Semi-supervised ASR by End-to-end Self-training

24 January 2020

Yang Chen

Papers citing "Semi-supervised ASR by End-to-end Self-training"

21 / 21 papers shown

Title
Fast Word Error Rate Estimation Using Self-Supervised Representations for Speech and Text Chanho Park Chengsong Lu Mingjie Chen Thomas Hain 72 3 0 12 Oct 2023
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 66 240 0 19 May 2020
Iterative Pseudo-Labeling for Speech Recognition Qiantong Xu Tatiana Likhomanenko Jacob Kahn Awni Y. Hannun Gabriel Synnaeve R. Collobert VLM 32 130 0 19 May 2020
Data Techniques For Online End-to-end Speech Recognition Yang Chen Weiran Wang I-Fan Chen Chao Wang 19 4 0 24 Jan 2020
Self-Training for End-to-End Speech Recognition Jacob Kahn Ann Lee Awni Y. Hannun SSL 39 232 0 19 Sep 2019
Almost Unsupervised Text to Speech and Automatic Speech Recognition Yi Ren Xu Tan Tao Qin Sheng Zhao Zhou Zhao Tie-Yan Liu 55 101 0 13 May 2019
Semi-supervised Sequence-to-sequence ASR using Unpaired Speech and Text M. Baskar Shinji Watanabe Ramón Fernández Astudillo Takaaki Hori L. Burget J. Černocký 43 40 0 30 Apr 2019
Unsupervised Data Augmentation for Consistency Training Qizhe Xie Zihang Dai Eduard H. Hovy Minh-Thang Luong Quoc V. Le 78 2,306 0 29 Apr 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 128 3,435 0 18 Apr 2019
Lessons from Building Acoustic Models with a Million Hours of Speech S. Parthasarathi N. Strom 37 88 0 02 Apr 2019
Adversarial Training of End-to-end Speech Recognition Using a Criticizing Language Model Alexander H. Liu Hung-yi Lee Lin-Shan Lee AuLLM 33 46 0 02 Nov 2018
Cycle-consistency training for end-to-end speech recognition Takaaki Hori Ramón Fernández Astudillo Tomoki Hayashi Yu Zhang Shinji Watanabe Jonathan Le Roux 48 87 0 02 Nov 2018
Machine Speech Chain with One-shot Speaker Adaptation Andros Tjandra S. Sakti Satoshi Nakamura 40 55 0 28 Mar 2018
Improved Regularization Techniques for End-to-End Speech Recognition Yingbo Zhou Caiming Xiong R. Socher 23 18 0 19 Dec 2017
Listening while Speaking: Speech Chain by Deep Learning Andros Tjandra S. Sakti Satoshi Nakamura AuLLM 141 165 0 16 Jul 2017
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 179 2,705 0 20 Nov 2015
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 119 2,257 0 05 Aug 2015
EESEN: End-to-End Speech Recognition using Deep RNN Models and WFST-based Decoding Yajie Miao M. Gowayyed Florian Metze 68 753 0 29 Jul 2015
Attention-Based Models for Speech Recognition J. Chorowski Dzmitry Bahdanau Dmitriy Serdyuk Kyunghyun Cho Yoshua Bengio 76 2,602 0 24 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 267 149,474 0 22 Dec 2014
Sequence Transduction with Recurrent Neural Networks Alex Graves 70 1,858 0 14 Nov 2012