Investigation of Data Augmentation Techniques for Disordered Speech Recognition

14 January 2022

Papers citing "Investigation of Data Augmentation Techniques for Disordered Speech Recognition"

29 / 29 papers shown

Title
Adaptive Data Augmentation with NaturalSpeech3 for Far-field Speaker Verification Li Zhang Jiyao Liu Lei Xie 39 0 0 15 Jan 2025
Not All Errors Are Equal: Investigation of Speech Recognition Errors in Alzheimer's Disease Detection Jiawen Kang Junan Li Jinchao Li Xixin Wu Helen Meng 70 0 0 09 Dec 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
Training Data Augmentation for Dysarthric Automatic Speech Recognition by Text-to-Dysarthric-Speech Synthesis Wing-Zin Leung Mattias Cross Anton Ragni Stefan Goetze 24 4 0 12 Jun 2024
A Comprehensive Investigation on Speaker Augmentation for Speaker Recognition Zhenyu Zhou Shibiao Xu Shi Yin Lantian Li D. Wang 42 0 0 11 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
Towards Automatic Data Augmentation for Disordered Speech Recognition Zengrui Jin Xurong Xie Tianzi Wang Mengzhe Geng Jiajun Deng Guinan Li Shujie Hu Xunying Liu 26 2 0 14 Dec 2023
No Pitch Left Behind: Addressing Gender Unbalance in Automatic Speech Recognition through Pitch Manipulation Dennis Fucci Marco Gaido Matteo Negri Mauro Cettolo L. Bentivogli 26 5 0 10 Oct 2023
Accurate synthesis of Dysarthric Speech for ASR data augmentation M. Soleymanpour Michael T. Johnson Rahim Soleymanpour J. Berry 16 2 0 16 Aug 2023
Hyper-parameter Adaptation of Conformer ASR Systems for Elderly and Dysarthric Speech Recognition Tianzi Wang Shoukang Hu Jiajun Deng Zengrui Jin Mengzhe Geng Yi Wang Helen M. Meng Xunying Liu 20 5 0 27 Jun 2023
Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation Massa Baali Ibrahim Almakky Shady Shehata Fakhri Karray 32 1 0 07 Jun 2023
Debiased Automatic Speech Recognition for Dysarthric Speech via Sample Reweighting with Sample Affinity Test Eungbeom Kim Yunkee Chae Jaeheon Sim Kyogu Lee 17 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
Adversarial Data Augmentation Using VAE-GAN for Disordered Speech Recognition Zengrui Jin Xurong Xie Mengzhe Geng Tianzi Wang Shujie Hu Jiajun Deng Guinan Li Xunying Liu DRL 22 16 0 03 Nov 2022
Cross-lingual Dysarthria Severity Classification for English, Korean, and Tamil E. Yeo Kwanghee Choi Sunhee Kim Minhwa Chung 26 8 0 26 Sep 2022
Conformer Based Elderly Speech Recognition System for Alzheimer's Disease Detection Tianzi Wang Jiajun Deng Mengzhe Geng Zi Ye Shoukang Hu Yi Wang Mingyu Cui Zengrui Jin Xunying Liu Helen M. Meng 28 20 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 14 7 0 15 Jun 2022
Personalized Adversarial Data Augmentation for Dysarthric and Elderly Speech Recognition Zengrui Jin Mengzhe Geng Jiajun Deng Tianzi Wang Shujie Hu Guinan Li Xunying Liu 19 19 0 13 May 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 30 5 0 28 Mar 2022
SpeechSplit 2.0: Unsupervised speech disentanglement for voice conversion Without tuning autoencoder Bottlenecks Chak Ho Chan Kaizhi Qian Yang Zhang M. Hasegawa-Johnson DRL 14 44 0 26 Mar 2022
Exploiting Cross Domain Acoustic-to-articulatory Inverted Features For Disordered Speech Recognition Shujie Hu Shansong Liu Xurong Xie Mengzhe Geng Tianzi Wang Shoukang Hu Mingyu Cui Xunying Liu Helen Meng 14 14 0 19 Mar 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 17 28 0 21 Feb 2022
Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech Recognition Xurong Xie Rukiye Ruzi Xunying Liu Lan Wang DRL 13 12 0 24 Jan 2022
Recent Progress in the CUHK Dysarthric Speech Recognition System Shansong Liu Mengzhe Geng Shoukang Hu Xurong Xie Mingyu Cui Jianwei Yu Xunying Liu Helen Meng 11 58 0 15 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 26 21 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 41 26 0 08 Jan 2022
Significance of Data Augmentation for Improving Cleft Lip and Palate Speech Recognition Protima Nomo Sudro Rohan Kumar Das R. Sinha S. M. I. S. R. Mahadeva Prasanna 16 5 0 02 Oct 2021
Adversarial Data Augmentation for Disordered Speech Recognition Zengrui Jin Mengzhe Geng Xurong Xie Jianwei Yu Shansong Liu Xunying Liu Helen Meng 9 35 0 02 Aug 2021