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Iterative Pseudo-Labeling for Speech Recognition

19 May 2020

Papers citing "Iterative Pseudo-Labeling for Speech Recognition"

33 / 83 papers shown

Title
Are E2E ASR models ready for an industrial usage? Valentin Vielzeuf G. Antipov 127 8 0 09 Dec 2021
Towards Building ASR Systems for the Next Billion Users Tahir Javed Sumanth Doddapaneni A. Raman Kaushal Bhogale Gowtham Ramesh Anoop Kunchukuttan Pratyush Kumar Mitesh M. Khapra 97 59 0 06 Nov 2021
Pseudo-Labeling for Massively Multilingual Speech Recognition Loren Lugosch Tatiana Likhomanenko Gabriel Synnaeve R. Collobert VLM 116 32 0 30 Oct 2021
Continual self-training with bootstrapped remixing for speech enhancement Efthymios Tzinis Yossi Adi V. Ithapu Buye Xu Anurag Kumar 115 17 0 19 Oct 2021
Word Order Does Not Matter For Speech Recognition Vineel Pratap Qiantong Xu Tatiana Likhomanenko Gabriel Synnaeve R. Collobert 117 4 0 12 Oct 2021
Advancing Momentum Pseudo-Labeling with Conformer and Initialization Strategy Yosuke Higuchi Niko Moritz Jonathan Le Roux Takaaki Hori 95 12 0 11 Oct 2021
Improving Pseudo-label Training For End-to-end Speech Recognition Using Gradient Mask Shaoshi Ling Chen Shen Meng Cai Zejun Ma VLM SSL 99 10 0 08 Oct 2021
Magic dust for cross-lingual adaptation of monolingual wav2vec-2.0 Sameer Khurana Antoine Laurent James R. Glass VLM 140 18 0 07 Oct 2021
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition Yu Zhang Daniel S. Park Wei Han James Qin Anmol Gulati ... Zhifeng Chen Quoc V. Le Chung-Cheng Chiu Ruoming Pang Yonghui Wu SSL 148 180 0 27 Sep 2021
Simple and Effective Zero-shot Cross-lingual Phoneme Recognition Qiantong Xu Alexei Baevski Michael Auli VLM 165 99 0 23 Sep 2021
Performance-Efficiency Trade-offs in Unsupervised Pre-training for Speech Recognition Felix Wu Kwangyoun Kim Jing Pan Kyu Jeong Han Kilian Q. Weinberger Yoav Artzi 101 75 0 14 Sep 2021
The History of Speech Recognition to the Year 2030 Awni Y. Hannun AI4TS 129 21 0 30 Jul 2021
Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021 Takashi Maekaku Xuankai Chang Yuya Fujita Li-Wei Chen Shinji Watanabe Alexander I. Rudnicky 192 13 0 13 Jul 2021
Improved Language Identification Through Cross-Lingual Self-Supervised Learning Andros Tjandra Diptanu Gon Choudhury Frank Zhang Kritika Singh Alexis Conneau Alexei Baevski Assaf Sela Yatharth Saraf Michael Auli VLM SSL 129 36 0 08 Jul 2021
Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition Yosuke Higuchi Niko Moritz Jonathan Le Roux Takaaki Hori VLM 164 52 0 16 Jun 2021
Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data Ashraful Islam Chun-Fu Chen Yikang Shen Leonid Karlinsky Rogerio Feris Richard J. Radke 209 88 0 14 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 125 26 0 14 Jun 2021
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units Wei-Ning Hsu Benjamin Bolte Yao-Hung Hubert Tsai Kushal Lakhotia Ruslan Salakhutdinov Abdel-rahman Mohamed SSL 362 3,343 0 14 Jun 2021
Semi-Supervised Training with Pseudo-Labeling for End-to-End Neural Diarization Yuki Takashima Yusuke Fujita Shota Horiguchi Shinji Watanabe Paola García Kenji Nagamatsu 92 16 0 09 Jun 2021
Unsupervised Speech Recognition Alexei Baevski Wei-Ning Hsu Alexis Conneau Michael Auli SSL 209 281 0 24 May 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Edouard Grave Julien Mairal Piotr Bojanowski Armand Joulin 1.4K 6,775 0 29 Apr 2021
Large-Scale Self- and Semi-Supervised Learning for Speech Translation Changhan Wang Anne Wu J. Pino Alexei Baevski Michael Auli Alexis Conneau SSL 120 46 0 14 Apr 2021
MediaSpeech: Multilanguage ASR Benchmark and Dataset Rostislav Kolobov Olga Okhapkina Olga Omelchishina A. Platunov Roman Bedyakin V. Moshkin Dmitry Menshikov N. Mikhaylovskiy 70 26 0 30 Mar 2021
Contrastive Semi-supervised Learning for ASR Alex Xiao Christian Fuegen Abdel-rahman Mohamed 110 21 0 09 Mar 2021
Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training Sameer Khurana Niko Moritz Takaaki Hori Jonathan Le Roux 125 61 0 26 Nov 2020
Towards Semi-Supervised Semantics Understanding from Speech Cheng-I Jeff Lai Jin Cao S. Bodapati Shang-Wen Li SSL 101 7 0 11 Nov 2020
Joint Masked CPC and CTC Training for ASR Chaitanya Talnikar Tatiana Likhomanenko R. Collobert Gabriel Synnaeve SSL 143 28 0 30 Oct 2020
Semi-Supervised Speech Recognition via Graph-based Temporal Classification Niko Moritz Takaaki Hori Jonathan Le Roux 147 29 0 29 Oct 2020
Multitask Training with Text Data for End-to-End Speech Recognition Peidong Wang Tara N. Sainath Ron J. Weiss 107 27 0 27 Oct 2020
SlimIPL: Language-Model-Free Iterative Pseudo-Labeling Tatiana Likhomanenko Qiantong Xu Jacob Kahn Gabriel Synnaeve R. Collobert VLM 190 68 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 183 174 0 22 Oct 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 520 6,362 0 20 Jun 2020
Semi-supervised ASR by End-to-end Self-training Yang Chen Weiran Wang Chao Wang 92 55 0 24 Jan 2020