{"total":97,"rows":[{"id":"2104.09356","title":"Detecting cognitive decline using speech only: The ADReSSo Challenge","created":"2021-03-23","cited_by_count":81,"area":null},{"id":"2109.06980","title":"Explainable Identification of Dementia from Transcripts using Transformer Networks","created":"2021-09-14","cited_by_count":19,"area":null},{"id":"2202.10290","title":"Speaker Adaptation Using Spectro-Temporal Deep Features for Dysarthric and Elderly Speech Recognition","created":"2022-02-21","cited_by_count":19,"area":null},{"id":"2106.09668","title":"Multi-modal fusion with gating using audio, lexical and disfluency features for Alzheimer's Dementia recognition from spontaneous speech","created":"2021-06-17","cited_by_count":16,"area":null},{"id":"2205.06445","title":"Personalized Adversarial Data Augmentation for Dysarthric and Elderly Speech Recognition","created":"2022-05-13","cited_by_count":16,"area":null},{"id":"2110.14769","title":"Detecting Dementia from Speech and Transcripts using Transformers","created":"2021-10-27","cited_by_count":13,"area":null},{"id":"2206.13232","title":"Conformer Based Elderly Speech Recognition System for Alzheimer's Disease Detection","created":"2022-06-23","cited_by_count":12,"area":null},{"id":"2303.08019","title":"Leveraging Pretrained Representations with Task-related Keywords for Alzheimer's Disease Detection","created":"2023-03-14","cited_by_count":11,"area":null},{"id":"2206.13758","title":"Exploring linguistic feature and model combination for speech recognition based automatic AD detection","created":"2022-06-28","cited_by_count":9,"area":null},{"id":"2401.05551","title":"Useful Blunders: Can Automated Speech Recognition Errors Improve Downstream Dementia Classification?","created":"2024-01-10","cited_by_count":9,"area":null},{"id":"2407.13782","title":"Self-supervised ASR Models and Features For Dysarthric and Elderly Speech Recognition","created":"2024-07-03","cited_by_count":9,"area":null},{"id":"2107.08248","title":"Learning De-identified Representations of Prosody from Raw Audio","created":"2021-07-17","cited_by_count":8,"area":null},{"id":"2203.13397","title":"GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models","created":"2022-03-25","cited_by_count":8,"area":null},{"id":"2412.15772","title":"Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech","created":"2024-12-20","cited_by_count":8,"area":null},{"id":"2206.12879","title":"Data Augmentation for Dementia Detection in Spoken Language","created":"2022-06-26","cited_by_count":7,"area":null},{"id":"2506.01890","title":"CogniAlign: Word-Level Multimodal Speech Alignment with Gated Cross-Attention for Alzheimer's Detection","created":"2025-06-02","cited_by_count":7,"area":null},{"id":"2210.16539","title":"Exploiting prompt learning with pre-trained language models for Alzheimer's Disease detection","created":"2022-10-29","cited_by_count":6,"area":null},{"id":"2211.04368","title":"A Multimodal Approach for Dementia Detection from Spontaneous Speech with Tensor Fusion Layer","created":"2022-11-08","cited_by_count":6,"area":null},{"id":"2109.11888","title":"Robustness and Sensitivity of BERT Models Predicting Alzheimer's Disease from Text","created":"2021-09-24","cited_by_count":5,"area":null},{"id":"2112.07922","title":"Ten years of image analysis and machine learning competitions in dementia","created":"2021-12-15","cited_by_count":5,"area":null},{"id":"2203.14593","title":"On-the-Fly Feature Based Rapid Speaker Adaptation for Dysarthric and Elderly Speech Recognition","created":"2022-03-28","cited_by_count":5,"area":null},{"id":"2305.16406","title":"Context-aware attention layers coupled with optimal transport domain adaptation and multimodal fusion methods for recognizing dementia from spontaneous speech","created":"2023-05-25","cited_by_count":5,"area":null},{"id":"2306.03443","title":"Alzheimer Disease Classification through ASR-based Transcriptions: Exploring the Impact of Punctuation and Pauses","created":"2023-06-06","cited_by_count":5,"area":null},{"id":"2408.15188","title":"Infusing Acoustic Pause Context into Text-Based Dementia Assessment","created":"2024-08-27","cited_by_count":5,"area":null},{"id":"2410.19898","title":"A Review of Deep Learning Approaches for Non-Invasive Cognitive Impairment