Detecting Dementia from Speech and Transcripts using Transformers

27 October 2021

Papers citing "Detecting Dementia from Speech and Transcripts using Transformers"

11 / 11 papers shown

Title
Dementia Insights: A Context-Based MultiModal Approach Sahar Sinene Mehdoui Abdelhamid Bouzid Daniel Sierra-Sosa Adel Elmaghraby 64 0 0 03 Mar 2025
Deep Insights into Cognitive Decline: A Survey of Leveraging Non-Intrusive Modalities with Deep Learning Techniques David Ortiz-Perez Manuel Benavent-Lledo José García Rodríguez David Tomás M. Flores Vizcaya-Moreno 34 0 0 24 Oct 2024
Depression detection in social media posts using transformer-based models and auxiliary features Marios Kerasiotis Loukas Ilias D. Askounis 23 4 0 30 Sep 2024
Voice Disorder Analysis: a Transformer-based Approach Alkis Koudounas Gabriele Ciravegna M. Fantini G. Succo Erika Crosetti Tania Cerquitelli Elena Baralis 27 3 0 20 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
AI and Non AI Assessments for Dementia M. Parsapoor Hamed Ghodrati Vincenzo Dentamaro C. Madan Ioulietta Lazarou S. Nikolopoulos Y. Kompatsiaris 24 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 Loukas Ilias D. Askounis 28 9 0 25 May 2023
SpeechFormer++: A Hierarchical Efficient Framework for Paralinguistic Speech Processing Weidong Chen Xiaofen Xing Xiangmin Xu Jianxin Pang Lan Du 30 38 0 27 Feb 2023
Alzheimer's Dementia Detection through Spontaneous Dialogue with Proactive Robotic Listeners Yuanchao Li Catherine Lai Divesh Lala K. Inoue Tatsuya Kawahara 22 11 0 15 Nov 2022
Leveraging Acoustic and Linguistic Embeddings from Pretrained speech and language Models for Intent Classification Bidisha Sharma Maulik C. Madhavi Haizhou Li 16 19 0 15 Feb 2021
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,220 0 16 Nov 2016