Contrastive Semi-supervised Learning for ASR

9 March 2021

Papers citing "Contrastive Semi-supervised Learning for ASR"

20 / 20 papers shown

Title
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 221 5,767 0 20 Jun 2020
Improved Noisy Student Training for Automatic Speech Recognition Daniel S. Park Yu Zhang Ye Jia Wei Han Chung-Cheng Chiu Yue Liu Yonghui Wu Quoc V. Le 87 242 0 19 May 2020
Iterative Pseudo-Labeling for Speech Recognition Qiantong Xu Tatiana Likhomanenko Jacob Kahn Awni Y. Hannun Gabriel Synnaeve R. Collobert VLM 56 132 0 19 May 2020
Large scale weakly and semi-supervised learning for low-resource video ASR Kritika Singh Vimal Manohar Alex Xiao Sergey Edunov Ross B. Girshick Vitaliy Liptchinsky Christian Fuegen Yatharth Saraf Geoffrey Zweig Abdel-rahman Mohamed 53 9 0 16 May 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 139 4,520 0 23 Apr 2020
Deep Contextualized Acoustic Representations For Semi-Supervised Speech Recognition Shaoshi Ling Yuzong Liu Julian Salazar Katrin Kirchhoff SSL 56 139 0 03 Dec 2019
End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures Gabriel Synnaeve Qiantong Xu Jacob Kahn Tatiana Likhomanenko Edouard Grave Vineel Pratap Anuroop Sriram Vitaliy Liptchinsky R. Collobert SSL AI4TS 105 247 0 19 Nov 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 161 12,050 0 13 Nov 2019
Effectiveness of self-supervised pre-training for speech recognition Alexei Baevski Michael Auli Abdel-rahman Mohamed SSL 69 147 0 10 Nov 2019
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders Andy T. Liu Shu-Wen Yang Po-Han Chi Po-Chun Hsu Hung-yi Lee SSL 132 373 0 25 Oct 2019
Generative Pre-Training for Speech with Autoregressive Predictive Coding Yu-An Chung James R. Glass SSL 52 174 0 23 Oct 2019
Transformer-based Acoustic Modeling for Hybrid Speech Recognition Yongqiang Wang Abdel-rahman Mohamed Duc Le Chunxi Liu Alex Xiao ... Xiaohui Zhang Frank Zhang Christian Fuegen Geoffrey Zweig M. Seltzer 48 248 0 22 Oct 2019
From Senones to Chenones: Tied Context-Dependent Graphemes for Hybrid Speech Recognition Duc Le Xiaohui Zhang Weiyi Zheng C. Fügen Geoffrey Zweig M. Seltzer 60 63 0 02 Oct 2019
Self-Training for End-to-End Speech Recognition Jacob Kahn Ann Lee Awni Y. Hannun SSL 58 235 0 19 Sep 2019
SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition Daniel S. Park William Chan Yu Zhang Chung-Cheng Chiu Barret Zoph E. D. Cubuk Quoc V. Le VLM 159 3,451 0 18 Apr 2019
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 280 10,253 0 10 Jul 2018
Mixed Precision Training Paulius Micikevicius Sharan Narang Jonah Alben G. Diamos Erich Elsen ... Boris Ginsburg Michael Houston Oleksii Kuchaiev Ganesh Venkatesh Hao Wu 149 1,792 0 10 Oct 2017
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour Priya Goyal Piotr Dollár Ross B. Girshick P. Noordhuis Lukasz Wesolowski Aapo Kyrola Andrew Tulloch Yangqing Jia Kaiming He 3DH 120 3,675 0 08 Jun 2017
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.4K 149,842 0 22 Dec 2014
Do Deep Nets Really Need to be Deep? Lei Jimmy Ba R. Caruana 160 2,117 0 21 Dec 2013