Conformer Based Elderly Speech Recognition System for Alzheimer's Disease Detection

23 June 2022

Tianzi Wang

Jiajun Deng

Zengrui Jin

Papers citing "Conformer Based Elderly Speech Recognition System for Alzheimer's Disease Detection"

21 / 21 papers shown

Title
Exploring linguistic feature and model combination for speech recognition based automatic AD detection Yi Wang Tianzi Wang Zi Ye Lingwei Meng Shoukang Hu Xixin Wu Xunying Liu Helen M. Meng 68 20 0 28 Jun 2022
Two-pass Decoding and Cross-adaptation Based System Combination of End-to-end Conformer and Hybrid TDNN ASR Systems Mingyu Cui Jiajun Deng Shoukang Hu Xurong Xie Tianzi Wang Shujie Hu Mengzhe Geng Boyang Xue Xunying Liu Helen M. Meng 73 9 0 23 Jun 2022
Investigation of Data Augmentation Techniques for Disordered Speech Recognition Mengzhe Geng Xurong Xie Shansong Liu Jianwei Yu Shoukang Hu Xunying Liu Helen Meng 61 59 0 14 Jan 2022
Spectro-Temporal Deep Features for Disordered Speech Assessment and Recognition Mengzhe Geng Shansong Liu Jianwei Yu Xurong Xie Shoukang Hu Zi Ye Zengrui Jin Xunying Liu Helen Meng 66 22 0 14 Jan 2022
Neural Architecture Search For LF-MMI Trained Time Delay Neural Networks Shou-Yong Hu Xurong Xie Mingyu Cui Jiajun Deng Shansong Liu Jianwei Yu Mengzhe Geng Xunying Liu Helen Meng 80 27 0 08 Jan 2022
Comparing Acoustic-based Approaches for Alzheimer's Disease Detection Aparna Balagopalan Jekaterina Novikova 55 43 0 03 Jun 2021
Detecting cognitive decline using speech only: The ADReSSo Challenge Saturnino Luz F. Haider S. D. L. Fuente Davida Fromm B. MacWhinney 85 156 0 23 Mar 2021
Bayesian Learning for Deep Neural Network Adaptation Xurong Xie Xunying Liu Tan Lee Lan Wang BDL 63 21 0 14 Dec 2020
Recent Developments on ESPnet Toolkit Boosted by Conformer Pengcheng Guo Florian Boyer Xuankai Chang Tomoki Hayashi Yosuke Higuchi ... Jing Shi Shinji Watanabe Kun Wei Wangyou Zhang Yuekai Zhang 81 263 0 26 Oct 2020
Comparing Natural Language Processing Techniques for Alzheimer's Dementia Prediction in Spontaneous Speech Thomas Searle Zina M. Ibrahim Richard J. B. Dobson 40 46 0 12 Jun 2020
Conformer: Convolution-augmented Transformer for Speech Recognition Anmol Gulati James Qin Chung-Cheng Chiu Niki Parmar Yu Zhang ... Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu Ruoming Pang 229 3,160 0 16 May 2020
Alzheimer's Dementia Recognition through Spontaneous Speech: The ADReSS Challenge Saturnino Luz F. Haider S. D. L. Fuente Davida Fromm B. MacWhinney 50 266 0 14 Apr 2020
Integrating Source-channel and Attention-based Sequence-to-sequence Models for Speech Recognition Qiujia Li Chao Zhang P. Woodland 57 20 0 14 Sep 2019
Two-Pass End-to-End Speech Recognition Tara N. Sainath Ruoming Pang David Rybach Yanzhang He Rohit Prabhavalkar ... Qiao Liang Trevor Strohman Yonghui Wu Ian McGraw Chung-Cheng Chiu 82 148 0 29 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 697 24,557 0 26 Jul 2019
Single Path One-Shot Neural Architecture Search with Uniform Sampling Zichao Guo Xiangyu Zhang Haoyuan Mu Wen Heng Zechun Liu Yichen Wei Jian Sun 106 940 0 31 Mar 2019
SNAS: Stochastic Neural Architecture Search Sirui Xie Hehui Zheng Chunxiao Liu Liang Lin 89 940 0 24 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
DARTS: Differentiable Architecture Search Hanxiao Liu Karen Simonyan Yiming Yang 206 4,375 0 24 Jun 2018
ESPnet: End-to-End Speech Processing Toolkit Shinji Watanabe Takaaki Hori Shigeki Karita Tomoki Hayashi Jiro Nishitoba ... Jahn Heymann Sanjeev Khudanpur Nanxin Chen Adithya Renduchintala Tsubasa Ochiai VLM 120 1,514 0 30 Mar 2018
Learning Hidden Unit Contributions for Unsupervised Acoustic Model Adaptation P. Swietojanski Jinyu Li Steve Renals 94 145 0 12 Jan 2016