Comparing Acoustic-based Approaches for Alzheimer's Disease Detection

Comparing Acoustic-based Approaches for Alzheimer's Disease Detection

3 June 2021

Aparna Balagopalan

Jekaterina Novikova

Papers citing "Comparing Acoustic-based Approaches for Alzheimer's Disease Detection"

15 / 15 papers shown

Title
A Dual-Stage Time-Context Network for Speech-Based Alzheimer's Disease Detection Yifan Gao Long Guo Hong Liu 98 0 0 18 Feb 2025
Swin-BERT: A Feature Fusion System designed for Speech-based Alzheimer's Dementia Detection Yilin Pan Yanpei Shi Yijia Zhang Mingyu Lu 35 0 0 09 Oct 2024
Infusing Acoustic Pause Context into Text-Based Dementia Assessment Franziska Braun Sebastian P. Bayerl Florian Honig Hartmut Lehfeld Thomas Hillemacher Tobias Bocklet Korbinian Riedhammer 29 1 0 27 Aug 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 29 1 0 26 Jun 2024
HAFFormer: A Hierarchical Attention-Free Framework for Alzheimer's Disease Detection From Spontaneous Speech Zhongren Dong Zixing Zhang Weixiang Xu Jing Han Jianjun Ou Björn W. Schuller 40 1 0 07 May 2024
Learning Co-Speech Gesture for Multimodal Aphasia Type Detection Daeun Lee Sejung Son Hyolim Jeon Seungbae Kim Jinyoung Han 21 3 0 18 Oct 2023
Classifying Dementia in the Presence of Depression: A Cross-Corpus Study Franziska Braun Sebastian P. Bayerl Paula Andrea Pérez-Toro Florian Honig Hartmut Lehfeld Thomas Hillemacher Elmar Nöth Tobias Bocklet Korbinian Riedhammer 19 5 0 16 Aug 2023
Leveraging Pretrained Representations with Task-related Keywords for Alzheimer's Disease Detection Jinchao Li Kaitao Song Junan Li Bo Zheng Dongsheng Li Xixin Wu Xunying Liu Helen M. Meng 34 12 0 14 Mar 2023
Cost-effective Models for Detecting Depression from Speech Mashrura Tasnim Jekaterina Novikova 29 4 0 18 Feb 2023
Data-driven Approach to Differentiating between Depression and Dementia from Noisy Speech and Language Data Malikeh Ehghaghi Frank Rudzicz Jekaterina Novikova 29 5 0 07 Oct 2022
Conformer Based Elderly Speech Recognition System for Alzheimer's Disease Detection Tianzi Wang Jiajun Deng Mengzhe Geng Zi Ye Shoukang Hu Yi Wang Mingyu Cui Zengrui Jin Xunying Liu Helen M. Meng 33 20 0 23 Jun 2022
Nonwords Pronunciation Classification in Language Development Tests for Preschool Children Ilja Baumann Dominik Wagner Sebastian P. Bayerl Tobias Bocklet 24 5 0 16 Jun 2022
BYOL for Audio: Exploring Pre-trained General-purpose Audio Representations Daisuke Niizumi Daiki Takeuchi Yasunori Ohishi N. Harada K. Kashino SSL 36 53 0 15 Apr 2022
Impact of Environmental Noise on Alzheimer's Disease Detection from Speech: Should You Let a Baby Cry? Jekaterina Novikova 24 0 0 31 Mar 2022
Detecting Dementia from Speech and Transcripts using Transformers Loukas Ilias D. Askounis J. Psarras 16 32 0 27 Oct 2021