Investigation of Data Augmentation Techniques for Disordered Speech
Recognition

Investigation of Data Augmentation Techniques for Disordered Speech Recognition

Interspeech (Interspeech), 2020

14 January 2022

ArXiv (abs)PDF HTML

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

18 / 18 papers shown

Title
Fairness in Dysarthric Speech Synthesis: Understanding Intrinsic Bias in Dysarthric Speech Cloning using F5-TTS Anuprabha M Krishna Gurugubelli A. Vuppala 88 1 0 07 Aug 2025
On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Shujie Hu Xurong Xie Mengzhe Geng Jiajun Deng Huimeng Wang ... Chengxi Deng Tianzi Wang Mingyu Cui Helen M. Meng Xunying Liu 140 0 0 28 May 2025
Accurate synthesis of Dysarthric Speech for ASR data augmentationSpeech Communication (Speech Commun.), 2023 M. Soleymanpour Michael T. Johnson Rahim Soleymanpour J. Berry 176 14 0 16 Aug 2023
Hyper-parameter Adaptation of Conformer ASR Systems for Elderly and Dysarthric Speech RecognitionInterspeech (Interspeech), 2023 Tianzi Wang Shoukang Hu Jiajun Deng Zengrui Jin Mengzhe Geng Yi Wang Helen M. Meng Xunying Liu 205 10 0 27 Jun 2023
Debiased Automatic Speech Recognition for Dysarthric Speech via Sample Reweighting with Sample Affinity TestInterspeech (Interspeech), 2023 Eungbeom Kim Yunkee Chae Jaeheon Sim Kyogu Lee 254 4 0 22 May 2023
Exploring Self-supervised Pre-trained ASR Models For Dysarthric and Elderly Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Shujie Hu Xurong Xie Zengrui Jin Mengzhe Geng Yi Wang Mingyu Cui Jiajun Deng Xunying Liu Helen M. Meng 142 44 0 28 Feb 2023
Adversarial Data Augmentation Using VAE-GAN for Disordered Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Zengrui Jin Xurong Xie Mengzhe Geng Tianzi Wang Shujie Hu Jiajun Deng Guinan Li Xunying Liu DRL 262 23 0 03 Nov 2022
Cross-lingual Dysarthria Severity Classification for English, Korean, and TamilAsia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2022 Eunjung Yeo Kwanghee Choi Sunhee Kim Minhwa Chung 187 11 0 26 Sep 2022
Conformer Based Elderly Speech Recognition System for Alzheimer's Disease DetectionInterspeech (Interspeech), 2022 Tianzi Wang Jiajun Deng Mengzhe Geng Zi Ye Shoukang Hu Yi Wang Mingyu Cui Zengrui Jin Xunying Liu Helen M. Meng 136 26 0 23 Jun 2022
Exploiting Cross-domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech RecognitionInterspeech (Interspeech), 2022 Shujie Hu Xurong Xie Mengzhe Geng Mingyu Cui Jiajun Deng Guinan Li Tianzi Wang Xunying Liu Helen Meng 154 10 0 15 Jun 2022
Personalized Adversarial Data Augmentation for Dysarthric and Elderly Speech RecognitionIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022 Zengrui Jin Mengzhe Geng Jiajun Deng Tianzi Wang Shujie Hu Guinan Li Xunying Liu 202 38 0 13 May 2022
Exploiting Cross Domain Acoustic-to-articulatory Inverted Features For Disordered Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Shujie Hu Shansong Liu Xurong Xie Mengzhe Geng Tianzi Wang Shoukang Hu Mingyu Cui Xunying Liu Helen Meng 73 19 0 19 Mar 2022
Speaker Adaptation Using Spectro-Temporal Deep Features for Dysarthric and Elderly Speech RecognitionIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022 Mengzhe Geng Xurong Xie Zi Ye Tianzi Wang Guinan Li Shujie Hu Xunying Liu Helen Meng 175 48 0 21 Feb 2022
Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech RecognitionInterspeech (Interspeech), 2021 Xurong Xie Rukiye Ruzi Xunying Liu Lan Wang DRL 165 12 0 24 Jan 2022
Recent Progress in the CUHK Dysarthric Speech Recognition SystemIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022 Shansong Liu Mengzhe Geng Shoukang Hu Xurong Xie Mingyu Cui Jianwei Yu Xunying Liu Helen Meng 145 81 0 15 Jan 2022
Spectro-Temporal Deep Features for Disordered Speech Assessment and RecognitionInterspeech (Interspeech), 2021 Mengzhe Geng Shansong Liu Jianwei Yu Xurong Xie Shoukang Hu Zi Ye Zengrui Jin Xunying Liu Helen Meng 111 22 0 14 Jan 2022
Neural Architecture Search For LF-MMI Trained Time Delay Neural NetworksIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022 Shou-Yong Hu Xurong Xie Mingyu Cui Jiajun Deng Shansong Liu Jianwei Yu Mengzhe Geng Xunying Liu Helen Meng 203 27 0 08 Jan 2022
Adversarial Data Augmentation for Disordered Speech Recognition Zengrui Jin Mengzhe Geng Xurong Xie Jianwei Yu Shansong Liu Xunying Liu Helen Meng 106 45 0 02 Aug 2021