Speaker adaptation for Wav2vec2 based dysarthric ASR

Speaker adaptation for Wav2vec2 based dysarthric ASR

2 April 2022

Papers citing "Speaker adaptation for Wav2vec2 based dysarthric ASR"

17 / 17 papers shown

Title
Fine-Tuning Automatic Speech Recognition for People with Parkinson's: An Effective Strategy for Enhancing Speech Technology Accessibility Xiuwen Zheng Bornali Phukon Mark Hasegawa-Johnson 19 0 0 29 Sep 2024
Self-supervised ASR Models and Features For Dysarthric and Elderly Speech Recognition Shujie Hu Xurong Xie Mengzhe Geng Zengrui Jin Jiajun Deng ... Yi Wang Mingyu Cui Tianzi Wang Helen Meng Xunying Liu 43 5 0 03 Jul 2024
Inclusive ASR for Disfluent Speech: Cascaded Large-Scale Self-Supervised Learning with Targeted Fine-Tuning and Data Augmentation Dena F. Mujtaba N. Mahapatra Megan Arney J Scott Yaruss Caryn Herring Jia Bin 29 1 0 14 Jun 2024
Perceiver-Prompt: Flexible Speaker Adaptation in Whisper for Chinese Disordered Speech Recognition Yicong Jiang Tianzi Wang Xurong Xie Juan Liu Wei Sun Nan Yan Hui Chen Lan Wang Xunying Liu Feng Tian 21 2 0 14 Jun 2024
Enhancing Pre-trained ASR System Fine-tuning for Dysarthric Speech Recognition using Adversarial Data Augmentation Huimeng Wang Zengrui Jin Mengzhe Geng Shujie Hu Guinan Li Tianzi Wang Haoning Xu Xunying Liu 19 10 0 01 Jan 2024
Personalizing Keyword Spotting with Speaker Information Beltrán Labrador Pai Zhu Guanlong Zhao Angelo Scorza Scarpati Quan Wang Alicia Lozano-Diez Alex Park Ignacio López Moreno 18 1 0 06 Nov 2023
CDSD: Chinese Dysarthria Speech Database Mengyi Sun Ming Gao Xinchen Kang Shiru Wang Jun Du Dengfeng Yao Su-Jing Wang 25 3 0 24 Oct 2023
Factorised Speaker-environment Adaptive Training of Conformer Speech Recognition Systems Jiajun Deng Guinan Li Xurong Xie Zengrui Jin Mingyu Cui Tianzi Wang Shujie Hu Mengzhe Geng Xunying Liu BDL 19 1 0 26 Jun 2023
Unsupervised speech intelligibility assessment with utterance level alignment distance between teacher and learner Wav2Vec-2.0 representations Nayan Anand Meenakshi Sirigiraju Chiranjeevi Yarra 25 1 0 15 Jun 2023
Parameter-efficient Dysarthric Speech Recognition Using Adapter Fusion and Householder Transformation Jinzi Qi Hugo Van hamme 38 3 0 12 Jun 2023
Latent Phrase Matching for Dysarthric Speech Colin S. Lea Dianna Yee Jaya Narain Zifang Huang Lauren Tooley Jeffrey P. Bigham Leah Findlater 19 4 0 08 Jun 2023
Debiased Automatic Speech Recognition for Dysarthric Speech via Sample Reweighting with Sample Affinity Test Eungbeom Kim Yunkee Chae Jaeheon Sim Kyogu Lee 15 1 0 22 May 2023
Use of Speech Impairment Severity for Dysarthric Speech Recognition Mengzhe Geng Zengrui Jin Tianzi Wang Shujie Hu Jiajun Deng Mingyu Cui Guinan Li Jianwei Yu Xurong Xie Xunying Liu 13 9 0 18 May 2023
Exploring Self-supervised Pre-trained ASR Models For Dysarthric and Elderly Speech Recognition Shujie Hu Xurong Xie Zengrui Jin Mengzhe Geng Yi Wang Mingyu Cui Jiajun Deng Xunying Liu Helen M. Meng 19 30 0 28 Feb 2023
Confidence Score Based Speaker Adaptation of Conformer Speech Recognition Systems Jiajun Deng Xurong Xie Tianzi Wang Mingyu Cui Boyang Xue Zengrui Jin Guinan Li Shujie Hu Xunying Liu 26 5 0 15 Feb 2023
Speaker Adaptation for End-To-End Speech Recognition Systems in Noisy Environments Dominik Wagner Ilja Baumann Sebastian P. Bayerl K. Riedhammer Tobias Bocklet 29 2 0 16 Nov 2022
On-the-Fly Feature Based Rapid Speaker Adaptation for Dysarthric and Elderly Speech Recognition Mengzhe Geng Xurong Xie Rongfeng Su Jianwei Yu Zengrui Jin Tianzi Wang Shujie Hu Zi Ye Helen M. Meng Xunying Liu 24 5 0 28 Mar 2022