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Yilin Pan
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A comparison of acoustic and linguistics methodologies for Alzheimer’s dementia recognition
N Cummins, Y Pan, Z Ren, J Fritsch, VS Nallanthighal, H Christensen, ...
Interspeech 2020, 2182-2186, 2020
652020
Using the Outputs of Different Automatic Speech Recognition Paradigms for Acoustic-and BERT-Based Alzheimer's Dementia Detection Through Spontaneous Speech.
Y Pan, B Mirheidari, JM Harris, JC Thompson, M Jones, JS Snowden, ...
Interspeech, 3810-3814, 2021
452021
Automatic hierarchical attention neural network for detecting AD
Y Pan, B Mirheidari, M Reuber, A Venneri, D Blackburn, H Christensen
Proceedings of Interspeech 2019, 4105-4109, 2019
412019
Improving detection of Alzheimer’s Disease using automatic speech recognition to identify high-quality segments for more robust feature extraction
Y Pan, B Mirheidari, M Reuber, A Venneri, D Blackburn, H Christensen
Proceedings of Interspeech 2020, 4961-4965, 2020
182020
Acoustic feature extraction with interpretable deep neural network for neurodegenerative related disorder classification
Y Pan, B Mirheidari, Z Tu, R O’Malley, T Walker, A Venneri, M Reuber, ...
Proceedings of Interspeech 2020, 4806-4810, 2020
162020
Multi-task estimation of age and cognitive decline from speech
Y Pan, VS Nallanthighal, D Blackburn, H Christensen, A Härmä
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
102021
Detecting Alzheimer's disease by estimating attention and elicitation path through the alignment of spoken picture descriptions with the picture prompt
B Mirheidari, Y Pan, T Walker, M Reuber, A Venneri, D Blackburn, ...
arXiv preprint arXiv:1910.00515, 2019
72019
A novel motion detection approach based on the improved ViBe algorithm
P Chun-Hyok, Z Hai, Z Hongbo, P Yilin
2016 Chinese Control and Decision Conference (CCDC), 7081-7086, 2016
72016
Speaker Verification via Estimating Total Variability Space Using Probabilistic Partial Least Squares.
C Chen, J Han, Y Pan
INTERSPEECH, 1537-1541, 2017
62017
Identifying Cognitive Impairment Using Sentence Representation Vectors.
B Mirheidari, Y Pan, D Blackburn, R O'Malley, H Christensen
Interspeech, 2941-2945, 2021
42021
Data augmentation using generative networks to identify dementia
B Mirheidari, Y Pan, D Blackburn, R O'Malley, T Walker, A Venneri, ...
arXiv preprint arXiv:2004.05989, 2020
42020
I-vector Kullback-Leibler divisive normalization for PLDA speaker verification
Y Pan, T Zheng, C Chen
2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2017
22017
MPTN: A message-passing transformer network for drug repurposing from knowledge graph
Y Liu, G Sang, Z Liu, Y Pan, J Cheng, Y Zhang
Computers in Biology and Medicine 168, 107800, 2024
12024
A Path Signature Approach for Speech-based Dementia Detection
Y Pan, M Lu, Y Shi, H Zhang
IEEE Signal Processing Letters, 2023
2023
Linguistic-and Acoustic-based Automatic Dementia Detection using Deep Learning Methods
Y Pan
University of Sheffield, 2022
2022
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Articles 1–15