Ronan O’Malley
3 papers · 2020–2021 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Bronze
Venues
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Research topics
Keywords
deep neural network
(2)
feature selection
(1)
speech processing
(1)
clinical diagnosis
(1)
speech analysis
(1)
acoustic feature extraction
(1)
generative model
(1)
variational autoencoder
(1)
feature augmentation
(1)
sentence representation
(1)
mild cognitive impairment
(1)
bidirectional encoder representations from transformer
(1)
cognitive impairment
(1)
speaker classification
(1)
cognitive impairment classification
(1)
automatic speech recognition output
(1)
logistic regression
(1)
neurodegenerative disorder
(1)
Papers
Identifying Cognitive Impairment Using Sentence Representation Vectors
Interspeech 2021
Acoustic Feature Extraction with Interpretable Deep Neural Network for Neurodegenerative Related Disorder Classification
Interspeech 2020
Improving Cognitive Impairment Classification by Generative Neural Network-Based Feature Augmentation
Interspeech 2020