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Papers
A Principle-Driven Adaptive Policy for Group Cognitive Stimulation Dialogue for Elderly with Cognitive Impairment
AAAI 2026
Mitigating Confounding in Speech-Based Dementia Detection through Weight Masking
ACL 2025
On the Within-class Variation Issue in Alzheimer's Disease Detection
Interspeech 2025
Combining Acoustic Feature Sets for Detecting Mild Cognitive Impairment in the Interspeech'24 TAUKADIAL Challenge
Interspeech 2024
Modelling Lexical Characteristics of the Healthy Aging Population: A Corpus-Based Study
Interspeech 2024
Multilingual Speech and Language Analysis for the Assessment of Mild Cognitive Impairment: Outcomes from the Taukadial Challenge
Interspeech 2024
A Digital Language Coherence Marker for Monitoring Dementia
EMNLP 2023
Classifying Dementia in the Presence of Depression: A Cross-Corpus Study
Interspeech 2023
Matching Acoustic and Perceptual Measures of Phonation Assessment in Disordered Speech - A Case Study
Interspeech 2023
Detecting Dementia from Long Neuropsychological Interviews
EMNLP 2022
Alzheimer Disease Recognition Using Speech-Based Embeddings From Pre-Trained Models
Interspeech 2021
Automatically Detecting Errors and Disfluencies in Read Speech to Predict Cognitive Impairment in People with Parkinson’s Disease
Interspeech 2021
Automatic Detection of Alzheimer’s Disease Using Spontaneous Speech Only
Interspeech 2021
Fantastic Features and Where to Find Them: Detecting Cognitive Impairment with a Subsequence Classification Guided Approach
EMNLP 2020
Improving Cognitive Impairment Classification by Generative Neural Network-Based Feature Augmentation
Interspeech 2020
Multimodal Inductive Transfer Learning for Detection of Alzheimer’s Dementia and its Severity
Interspeech 2020
Detecting cognitive impairments by agreeing on interpretations of linguistic features
NAACL 2019
Learning multiview embeddings for assessing dementia
EMNLP 2018
Regularized Modal Regression with Applications in Cognitive Impairment Prediction
NeurIPS 2017
Sentence Segmentation in Narrative Transcripts from Neuropsychological Tests using Recurrent Convolutional Neural Networks
EACL 2017