Yilin Pan
7 papers · 2017–2021 · 1 venue · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Speech & Audio
(5)
Deep Learning
(4)
Analysis
(4)
Core Methods
(4)
Artificial Intelligence
(3)
Architectures
(3)
Application Areas
(2)
Core AI
(2)
Recognition
(2)
Healthcare & Medicine
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Clinical
(1)
Learning Types
(1)
Keywords
acoustic feature extraction
(2)
alzheimer disease
(2)
attention mechanism
(1)
speech processing
(1)
automatic speech recognition
(1)
speech transcription
(1)
clinical diagnosis
(1)
clinical speech analysis
(1)
speaker verification
(1)
discriminant analysis
(1)
cognitive decline
(1)
convolutional neural network
(1)
deep neural network
(1)
bidirectional lstm
(1)
sentence representation
(1)
mild cognitive impairment
(1)
acoustic feature
(1)
linguistic feature
(1)
hierarchical attention
(1)
bidirectional encoder representations from transformer
(1)
Papers
Identifying Cognitive Impairment Using Sentence Representation Vectors
Interspeech 2021
Using the Outputs of Different Automatic Speech Recognition Paradigms for Acoustic- and BERT-Based Alzheimer’s Dementia Detection Through Spontaneous Speech
Interspeech 2021
A Comparison of Acoustic and Linguistics Methodologies for Alzheimer’s Dementia Recognition
Interspeech 2020
Acoustic Feature Extraction with Interpretable Deep Neural Network for Neurodegenerative Related Disorder Classification
Interspeech 2020
Improving Detection of Alzheimer’s Disease Using Automatic Speech Recognition to Identify High-Quality Segments for More Robust Feature Extraction
Interspeech 2020
Automatic Hierarchical Attention Neural Network for Detecting AD
Interspeech 2019
Speaker Verification via Estimating Total Variability Space Using Probabilistic Partial Least Squares
Interspeech 2017