HAFFormer: A Hierarchical Attention-Free Framework for Alzheimer's Disease Detection From Spontaneous Speech

7 May 2024

Björn W. Schuller

Papers citing "HAFFormer: A Hierarchical Attention-Free Framework for Alzheimer's Disease Detection From Spontaneous Speech"

21 / 21 papers shown

Title
A Systematic Review of NLP for Dementia -- Tasks, Datasets and Opportunities Lotem Peled-Cohen Roi Reichart 48 1 0 29 Sep 2024
RepViT: Revisiting Mobile CNN From ViT Perspective Ao Wang Hui Chen Zijia Lin Hengjun Pu Guiguang Ding 43 188 0 18 Jul 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 53 13 0 14 Mar 2023
Cross-lingual Alzheimer's Disease detection based on paralinguistic and pre-trained features Xuchu Chen Yujiang Pu Jinpeng Li Weiqiang Zhang 27 14 0 14 Mar 2023
Cross-Lingual Transfer Learning for Alzheimer's Detection From Spontaneous Speech Bastiaan Tamm Rik Vandenberghe Hugo Van hamme 47 12 0 06 Mar 2023
WhisperX: Time-Accurate Speech Transcription of Long-Form Audio Max Bain Jaesung Huh Tengda Han Andrew Zisserman 66 221 0 01 Mar 2023
SpeechFormer++: A Hierarchical Efficient Framework for Paralinguistic Speech Processing Weidong Chen Xiaofen Xing Xiangmin Xu Jianxin Pang Lan Du 35 38 0 27 Feb 2023
Multilingual Alzheimer's Dementia Recognition through Spontaneous Speech: a Signal Processing Grand Challenge Saturnino Luz F. Haider Davida Fromm Ioulietta Lazarou Y. Kompatsiaris B. MacWhinney 21 26 0 13 Jan 2023
PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 307 6,132 0 05 Apr 2022
HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection Ke Chen Xingjian Du Bilei Zhu Zejun Ma Taylor Berg-Kirkpatrick Shlomo Dubnov ViT 132 268 0 02 Feb 2022
LaMDA: Language Models for Dialog Applications R. Thoppilan Daniel De Freitas Jamie Hall Noam M. Shazeer Apoorv Kulshreshtha ... Blaise Aguera-Arcas Claire Cui M. Croak Ed H. Chi Quoc Le ALM 96 1,577 0 20 Jan 2022
MetaFormer Is Actually What You Need for Vision Weihao Yu Mi Luo Pan Zhou Chenyang Si Yichen Zhou Xinchao Wang Jiashi Feng Shuicheng Yan 123 893 0 22 Nov 2021
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale Arun Babu Changhan Wang Andros Tjandra Kushal Lakhotia Qiantong Xu ... Yatharth Saraf J. Pino Alexei Baevski Alexis Conneau Michael Auli SSL 61 678 0 17 Nov 2021
Detecting Dementia from Speech and Transcripts using Transformers Loukas Ilias D. Askounis J. Psarras 29 34 0 27 Oct 2021
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing Sanyuan Chen Chengyi Wang Zhengyang Chen Yu-Huan Wu Shujie Liu ... Yao Qian Jian Wu Micheal Zeng Xiangzhan Yu Furu Wei SSL 171 1,794 0 26 Oct 2021
Alzheimer's Dementia Recognition Using Acoustic, Lexical, Disfluency and Speech Pause Features Robust to Noisy Inputs Morteza Rohanian Julian Hough Matt Purver 45 41 0 29 Jun 2021
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units Wei-Ning Hsu Benjamin Bolte Yao-Hung Hubert Tsai Kushal Lakhotia Ruslan Salakhutdinov Abdel-rahman Mohamed SSL 121 2,879 0 14 Jun 2021
Comparing Acoustic-based Approaches for Alzheimer's Disease Detection Aparna Balagopalan Jekaterina Novikova 34 41 0 03 Jun 2021
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 143 5,677 0 20 Jun 2020
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 129 19,124 0 13 Jan 2018
Language Modeling with Gated Convolutional Networks Yann N. Dauphin Angela Fan Michael Auli David Grangier 191 2,377 0 23 Dec 2016