Detection","created":"2024-10-25","cited_by_count":5,"area":null},{"id":"2501.05755","title":"CognoSpeak: an automatic, remote assessment of early cognitive decline in real-world conversational speech","created":"2025-01-10","cited_by_count":5,"area":null},{"id":"2104.10715","title":"Uncertainty-Aware Boosted Ensembling in Multi-Modal Settings","created":"2021-04-21","cited_by_count":4,"area":null},{"id":"2109.11010","title":"Alzheimers Dementia Detection using Acoustic & Linguistic features and Pre-Trained BERT","created":"2021-09-22","cited_by_count":4,"area":null},{"id":"2302.05894","title":"Neural Architecture Search with Multimodal Fusion Methods for Diagnosing Dementia","created":"2023-02-12","cited_by_count":4,"area":null},{"id":"2302.07322","title":"TRESTLE: Toolkit for Reproducible Execution of Speech, Text and Language Experiments","created":"2023-02-14","cited_by_count":4,"area":null},{"id":"2305.13331","title":"A New Benchmark of Aphasia Speech Recognition and Detection Based on E-Branchformer and Multi-task Learning","created":"2023-05-19","cited_by_count":4,"area":null},{"id":"2308.07933","title":"Evaluating Picture Description Speech for Dementia Detection using Image-text Alignment","created":"2023-08-11","cited_by_count":4,"area":null},{"id":"2310.04358","title":"Transferring speech-generic and depression-specific knowledge for Alzheimer's disease detection","created":"2023-10-06","cited_by_count":4,"area":null},{"id":"2310.09623","title":"A Digital Language Coherence Marker for Monitoring Dementia","created":"2023-10-14","cited_by_count":4,"area":null},{"id":"2310.09897","title":"Reformulating NLP tasks to Capture Longitudinal Manifestation of Language Disorders in People with Dementia","created":"2023-10-15","cited_by_count":4,"area":null},{"id":"2406.07542","title":"Cognitive Insights Across Languages: Enhancing Multimodal Interview Analysis","created":"2024-06-11","cited_by_count":4,"area":null},{"id":"2412.11896","title":"Classification of Spontaneous and Scripted Speech for Multilingual Audio","created":"2024-12-16","cited_by_count":4,"area":null},{"id":"2111.07454","title":"Towards Interpretability of Speech Pause in Dementia Detection using Adversarial Learning","created":"2021-11-14","cited_by_count":3,"area":null},{"id":"2206.05018","title":"Going Beyond the Cookie Theft Picture Test: Detecting Cognitive Impairments using Acoustic Features","created":"2022-06-10","cited_by_count":3,"area":null},{"id":"2210.03303","title":"Data-driven Approach to Differentiating between Depression and Dementia from Noisy Speech and Language Data","created":"2022-10-07","cited_by_count":3,"area":null},{"id":"2402.01690","title":"Linguistic-Based Mild Cognitive Impairment Detection Using Informative Loss","created":"2024-01-23","cited_by_count":3,"area":null},{"id":"2406.02830","title":"Too Big to Fail: Larger Language Models are Disproportionately Resilient to Induction of Dementia-Related Linguistic Anomalies","created":"2024-06-05","cited_by_count":3,"area":null},{"id":"2407.03470","title":"Prosody-Driven Privacy-Preserving Dementia Detection","created":"2024-07-03","cited_by_count":3,"area":null},{"id":"2410.12885","title":"Exploiting Longitudinal Speech Sessions via Voice Assistant Systems for Early Detection of Cognitive Decline","created":"2024-10-16","cited_by_count":3,"area":null},{"id":"2506.05610","title":"Mitigating Confounding in Speech-Based Dementia Detection through Weight Masking","created":"2025-06-05","cited_by_count":3,"area":null},{"id":"2109.01537","title":"A Longitudinal Multi-modal Dataset for Dementia Monitoring and Diagnosis","created":"2021-09-03","cited_by_count":2,"area":null},{"id":"2110.15704","title":"Influence of ASR and Language Model on Alzheimer's Disease Detection","created":"2021-09-20","cited_by_count":2,"area":null},{"id":"2206.06208","title":"Automated Evaluation of Standardized Dementia Screening Tests","created":"2022-06-13","cited_by_count":2,"area":null},{"id":"2211.07430","title":"The Far Side of Failure: Investigating the Impact of Speech Recognition Errors on Subsequent Dementia Classification","created":"2022-11-11","cited_by_count":2,"area":null},{"id":"2407.06310","title":"Homogeneous Speaker Features for On-the-Fly Dysarthric and Elderly Speaker Adaptation","created":"2024-07-08","cited_by_count":2,"area":null},{"id":"2407.19984","title":"Confidence