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2104.09356
Cited By
Detecting cognitive decline using speech only: The ADReSSo Challenge
medRxiv (medRxiv), 2021
23 March 2021
Saturnino Luz
F. Haider
S. D. L. Fuente
Davida Fromm
B. MacWhinney
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Papers citing
"Detecting cognitive decline using speech only: The ADReSSo Challenge"
50 / 57 papers shown
Foundation and Large-Scale AI Models in Neuroscience: A Comprehensive Review
Shihao Yang
Xiying Huang
Danilo Bernardo
J. Ding
Andrew Michael
Jingmei Yang
Patrick Kwan
Ashish Raj
Feng Liu
AI4CE
163
1
0
18 Oct 2025
Linguistic and Audio Embedding-Based Machine Learning for Alzheimer's Dementia and Mild Cognitive Impairment Detection: Insights from the PROCESS Challenge
Adharsha Sam Edwin Sam Devahi
Sohail Singh Sangha
Prachee Priyadarshinee
Jithin Thilakan
Ivan Fu Xing Tan
Christopher Johann Clarke
Sou Ka Lon
Balamurali B T
Yow Wei Quin
Chen Jer-Ming
98
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0
02 Oct 2025
Temporal-Aware Iterative Speech Model for Dementia Detection
Chukwuemeka Ugwu
Oluwafemi Oyeleke
84
0
0
26 Sep 2025
Unified Acoustic Representations for Screening Neurological and Respiratory Pathologies from Voice
Ran Piao
Yuan Lu
Hareld Kemps
Tong Xia
Aaqib Saeed
160
0
0
28 Aug 2025
MoTAS: MoE-Guided Feature Selection from TTS-Augmented Speech for Enhanced Multimodal Alzheimer's Early Screening
Yongqi Shao
Binxin Mei
Cong Tan
Hong Huo
Tao Fang
109
1
0
28 Aug 2025
CogBench: A Large Language Model Benchmark for Multilingual Speech-Based Cognitive Impairment Assessment
Feng Rui
Zhiyao Luo
Wei Wang
Yuting Song
Yong Liu
T. Zhu
Jianqing Li
Xingyao Wang
128
1
0
05 Aug 2025
SoftStep: Learning Sparse Similarity Powers Deep Neighbor-Based Regression
Aviad Susman
Baihan Lin
Mayte Suárez-Fariñas
Joseph T Colonel
185
0
0
09 Jun 2025
CAtCh: Cognitive Assessment through Cookie Thief
International Conference on Digital Health (ICDH), 2025
Joseph T Colonel
Carolyn Hagler
Guiselle Wismer
Laura Curtis
Jacqueline Becker
Juan Wisnivesky
Alex Federman
Gaurav Pandey
122
0
0
07 Jun 2025
Delta-KNN: Improving Demonstration Selection in In-Context Learning for Alzheimer's Disease Detection
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Chuyuan Li
Raymond Li
Thalia S. Field
Giuseppe Carenini
301
1
0
04 Jun 2025
CogniAlign: Word-Level Multimodal Speech Alignment with Gated Cross-Attention for Alzheimer's Detection
Knowledge-Based Systems (KBS), 2025
David Ortiz-Perez
Manuel Benavent-Lledo
Javier Rodriguez-Juan
José García Rodríguez
David Tomás
319
5
0
02 Jun 2025
Leveraging AM and FM Rhythm Spectrograms for Dementia Classification and Assessment
Parismita Gogoi
Vishwanath Pratap Singh
Seema Khadirnaikar
Soma Siddhartha
Sishir Kalita
Jagabandhu Mishra
Md. Sahidullah
Priyankoo Sarmah
S. M. I. S. R. Mahadeva Prasanna
153
0
0
01 Jun 2025
Dementia Through Different Eyes: Explainable Modeling of Human and LLM Perceptions for Early Awareness
Lotem Peled-Cohen
Maya Zadok
Nitay Calderon
Hila Gonen
Roi Reichart
351
2
0
19 May 2025
The order in speech disorder: a scoping review of state of the art machine learning methods for clinical speech classification
Birger Moëll
Fredrik Sand Aronsson
Per Östberg
Jonas Beskow
134
2
0
03 Mar 2025
A Dual-Stage Time-Context Network for Speech-Based Alzheimer's Disease Detection
Yifan Gao
Long Guo
Hong Liu
264
0
0
18 Feb 2025
Automated Extraction of Spatio-Semantic Graphs for Identifying Cognitive Impairment
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
Si-Ioi Ng
Pranav S. Ambadi
Kimberly D. Mueller
J. Liss
Visar Berisha
246
2
0
02 Feb 2025
Integrating Pause Information with Word Embeddings in Language Models for Alzheimer's Disease Detection from Spontaneous Speech
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
Yu Pu
Wei-Qiang Zhang
157
2
0
12 Jan 2025
CognoSpeak: an automatic, remote assessment of early cognitive decline in real-world conversational speech
Madhurananda Pahar
Fuxiang Tao
B. Mirheidari
Nathan Pevy
Rebecca Bright
...
