dementia detection

Alzheimer’s Dementia Detection Using Perplexity from Paired Large Language Models Interspeech 2025 Leveraging Cascaded Binary Classification and Multimodal Fusion for Dementia Detection through Spontaneous Speech Interspeech 2025 Mitigating Confounding in Speech-Based Dementia Detection through Weight Masking ACL 2025 Optimizing Pause Context in Fine-Tuning Pre-trained Large Language Models for Dementia Detection Interspeech 2025 Transforming Brainwaves into Language: EEG Microstates Meet Text Embedding Models for Dementia Detection ACL 2025 Understanding Dementia Speech Alignment with Diffusion-Based Image Generation Interspeech 2025 Adversarial Text Generation using Large Language Models for Dementia Detection EMNLP 2024 Automatic Detection of Rhythmic Features in Pathological Speech of MCI and Dementia Patients COLING 2024 Infusing Acoustic Pause Context into Text-Based Dementia Assessment Interspeech 2024 Prosody-Driven Privacy-Preserving Dementia Detection Interspeech 2024 Segmental and Suprasegmental Speech Foundation Models for Classifying Cognitive Risk Factors: Evaluating Out-of-the-Box Performance 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 Exploring multi-task learning and data augmentation in dementia detection with self-supervised pretrained models Interspeech 2023 Leveraging Natural Language Processing and Clinical Notes for Dementia Detection ACL 2023 Towards Domain-Agnostic and Domain-Adaptive Dementia Detection from Spoken Language ACL 2023 Training Models on Oversampled Data and a Novel Multi-class Annotation Scheme for Dementia Detection ACL 2023 Automatic Selection of Discriminative Features for Dementia Detection in Cantonese-Speaking People Interspeech 2022 Data Augmentation for Dementia Detection in Spoken Language. Interspeech 2022 Data-driven Approach to Differentiating between Depression and Dementia from Noisy Speech and Language Data COLING 2022 Detecting Dementia from Long Neuropsychological Interviews EMNLP 2022 Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data Interspeech 2022 How You Say It Matters: Measuring the Impact of Verbal Disfluency Tags on Automated Dementia Detection ACL 2022 Dissociating Semantic and Phonemic Search Strategies in the Phonemic Verbal Fluency Task in early Dementia NAACL 2021 Mobile-based Clock Drawing Test for Detecting Early Signs of Dementia AAAI 2021