Estimation for Automatic Detection of Depression and Alzheimer's Disease Based on Clinical Interviews","created":"2024-07-29","cited_by_count":2,"area":null},{"id":"2410.07277","title":"Swin-BERT: A Feature Fusion System designed for Speech-based Alzheimer's Dementia Detection","created":"2024-10-09","cited_by_count":2,"area":null},{"id":"2506.17351","title":"Zero-Shot Cognitive Impairment Detection from Speech Using AudioLLM","created":"2025-06-20","cited_by_count":2,"area":null},{"id":"2509.16765","title":"The Sound of Syntax: Finetuning and Comprehensive Evaluation of Language Models for Speech Pathology","created":"2025-09-20","cited_by_count":2,"area":null},{"id":"2605.14888","title":"PROCESS-2: A Benchmark Speech Corpus for Early Cognitive Impairment Detection","created":"2026-05-14","cited_by_count":2,"area":null},{"id":"2305.11683","title":"Sensing of inspiration events from speech: comparison of deep learning and linguistic methods","created":"2023-05-19","cited_by_count":1,"area":null},{"id":"2307.09230","title":"Detecting Throat Cancer from Speech Signals using Machine Learning: A Scoping Literature Review","created":"2023-07-18","cited_by_count":1,"area":null},{"id":"2409.16322","title":"On the Within-class Variation Issue in Alzheimer's Disease Detection","created":"2024-09-22","cited_by_count":1,"area":null},{"id":"2410.00250","title":"A Methodology for Explainable Large Language Models with Integrated Gradients and Linguistic Analysis in Text Classification","created":"2024-09-30","cited_by_count":1,"area":null},{"id":"2410.18972","title":"Deep Insights into Cognitive Decline: A Survey of Leveraging Non-Intrusive Modalities with Deep Learning Techniques","created":"2024-10-24","cited_by_count":1,"area":null},{"id":"2501.00465","title":"Dementia Detection using Multi-modal Methods on Audio Data","created":"2024-12-31","cited_by_count":1,"area":null},{"id":"2501.03727","title":"Detecting Neurocognitive Disorders through Analyses of Topic Evolution and Cross-modal Consistency in Visual-Stimulated Narratives","created":"2025-01-07","cited_by_count":1,"area":null},{"id":"2502.01685","title":"Automated Extraction of Spatio-Semantic Graphs for Identifying Cognitive Impairment","created":"2025-02-02","cited_by_count":1,"area":null},{"id":"2506.09315","title":"Alzheimer's Dementia Detection Using Perplexity from Paired Large Language Models","created":"2025-06-11","cited_by_count":1,"area":null},{"id":"2506.11069","title":"Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition","created":"2025-06-02","cited_by_count":1,"area":null},{"id":"2508.03360","title":"CogBench: A Large Language Model Benchmark for Multilingual Speech-Based Cognitive Impairment Assessment","created":"2025-08-05","cited_by_count":1,"area":null},{"id":"2202.00478","title":"NeuraHealth: An Automated Screening Pipeline to Detect Undiagnosed Cognitive Impairment in Electronic Health Records with Deep Learning and Natural Language Processing","created":"2022-01-12","cited_by_count":0,"area":null},{"id":"2209.06085","title":"Acoustic-Linguistic Features for Modeling Neurological Task Score in Alzheimer's","created":"2022-09-13","cited_by_count":0,"area":null},{"id":"2307.08070","title":"Automatic Identification of Alzheimer's Disease using Lexical Features extracted from Language Samples","created":"2023-07-16","cited_by_count":0,"area":null},{"id":"2307.12369","title":"Early Prediction of Alzheimers Disease Leveraging Symptom Occurrences from Longitudinal Electronic Health Records of US Military Veterans","created":"2023-07-23","cited_by_count":0,"area":null},{"id":"2311.12842","title":"Multimodal Identification of Alzheimer's Disease: A Review","created":"2023-10-06","cited_by_count":0,"area":null},{"id":"2402.01824","title":"Identification of Cognitive Decline from Spoken Language through Feature Selection and the Bag of Acoustic Words Model","created":"2024-02-02","cited_by_count":0,"area":null},{"id":"2411.04158","title":"Analyzing Multimodal Features of Spontaneous Voice Assistant Commands for Mild Cognitive Impairment Detection","created":"2024-11-06","cited_by_count":0,"area":null},{"id":"2503.20104","title":"\"Is There Anything Else?'': Examining Administrator Influence on Linguistic Features from the