Detecting Dementia from Speech and Transcripts using Transformers

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Detecting Dementia from Speech and Transcripts using Transformers

27 October 2021

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

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Title
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 29 0 0 01 Jun 2025
MVP: Multi-source Voice Pathology detection Alkis Koudounas Moreno La Quatra Gabriele Ciravegna M. Fantini Erika Crosetti G. Succo Tania Cerquitelli Sabato Marco Siniscalchi Elena Baralis 34 0 0 26 May 2025
Dementia Insights: A Context-Based MultiModal Approach Sahar Sinene Mehdoui Abdelhamid Bouzid Daniel Sierra-Sosa Adel Elmaghraby 100 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 69 1 0 24 Oct 2024
Depression detection in social media posts using transformer-based models and auxiliary features Marios Kerasiotis Loukas Ilias D. Askounis 79 6 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 53 8 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 94 2 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 51 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 59 10 0 25 May 2023
SpeechFormer++: A Hierarchical Efficient Framework for Paralinguistic Speech Processing Weidong Chen Xiaofen Xing Xiangmin Xu Jianxin Pang Lan Du 76 40 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 53 12 0 15 Nov 2022