Multi-modal fusion with gating using audio, lexical and disfluency features for Alzheimer's Dementia recognition from spontaneous speech

17 June 2021

Papers citing "Multi-modal fusion with gating using audio, lexical and disfluency features for Alzheimer's Dementia recognition from spontaneous speech"

15 / 15 papers shown

Title
Developing Conversational Speech Systems for Robots to Detect Speech Biomarkers of Cognition in People Living with Dementia Rohith Perumandla Young-Ho Bae Diego Izaguirre Esther Hwang Andrew Murphy Long-Jing Hsu Selma Sabanovic Casey C. Bennett 46 0 0 15 Feb 2025
Linguistic-Based Mild Cognitive Impairment Detection Using Informative Loss A. P. Fard Mohammad H. Mahoor Muath Alsuhaibani Hiroko H. Dodge 40 4 0 23 Jan 2024
Alzheimer Disease Classification through ASR-based Transcriptions: Exploring the Impact of Punctuation and Pauses Lucía Gómez Zaragozá Simone Wills Cristian Tejedor-García Javier Marín-Morales Mariano Alcañiz H. Strik 27 8 0 06 Jun 2023
Context-aware attention layers coupled with optimal transport domain adaptation and multimodal fusion methods for recognizing dementia from spontaneous speech Loukas Ilias D. Askounis 34 9 0 25 May 2023
Alzheimer's Dementia Detection through Spontaneous Dialogue with Proactive Robotic Listeners Yuanchao Li Catherine Lai Divesh Lala K. Inoue Tatsuya Kawahara 30 11 0 15 Nov 2022
A Multimodal Approach for Dementia Detection from Spontaneous Speech with Tensor Fusion Layer Loukas Ilias D. Askounis J. Psarras 13 8 0 08 Nov 2022
Detecting Dementia from Speech and Transcripts using Transformers Loukas Ilias D. Askounis J. Psarras 18 32 0 27 Oct 2021
Alzheimers Dementia Detection using Acoustic & Linguistic features and Pre-Trained BERT Akshay Valsaraj Ithihas Madala Nikhil Garg V. Baths 19 9 0 22 Sep 2021
Influence of ASR and Language Model on Alzheimer's Disease Detection Joan Codina-Filbà Guillermo Cámbara Jordi Luque Mireia Farrús 24 2 0 20 Sep 2021
Explainable Identification of Dementia from Transcripts using Transformer Networks Loukas Ilias D. Askounis 26 39 0 14 Sep 2021
Alzheimer's Dementia Recognition Using Acoustic, Lexical, Disfluency and Speech Pause Features Robust to Noisy Inputs Morteza Rohanian Julian Hough Matt Purver 35 40 0 29 Jun 2021
Uncertainty-Aware Boosted Ensembling in Multi-Modal Settings U. Sarawgi Rishab Khincha W. Zulfikar Satrajit S. Ghosh Pattie Maes UQCV 25 7 0 21 Apr 2021
Re-framing Incremental Deep Language Models for Dialogue Processing with Multi-task Learning Morteza Rohanian Julian Hough CLL 27 11 0 13 Nov 2020
Uncertainty-Aware Multi-Modal Ensembling for Severity Prediction of Alzheimer's Dementia U. Sarawgi W. Zulfikar Rishab Khincha Pattie Maes UQCV 14 2 0 03 Oct 2020
Why have a Unified Predictive Uncertainty? Disentangling it using Deep Split Ensembles U. Sarawgi W. Zulfikar Rishab Khincha Pattie Maes PER UQCV BDL UD 23 7 0 25 Sep 2020