Back-Translation-Style Data Augmentation for End-to-End ASR

28 July 2018

Ramón Fernández Astudillo

K. Takeda

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Papers citing "Back-Translation-Style Data Augmentation for End-to-End ASR"

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Title
DUB: Discrete Unit Back-translation for Speech Translation Dong Zhang Rong Ye Tom Ko Mingxuan Wang Yaqian Zhou 29 23 0 19 May 2023
Learning the joint distribution of two sequences using little or no paired data Soroosh Mariooryad Matt Shannon Siyuan Ma Tom Bagby David Kao Daisy Stanton Eric Battenberg RJ Skerry-Ryan 30 2 0 06 Dec 2022
Make More of Your Data: Minimal Effort Data Augmentation for Automatic Speech Recognition and Translation Tsz Kin Lam Shigehiko Schamoni Stefan Riezler VLM 44 8 0 27 Oct 2022
Improving Semi-supervised End-to-end Automatic Speech Recognition using CycleGAN and Inter-domain Losses C. Li Ngoc Thang Vu 21 2 0 20 Oct 2022
External Knowledge Selection with Weighted Negative Sampling in Knowledge-grounded Task-oriented Dialogue Systems Janghoon Han Joongbo Shin Hosung Song Hyunjik Jo Gyeonghun Kim Yireun Kim Stanley Jungkyu Choi 21 4 0 06 Sep 2022
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 137 352 0 21 May 2022
Minimising Biasing Word Errors for Contextual ASR with the Tree-Constrained Pointer Generator Guangzhi Sun C. Zhang P. Woodland 34 14 0 18 May 2022
Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation Sravya Popuri Peng-Jen Chen Changhan Wang J. Pino Yossi Adi Jiatao Gu Wei-Ning Hsu Ann Lee 28 56 0 06 Apr 2022
Investigation of Data Augmentation Techniques for Disordered Speech Recognition Mengzhe Geng Xurong Xie Shansong Liu Jianwei Yu Shoukang Hu Xunying Liu Helen Meng 16 56 0 14 Jan 2022
Synt++: Utilizing Imperfect Synthetic Data to Improve Speech Recognition Ting-Yao Hu Mohammadreza Armandpour A. Shrivastava Jen-Hao Rick Chang H. Koppula Oncel Tuzel SyDa 60 42 0 21 Oct 2021
Investigation on Data Adaptation Techniques for Neural Named Entity Recognition Evgeniia Tokarchuk David Thulke Weiyue Wang Christian Dugast Hermann Ney 21 2 0 12 Oct 2021
Injecting Text in Self-Supervised Speech Pretraining Zhehuai Chen Yu Zhang Andrew Rosenberg Bhuvana Ramabhadran Gary Wang Pedro J. Moreno SSL 25 36 0 27 Aug 2021
Adversarial Data Augmentation for Disordered Speech Recognition Zengrui Jin Mengzhe Geng Xurong Xie Jianwei Yu Shansong Liu Xunying Liu Helen Meng 16 35 0 02 Aug 2021
Modular End-to-end Automatic Speech Recognition Framework for Acoustic-to-word Model Qi Liu Zhehuai Chen Hao Li Mingkun Huang Yizhou Lu Kai Yu 24 6 0 31 Jul 2020
Semi-Supervised Speech Recognition via Local Prior Matching Wei-Ning Hsu Ann Lee Gabriel Synnaeve Awni Y. Hannun SSL 27 31 0 24 Feb 2020
Generating Synthetic Audio Data for Attention-Based Speech Recognition Systems Nick Rossenbach Albert Zeyer Ralf Schluter Hermann Ney 18 83 0 19 Dec 2019
ESPnet-TTS: Unified, Reproducible, and Integratable Open Source End-to-End Text-to-Speech Toolkit Tomoki Hayashi Ryuichi Yamamoto Katsuki Inoue Takenori Yoshimura Shinji Watanabe T. Toda K. Takeda Yu Zhang Xu Tan VLM 29 202 0 24 Oct 2019
Self-Training for End-to-End Speech Recognition Jacob Kahn Ann Lee Awni Y. Hannun SSL 27 231 0 19 Sep 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 36 41 0 30 Apr 2019
A spelling correction model for end-to-end speech recognition Jinxi Guo Tara N. Sainath Ron J. Weiss AuLLM KELM 32 139 0 19 Feb 2019
Pretraining by Backtranslation for End-to-end ASR in Low-Resource Settings Sanjeev Khudanpur Adithya Renduchintala Shinji Watanabe Shuoyang Ding Najim Dehak Sanjeev Khudanpur 21 32 0 10 Dec 2018
Transfer learning of language-independent end-to-end ASR with language model fusion S. Hariri Jaejin Cho M. Baskar Tatsuya Kawahara R. Brunner 13 42 0 06 Nov 2018
Leveraging Weakly Supervised Data to Improve End-to-End Speech-to-Text Translation Ye Jia Melvin Johnson Wolfgang Macherey Ron J. Weiss Yuan Cao Chung-Cheng Chiu Naveen Ari Stella Laurenzo Yonghui Wu 31 159 0 05 Nov 2018
Adversarial Training of End-to-end Speech Recognition Using a Criticizing Language Model Alexander H. Liu Hung-yi Lee Lin-Shan Lee AuLLM 13 46 0 02 Nov 2018
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis Ye Jia Yu Zhang Ron J. Weiss Quan Wang Jonathan Shen ... Zhiwen Chen Patrick Nguyen Ruoming Pang Ignacio López Moreno Yonghui Wu 207 820 0 12 Jun 2018
Listening while Speaking: Speech Chain by Deep Learning Andros Tjandra S. Sakti Satoshi Nakamura AuLLM 126 165 0 16 Jul 2017
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,929 0 17 Aug 2015