Lise Sproson
Dorota Braun
Caitlin Illingworth
D. Blackburn
H. Christensen
192
7
0
10 Jan 2025
Tackling Cognitive Impairment Detection from Speech: A submission to the PROCESS Challenge
Catarina Botelho
David Gimeno-Gómez
Francisco Teixeira
John Mendonça
Patrícia Pereira
...
Maria Ponte
David Martins de Matos
Carlos David Martínez Hinarejos
Isabel Trancoso
A. Abad
262
1
0
03 Jan 2025
Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech
International Conference on Computational Linguistics (COLING), 2024
Jonathan Heitz
Gerold Schneider
Nicolas Langer
LM&MA
290
5
0
20 Dec 2024
Leveraging Prompt Learning and Pause Encoding for Alzheimer's Disease Detection
International Symposium on Chinese Spoken Language Processing (ISCSLP), 2024
Yin-Long Liu
Rui Feng
Jia-Hong Yuan
Zhen-Hua Ling
257
5
0
09 Dec 2024
Analyzing Multimodal Features of Spontaneous Voice Assistant Commands for Mild Cognitive Impairment Detection
Interspeech (Interspeech), 2024
Nana Lin
Youxiang Zhu
Xiaohui Liang
J. Batsis
Caroline Summerour
157
0
0
06 Nov 2024
Anonymising Elderly and Pathological Speech: Voice Conversion Using DDSP and Query-by-Example
Interspeech (Interspeech), 2024
Suhita Ghosh
Melanie Jouaiti
Arnab Das
Yamini Sinha
Tim Polzehl
Ingo Siegert
Sebastian Stober
236
8
0
20 Oct 2024
Swin-BERT: A Feature Fusion System designed for Speech-based Alzheimer's Dementia Detection
Yilin Pan
Yanpei Shi
Yijia Zhang
Mingyu Lu
215
1
0
09 Oct 2024
DiDOTS: Knowledge Distillation from Large-Language-Models for Dementia Obfuscation in Transcribed Speech
Proceedings on Privacy Enhancing Technologies (PoPETs), 2024
Dominika Woszczyk
Soteris Demetriou
309
3
0
05 Oct 2024
A Systematic Review of NLP for Dementia -- Tasks, Datasets and Opportunities
Lotem Peled-Cohen
Roi Reichart
282
3
0
29 Sep 2024
Semi-Supervised Cognitive State Classification from Speech with Multi-View Pseudo-Labeling
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Yuanchao Li
Zixing Zhang
Jing Han
P. Bell
Catherine Lai
493
4
0
25 Sep 2024
The Unreliability of Acoustic Systems in Alzheimer's Speech Datasets with Heterogeneous Recording Conditions
L. Gauder
Pablo Riera
A. Slachevsky
G. Forno
Adolfo M. Garcia
Luciana Ferrer
202
4
0
11 Sep 2024
Automatic Prediction of Amyotrophic Lateral Sclerosis Progression using Longitudinal Speech Transformer
Liming Wang
Yuan Gong
Nauman Dawalatabad
Marco Vilela
Katerina Placek
Brian Tracey
Yishu Gong
A. Premasiri
Fernando Vieira
James Glass
LM&MA
148
2
0
26 Jun 2024
Linguistic Changes in Spontaneous Speech for Detecting Parkinsons Disease Using Large Language Models
