Acoustic- and BERT-Based Alzheimer's Dementia Detection Through Spontaneous Speech.

Yilin Pan, Bahman Mirheidari, Jennifer M. Harris, Jennifer C. Thompson, Matthew Jones, Julie S. Snowden, Daniel Blackburn, Heidi Christensen

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Identifying Cognitive Impairment Using Sentence Representation Vectors.

Bahman Mirheidari, Yilin Pan, Daniel Blackburn, Ronan O'Malley, Heidi Christensen

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Multi-Task Estimation of Age and Cognitive Decline from Speech.

Yilin Pan, Venkata Srikanth Nallanthighal, Daniel Blackburn, Heidi Christensen, Aki Härmä

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Data augmentation using generative networks to identify dementia.

Bahman Mirheidari, Yilin Pan, Daniel Blackburn, Ronan O'Malley, Traci Walker, Annalena Venneri, Markus Reuber, Heidi Christensen

CoRR, 2020

Acoustic Feature Extraction with Interpretable Deep Neural Network for Neurodegenerative Related Disorder Classification.

Yilin Pan, Bahman Mirheidari, Zehai Tu, Ronan O'Malley, Traci Walker, Annalena Venneri, Markus Reuber, Daniel Blackburn, Heidi Christensen

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Improving Detection of Alzheimer's Disease Using Automatic Speech Recognition to Identify High-Quality Segments for More Robust Feature Extraction.

Yilin Pan, Bahman Mirheidari, Markus Reuber, Annalena Venneri, Daniel Blackburn, Heidi Christensen

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

A Comparison of Acoustic and Linguistics Methodologies for Alzheimer's Dementia Recognition.

Nicholas Cummins, Yilin Pan, Zhao Ren, Julian Fritsch, Venkata Srikanth Nallanthighal, Heidi Christensen, Daniel Blackburn, Björn W. Schuller, Mathew Magimai-Doss, Helmer Strik, Aki Härmä

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

2019

Detecting Alzheimer's Disease by estimating attention and elicitation path through the alignment of spoken picture descriptions with the picture prompt.

Bahman Mirheidari, Yilin Pan, Traci Walker, Markus Reuber, Annalena Venneri, Daniel Blackburn, Heidi Christensen

CoRR, 2019

Automatic Hierarchical Attention Neural Network for Detecting AD.

Yilin Pan, Bahman Mirheidari, Markus Reuber, Annalena Venneri, Daniel Blackburn, Heidi Christensen

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

2017

Speaker Verification via Estimating Total Variability Space Using Probabilistic Partial Least Squares.

Chen Chen, Jiqing Han, Yilin Pan

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

I-vector Kullback-Leibler divisive normalization for PLDA speaker verification.

Yilin Pan, Tieran Zheng, Chen Chen

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

2016

Design Research of Geriatric Rehabilitation Products Based on Natural Interaction.

Qijun Duan, Kai Fang, Min Liu, Yilin Pan

Proceedings of the HCI International 2016 - Posters' Extended Abstracts, 2016