Debiased Automatic Speech Recognition for Dysarthric Speech via Sample
Reweighting with Sample Affinity Test

Debiased Automatic Speech Recognition for Dysarthric Speech via Sample Reweighting with Sample Affinity Test

22 May 2023

Papers citing "Debiased Automatic Speech Recognition for Dysarthric Speech via Sample Reweighting with Sample Affinity Test"

15 / 15 papers shown

Title
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 38 32 0 28 Feb 2023
Robust Speech Recognition via Large-Scale Weak Supervision Alec Radford Jong Wook Kim Tao Xu Greg Brockman C. McLeavey Ilya Sutskever OffRL 183 3,684 0 06 Dec 2022
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 77 17 0 03 Nov 2022
MaskTune: Mitigating Spurious Correlations by Forcing to Explore Saeid Asgari Taghanaki Aliasghar Khani Fereshte Khani A. Gholami Linh-Tam Tran Ali Mahdavi-Amiri Ghassan Hamarneh AAML 65 48 0 30 Sep 2022
Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition Abner Hernandez Paula Andrea Pérez-Toro Elmar Nöth J. Orozco-Arroyave Andreas Maier S. Yang 32 41 0 04 Apr 2022
Speaker adaptation for Wav2vec2 based dysarthric ASR M. Baskar Tim Herzig Diana Nguyen Mireia Díez Tim Polzehl L. Burget J. Černocký 58 31 0 02 Apr 2022
Investigating Self-supervised Pretraining Frameworks for Pathological Speech Recognition Lester Phillip Violeta Wen-Chin Huang Tomoki Toda 60 34 0 29 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 59 32 0 21 Feb 2022
Investigation of Data Augmentation Techniques for Disordered Speech Recognition Mengzhe Geng Xurong Xie Shansong Liu Jianwei Yu Shoukang Hu Xunying Liu Helen Meng 54 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 64 22 0 14 Jan 2022
Efficiently Identifying Task Groupings for Multi-Task Learning Christopher Fifty Ehsan Amid Zhe Zhao Tianhe Yu Rohan Anil Chelsea Finn 277 254 1 10 Sep 2021
Adversarial Data Augmentation for Disordered Speech Recognition Zengrui Jin Mengzhe Geng Xurong Xie Jianwei Yu Shansong Liu Xunying Liu Helen Meng 39 37 0 02 Aug 2021
Just Train Twice: Improving Group Robustness without Training Group Information Emmy Liu Behzad Haghgoo Annie S. Chen Aditi Raghunathan Pang Wei Koh Shiori Sagawa Percy Liang Chelsea Finn OOD 91 561 0 19 Jul 2021
Quantifying Bias in Automatic Speech Recognition Siyuan Feng O. Kudina B. Halpern O. Scharenborg 63 87 0 28 Mar 2021
Recognition in Terra Incognita Sara Beery Grant Van Horn Pietro Perona 92 849 0 13 Jul 2018