Jonathan Crawford
156
0
0
08 Apr 2024
Soft-Weighted CrossEntropy Loss for Continous Alzheimer's Disease Detection
Xiaohui Zhang
Wenjie Fu
Mangui Liang
308
1
0
19 Feb 2024
Performance Assessment of ChatGPT vs Bard in Detecting Alzheimer's Dementia
T. BalamuraliB.
Jer-Ming Chen
AI4MH
153
6
0
30 Jan 2024
LLMs-Healthcare : Current Applications and Challenges of Large Language Models in various Medical Specialties
Ummara Mumtaz
Awais Ahmed
Summaya Mumtaz
AI4MH
LM&MA
260
21
0
28 Oct 2023
Reformulating NLP tasks to Capture Longitudinal Manifestation of Language Disorders in People with Dementia
Dimitris Gkoumas
Matthew Purver
Maria Liakata
161
3
0
15 Oct 2023
A Digital Language Coherence Marker for Monitoring Dementia
Dimitris Gkoumas
Adam Tsakalidis
Maria Liakata
168
1
0
14 Oct 2023
Transferring speech-generic and depression-specific knowledge for Alzheimer's disease detection
Automatic Speech Recognition & Understanding (ASRU), 2023
Ziyun Cui
Wen Wu
Wei-Qiang Zhang
Ji Wu
Chao Zhang
169
5
0
06 Oct 2023
Classifying Dementia in the Presence of Depression: A Cross-Corpus Study
Interspeech (Interspeech), 2023
Franziska Braun
Sebastian P. Bayerl
Paula Andrea Pérez-Toro
Florian Honig
Hartmut Lehfeld
Thomas Hillemacher
Elmar Nöth
Tobias Bocklet
Korbinian Riedhammer
115
9
0
16 Aug 2023
Evaluating Picture Description Speech for Dementia Detection using Image-text Alignment
Youxiang Zhu
Nan Lin
Xiaohui Liang
J. Batsis
R. Roth
B. MacWhinney
DiffM
158
10
0
11 Aug 2023
AI and Non AI Assessments for Dementia
M. Parsapoor
Hamed Ghodrati
Vincenzo Dentamaro
C. Madan
Ioulietta Lazarou
S. Nikolopoulos
Y. Kompatsiaris
195
3
0
30 Jun 2023
Context-aware attention layers coupled with optimal transport domain adaptation and multimodal fusion methods for recognizing dementia from spontaneous speech
Knowledge-Based Systems (KBS), 2023
Loukas Ilias
D. Askounis
231
21
0
25 May 2023
Towards robust paralinguistic assessment for real-world mobile health (mHealth) monitoring: an initial study of reverberation effects on speech
Interspeech (Interspeech), 2023
J. Dineley
Ewan Carr
F. Matcham
Johnny Downs
Richard J. B. Dobson
Thomas Quatieri
N. Cummins
166
9
0
21 May 2023
Cost-effective Models for Detecting Depression from Speech
International Conference on Machine Learning and Applications (ICMLA), 2022
Mashrura Tasnim
Jekaterina Novikova
122
8
0
18 Feb 2023
A Multimodal Approach for Dementia Detection from Spontaneous Speech with Tensor Fusion Layer
Loukas Ilias
D. Askounis
J. Psarras
110
12
0
08 Nov 2022
Exploiting prompt learning with pre-trained language models for Alzheimer's Disease detection
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Yi Wang
Jiajun Deng
Tianzi Wang
Bo Zheng
Shoukang Hu
Xunying Liu
Helen M. Meng
242
22
0
29 Oct 2022
Non-Contrastive Self-supervised Learning for Utterance-Level Information Extraction from Speech
IEEE Journal on Selected Topics in Signal Processing (IEEE JSTSP), 2022
Jaejin Cho
Jesús Villalba
Laureano Moro-Velazquez
Najim Dehak
SSL
215
23
0
10 Aug 2022
Exploring linguistic feature and model combination for speech recognition based automatic AD detection
Interspeech (Interspeech), 2022
Yi Wang
Tianzi Wang
Zi Ye
Lingwei Meng
Shoukang Hu
Xixin Wu
Xunying Liu
Helen M. Meng
173
25
0
28 Jun 2022
Data Augmentation for Dementia Detection in Spoken Language
Interspeech (Interspeech), 2022
Anna Hlédiková
Dominika Woszczyk
Alican Acman
Soteris Demetriou
Björn Schuller
162
18
0
26 Jun 2022
Conformer Based Elderly Speech Recognition System for Alzheimer's Disease Detection
Interspeech (Interspeech), 2022
Tianzi Wang
Jiajun Deng
Mengzhe Geng
Zi Ye
Shoukang Hu
Yi Wang
Mingyu Cui
Zengrui Jin
Xunying Liu
Helen M. Meng
160
26
0
23 Jun 2022
Automated Evaluation of Standardized Dementia Screening Tests
Interspeech (Interspeech), 2022
Franziska Braun
Markus Förstel
B. Oppermann
Andreas Erzigkeit
Thomas Hillemacher
Hartmut Lehfeld
Korbinian Riedhammer
112
4
0
13 Jun 2022
Going Beyond the Cookie Theft Picture Test: Detecting Cognitive Impairments using Acoustic Features
International Conference on Text, Speech and Dialogue (TSD), 2022
Franziska Braun
Andreas Erzigkeit
Hartmut Lehfeld
Thomas Hillemacher
Korbinian Riedhammer
Sebastian P. Bayerl
116
12
0
10 Jun 2022
Impact of Environmental Noise on Alzheimer's Disease Detection from Speech: Should You Let a Baby Cry?
Jekaterina Novikova
183
0
0
31 Mar 2022
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