Weak-Supervised Dysarthria-invariant Features for Spoken Language Understanding using an FHVAE and Adversarial Training

24 October 2022

Papers citing "Weak-Supervised Dysarthria-invariant Features for Spoken Language Understanding using an FHVAE and Adversarial Training"

15 / 15 papers shown

Title
Personalized Adversarial Data Augmentation for Dysarthric and Elderly Speech Recognition Zengrui Jin Mengzhe Geng Jiajun Deng Tianzi Wang Shujie Hu Guinan Li Xunying Liu 42 20 0 13 May 2022
A Scalable Model Specialization Framework for Training and Inference using Submodels and its Application to Speech Model Personalization Fadi Biadsy Youzheng Chen Xia Zhang Oleg Rybakov Andrew Rosenberg Pedro J. Moreno 61 13 0 23 Mar 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 57 6 0 02 Oct 2021
Residual Adapters for Parameter-Efficient ASR Adaptation to Atypical and Accented Speech Katrin Tomanek Vicky Zayats Dirk Padfield K. Vaillancourt Fadi Biadsy 75 57 0 14 Sep 2021
Adversarial Data Augmentation for Disordered Speech Recognition Zengrui Jin Mengzhe Geng Xurong Xie Jianwei Yu Shansong Liu Xunying Liu Helen Meng 27 35 0 02 Aug 2021
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 188 3,082 0 16 May 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 81 829 0 20 Jan 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 23 105 0 31 Jul 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 914 93,936 0 11 Oct 2018
Unsupervised Representation Learning of Speech for Dialect Identification Suwon Shon Wei-Ning Hsu James R. Glass 29 13 0 12 Sep 2018
Capsule Networks for Low Resource Spoken Language Understanding Vincent Renkens Hugo Van hamme 23 35 0 08 May 2018
Scalable Factorized Hierarchical Variational Autoencoder Training Wei-Ning Hsu James R. Glass BDL 26 23 0 09 Apr 2018
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 102 4,584 0 26 Oct 2017
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data Wei-Ning Hsu Yu Zhang James R. Glass BDL SSL 60 351 0 22 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 430 129,831 0 12 Jun 2017