Title
Speech SIMCLR: Combining Contrastive and Reconstruction Objective for Self-supervised Speech Representation Learning Dongwei Jiang Wubo Li Miao Cao Wei Zou Xiangang Li SSL 81 65 0 27 Oct 2020
Improving Streaming Automatic Speech Recognition With Non-Streaming Model Distillation On Unsupervised Data Thibault Doutre Wei Han Min Ma Zhiyun Lu Chung-Cheng Chiu Ruoming Pang A. Narayanan Ananya Misra Yu Zhang Liangliang Cao 117 23 0 22 Oct 2020
SlimIPL: Language-Model-Free Iterative Pseudo-Labeling Tatiana Likhomanenko Qiantong Xu Jacob Kahn Gabriel Synnaeve R. Collobert VLM 130 65 0 22 Oct 2020
Similarity Analysis of Self-Supervised Speech Representations Yu-An Chung Yonatan Belinkov James R. Glass SSL 118 37 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 141 173 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 225 310 0 20 Oct 2020
Non-Attentive Tacotron: Robust and Controllable Neural TTS Synthesis Including Unsupervised Duration Modeling Jonathan Shen Ye Jia Mike Chrzanowski Yu Zhang Isaac Elias Heiga Zen Yonghui Wu 87 112 0 08 Oct 2020
VoiceGrad: Non-Parallel Any-to-Many Voice Conversion with Annealed Langevin Dynamics Hirokazu Kameoka Takuhiro Kaneko Kou Tanaka Nobukatsu Hojo Shogo Seki DiffM 111 21 0 06 Oct 2020
Unsupervised Subword Modeling Using Autoregressive Pretraining and Cross-Lingual Phone-Aware Modeling Siyuan Feng O. Scharenborg SSL 60 4 0 25 Jul 2020
TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech Andy T. Liu Shang-Wen Li Hung-yi Lee SSL 157 361 0 12 Jul 2020
Data Augmenting Contrastive Learning of Speech Representations in the Time Domain Eugene Kharitonov M. Rivière Gabriel Synnaeve Lior Wolf Pierre-Emmanuel Mazaré Matthijs Douze Emmanuel Dupoux 134 118 0 02 Jul 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 309 5,860 0 20 Jun 2020
Self-Training for End-to-End Speech Translation J. Pino Qiantong Xu Xutai Ma M. Dousti Yun Tang 99 60 0 03 Jun 2020
Improving Unsupervised Sparsespeech Acoustic Models with Categorical Reparameterization Benjamin Milde Christian Biemann 13 1 0 29 May 2020
ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition Jing Pan Joshua Shapiro Jeremy Wohlwend Kyu Jeong Han Tao Lei T. Ma 72 22 0 21 May 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 112 243 0 19 May 2020
Vector-quantized neural networks for acoustic unit discovery in the ZeroSpeech 2020 challenge Benjamin van Niekerk Leanne Nortje Herman Kamper 103 117 0 19 May 2020
Iterative Pseudo-Labeling for Speech Recognition Qiantong Xu Tatiana Likhomanenko Jacob Kahn Awni Y. Hannun Gabriel Synnaeve R. Collobert VLM 86 134 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 70 9 0 16 May 2020
Deep Neural Networks for Automatic Speech Processing: A Survey from Large Corpora to Limited Data Vincent Roger Jérôme Farinas J. Pinquier 55 24 0 09 Mar 2020
Semi-Supervised Speech Recognition via Local Prior Matching Wei-Ning Hsu Ann Lee Gabriel Synnaeve Awni Y. Hannun SSL 130 31 0 24 Feb 2020
Unsupervised pretraining transfers well across languages M. Rivière Armand Joulin Pierre-Emmanuel Mazaré Emmanuel Dupoux SSL VLM 60 209 0 07 Feb 2020
Learning Robust and Multilingual Speech Representations Kazuya Kawakami Luyu Wang Chris Dyer Phil Blunsom Aaron van den Oord SSL 95 100 0 29 Jan 2020
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 119 248 0 19 Nov 2019
Effectiveness of self-supervised pre-training for speech recognition Alexei Baevski Michael Auli Abdel-rahman Mohamed SSL 111 147 0 10 Nov 2019