Exploring Self-supervised Pre-trained ASR Models For Dysarthric and
Elderly Speech Recognition

Exploring Self-supervised Pre-trained ASR Models For Dysarthric and Elderly Speech Recognition

28 February 2023

Shujie Hu

Zengrui Jin

Jiajun Deng

Papers citing "Exploring Self-supervised Pre-trained ASR Models For Dysarthric and Elderly Speech Recognition"

10 / 10 papers shown

Title
CDSD: Chinese Dysarthria Speech Database Mengyi Sun Ming Gao Xinchen Kang Shiru Wang Jun Du Dengfeng Yao Su-Jing Wang 65 3 0 24 Oct 2023
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 43 9 0 23 Jun 2022
Exploiting Cross-domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition Shujie Hu Xurong Xie Mengzhe Geng Mingyu Cui Jiajun Deng Guinan Li Tianzi Wang Xunying Liu Helen Meng 43 8 0 15 Jun 2022
Speaker Adaptation Using Spectro-Temporal Deep Features for Dysarthric and Elderly Speech Recognition Mengzhe Geng Xurong Xie Zi Ye Tianzi Wang Guinan Li Shujie Hu Xunying Liu Helen Meng 38 29 0 21 Feb 2022
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 166 1,794 0 26 Oct 2021
Fine-tuning wav2vec2 for speaker recognition Nik Vaessen David A. van Leeuwen 64 107 0 30 Sep 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 108 2,879 0 14 Jun 2021
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 98 5,677 0 20 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 176 3,082 0 16 May 2020
Personalizing ASR for Dysarthric and Accented Speech with Limited Data Joel Shor Dotan Emanuel Oran Lang Omry Tuval Michael P. Brenner ... Maeve McNally Taylor Charbonneau Melissa Nollstadt Avinatan Hassidim Yossi Matias 19 105 0 31 Jul 2019