Cookie Theft Picture Description Cognitive Test","created":"2025-03-25","cited_by_count":0,"area":null},{"id":"2507.09282","title":"ClaritySpeech: Dementia Obfuscation in Speech","created":"2025-07-12","cited_by_count":0,"area":null},{"id":"2507.10311","title":"Recognizing Dementia from Neuropsychological Tests with State Space Models","created":"2025-07-14","cited_by_count":0,"area":null},{"id":"2509.19926","title":"MMSE-Calibrated Few-Shot Prompting for Alzheimer's Detection","created":"2025-09-24","cited_by_count":0,"area":null},{"id":"2511.06215","title":"Explicit Knowledge-Guided In-Context Learning for Early Detection of Alzheimer's Disease","created":"2025-11-09","cited_by_count":0,"area":null},{"id":"2511.06826","title":"Beyond Plain Demos: A Demo-centric Anchoring Paradigm for In-Context Learning in Alzheimer's Disease Detection","created":"2025-11-10","cited_by_count":0,"area":null},{"id":"2512.13685","title":"Beyond surface form: A pipeline for semantic analysis in Alzheimer's Disease detection from spontaneous speech","created":"2025-12-15","cited_by_count":0,"area":null},{"id":"2512.20948","title":"Foundation Model-based Evaluation of Neuropsychiatric Disorders: A Lifespan-Inclusive, Multi-Modal, and Multi-Lingual Study","created":"2025-12-24","cited_by_count":0,"area":null},{"id":"2602.04247","title":"DementiaBank-Emotion: A Multi-Rater Emotion Annotation Corpus for Alzheimer's Disease Speech (Version 1.0)","created":"2026-02-04","cited_by_count":0,"area":null},{"id":"2603.18239","title":"Impact of automatic speech recognition quality on Alzheimer's disease detection from spontaneous speech: a reproducible benchmark study with lexical modeling and statistical validation","created":"2026-03-18","cited_by_count":0,"area":null},{"id":"2604.03050","title":"MECO: A Multimodal Dataset for Emotion and Cognitive Understanding in Older Adults","created":"2026-04-03","cited_by_count":0,"area":null},{"id":"2604.06758","title":"Multilingual Cognitive Impairment Detection in the Era of Foundation Models","created":"2026-04-08","cited_by_count":0,"area":null},{"id":"2605.25540","title":"A Multimodal Framework for Dementia Detection via Linguistic and Acoustic Representation Learning","created":"2026-05-25","cited_by_count":0,"area":null},{"id":"2606.17339","title":"SpeechDx: A Multi-Task Benchmark for Clinical Speech AI","created":"2026-06-15","cited_by_count":0,"area":null},{"id":"2606.18979","title":"Mitigating Scoring Errors and Compensating for Nonverbal Subtests in Speech-Based Dementia Assessment","created":"2026-06-17","cited_by_count":0,"area":null},{"id":"2606.30675","title":"Listening Between the Lines: Joint Learning of ASR Embeddings and LLM-Augmented Linguistics for Dementia Detection","created":"2026-06-26","cited_by_count":0,"area":null},{"id":"2608.03067","title":"Activation-Guided Neuron Intervention to Induce Alzheimer's-Related Computational Language Phenotypes in a Large Language Model","created":"2026-08-04","cited_by_count":0,"area":null},{"id":"2608.07378","title":"LSEAD: A Privacy-Preserving LLM-Based Speech Analysis Framework for Early Alzheimer's Disease Screening","created":"2026-08-07","cited_by_count":0,"area":null},{"id":"2608.25028","title":"Behind the [MASK]: Disentangling Representation and Faithfulness in DAPF-Based Dementia Detection","created":"2026-08-25","cited_by_count":0,"area":null},{"id":"2609.00276","title":"Cleaner Speech, Weaker Generalization: Revisiting Pitt-Derived Benchmarks for Alzheimer's Disease Detection","created":"2026-08-31","cited_by_count":0,"area":null},{"id":"2609.10896","title":"LLM-Anchored Paralinguistic Enrichment for Alzheimer's Disease Detection","created":"2026-09-09","cited_by_count":0,"area":null},{"id":"2609.31293","title":"Why Alzheimer's Speech Screening Fails to Generalize: Bridging the Deployment Gap via Cross-Corpus Evidence Anchoring","created":"2026-09-25","cited_by_count":0,"area":null},{"id":"2609.34217","title":"Explainable and Generalisable LLM-based Cognitive Decline Detection with Spontaneous Speech","created":"2026-09-28","cited_by_count":0,"area":null},{"id":"2610.01846","title":"Beyond Decodability: Do Acoustic Factors Drive Predictions in Speech-Based Alzheimer's Assessment?","created":"2026-10-01","cited_by_count":0,"area":null}],"next_cursor":null}