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Continuous Soft Pseudo-Labeling in ASR

11 November 2022

Papers citing "Continuous Soft Pseudo-Labeling in ASR"

23 / 23 papers shown

Title
Advancing Momentum Pseudo-Labeling with Conformer and Initialization Strategy Yosuke Higuchi Niko Moritz Jonathan Le Roux Takaaki Hori 78 12 0 11 Oct 2021
Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition Yosuke Higuchi Niko Moritz Jonathan Le Roux Takaaki Hori VLM 107 52 0 16 Jun 2021
Kaizen: Continuously improving teacher using Exponential Moving Average for semi-supervised speech recognition Vimal Manohar Tatiana Likhomanenko Qiantong Xu Wei-Ning Hsu R. Collobert Yatharth Saraf Geoffrey Zweig Abdel-rahman Mohamed 94 26 0 14 Jun 2021
CAPE: Encoding Relative Positions with Continuous Augmented Positional Embeddings Tatiana Likhomanenko Qiantong Xu Gabriel Synnaeve R. Collobert A. Rogozhnikov OOD ViT 78 59 0 06 Jun 2021
Rethinking Evaluation in ASR: Are Our Models Robust Enough? Tatiana Likhomanenko Qiantong Xu Vineel Pratap Paden Tomasello Jacob Kahn Gilad Avidov R. Collobert Gabriel Synnaeve 121 98 0 22 Oct 2020
SlimIPL: Language-Model-Free Iterative Pseudo-Labeling Tatiana Likhomanenko Qiantong Xu Jacob Kahn Gabriel Synnaeve R. Collobert VLM 93 64 0 22 Oct 2020
Self-training and Pre-training are Complementary for Speech Recognition Qiantong Xu Alexei Baevski Tatiana Likhomanenko Paden Tomasello Alexis Conneau R. Collobert Gabriel Synnaeve Michael Auli SSL VLM 133 173 0 22 Oct 2020
Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition Yu Zhang James Qin Daniel S. Park Wei Han Chung-Cheng Chiu Ruoming Pang Quoc V. Le Yonghui Wu VLM SSL 202 310 0 20 Oct 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 100 243 0 19 May 2020
Iterative Pseudo-Labeling for Speech Recognition Qiantong Xu Tatiana Likhomanenko Jacob Kahn Awni Y. Hannun Gabriel Synnaeve R. Collobert VLM 70 134 0 19 May 2020
Semi-Supervised Speech Recognition via Local Prior Matching Wei-Ning Hsu Ann Lee Gabriel Synnaeve Awni Y. Hannun SSL 109 31 0 24 Feb 2020
Semi-supervised ASR by End-to-end Self-training Yang Chen Weiran Wang Chao Wang 57 53 0 24 Jan 2020
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence Kihyuk Sohn David Berthelot Chun-Liang Li Zizhao Zhang Nicholas Carlini E. D. Cubuk Alexey Kurakin Han Zhang Colin Raffel AAML 160 3,572 0 21 Jan 2020
Libri-Light: A Benchmark for ASR with Limited or No Supervision Jacob Kahn M. Rivière Weiyi Zheng Evgeny Kharitonov Qiantong Xu ... Tatiana Likhomanenko Gabriel Synnaeve Armand Joulin Abdel-rahman Mohamed Emmanuel Dupoux AuLLM 73 672 0 17 Dec 2019
ReMixMatch: Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring David Berthelot Nicholas Carlini E. D. Cubuk Alexey Kurakin Kihyuk Sohn Han Zhang Colin Raffel 97 683 0 21 Nov 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 115 247 0 19 Nov 2019
Self-Training for End-to-End Speech Recognition Jacob Kahn Ann Lee Awni Y. Hannun SSL 58 236 0 19 Sep 2019
MixMatch: A Holistic Approach to Semi-Supervised Learning David Berthelot Nicholas Carlini Ian Goodfellow Nicolas Papernot Avital Oliver Colin Raffel 151 3,033 0 06 May 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 177 3,465 0 18 Apr 2019
Self-Attention with Relative Position Representations Peter Shaw Jakob Uszkoreit Ashish Vaswani 177 2,295 0 06 Mar 2018
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 156 2,269 0 05 Aug 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 362 19,723 0 09 Mar 2015
Sequence Transduction with Recurrent Neural Networks Alex Graves 191 1,871 0 14 Nov 2012