Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition

22 December 2020

Xiaodan Liang

Papers citing "Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition"

34 / 34 papers shown

Title
MetaXCR: Reinforcement-Based Meta-Transfer Learning for Cross-Lingual Commonsense Reasoning Jie He Yu Fu OffRL LRM 113 2 0 09 Mar 2025
Meta-RTL: Reinforcement-Based Meta-Transfer Learning for Low-Resource Commonsense Reasoning Yu Fu Jie He Yifan Yang Qun Liu Deyi Xiong OffRL LRM 66 0 0 27 Sep 2024
DARTS-ASR: Differentiable Architecture Search for Multilingual Speech Recognition and Adaptation Yi-Chen Chen Jui-Yang Hsu Cheng-Kuang Lee Hung-yi Lee 57 32 0 13 May 2020
Meta-Transfer Learning for Code-Switched Speech Recognition Genta Indra Winata Samuel Cahyawijaya Zhaojiang Lin Zihan Liu Peng Xu Pascale Fung 69 55 0 29 Apr 2020
Balancing Training for Multilingual Neural Machine Translation Xinyi Wang Yulia Tsvetkov Graham Neubig 92 100 0 14 Apr 2020
CoVoST: A Diverse Multilingual Speech-To-Text Translation Corpus Changhan Wang J. Pino Anne Wu Jiatao Gu SLR 83 85 0 04 Feb 2020
Common Voice: A Massively-Multilingual Speech Corpus Rosana Ardila Megan Branson Kelly Davis Michael Henretty M. Kohler Josh Meyer Reuben Morais Lindsay Saunders Francis M. Tyers Gregor Weber VLM 91 1,594 0 13 Dec 2019
Meta Learning for End-to-End Low-Resource Speech Recognition Jui-Yang Hsu Yuan-Jui Chen Hung-yi Lee 61 104 0 26 Oct 2019
Generative Pre-Training for Speech with Autoregressive Predictive Coding Yu-An Chung James R. Glass SSL 52 174 0 23 Oct 2019
Self-Training for End-to-End Speech Recognition Jacob Kahn Ann Lee Awni Y. Hannun SSL 58 235 0 19 Sep 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks Zi-Yi Dou Keyi Yu Antonios Anastasopoulos 57 127 0 27 Aug 2019
Phoneme-Based Contextualization for Cross-Lingual Speech Recognition in End-to-End Models Ke Hu A. Bruguier Tara N. Sainath Rohit Prabhavalkar Golan Pundak 36 19 0 21 Jun 2019
Massively Multilingual Adversarial Speech Recognition Oliver Adams Sanjeev Khudanpur Shinji Watanabe David Yarowsky 38 76 0 03 Apr 2019
wav2letter++: The Fastest Open-source Speech Recognition System Vineel Pratap Awni Y. Hannun Qiantong Xu Jeff Cai Jacob Kahn Gabriel Synnaeve Vitaliy Liptchinsky R. Collobert VLM 54 156 0 18 Dec 2018
Meta-Transfer Learning for Few-Shot Learning Qianru Sun Yaoyao Liu Tat-Seng Chua Bernt Schiele 199 1,071 0 06 Dec 2018
Multilingual sequence-to-sequence speech recognition: architecture, transfer learning, and language modeling Jaejin Cho M. Baskar Ruizhi Li Sanjeev Khudanpur Sri Harish Reddy Mallidi Nelson Yalta M. Karafiát Shinji Watanabe Takaaki Hori 61 122 0 04 Oct 2018
Domain Adversarial Training for Accented Speech Recognition Sining Sun Ching-Feng Yeh M. Hwang Mari Ostendorf Lei Xie 56 127 0 07 Jun 2018
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates Taku Kudo 216 1,167 0 29 Apr 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 140 2,985 0 23 Apr 2018
On First-Order Meta-Learning Algorithms Alex Nichol Joshua Achiam John Schulman 227 2,232 0 08 Mar 2018
Sequence-based Multi-lingual Low Resource Speech Recognition Siddharth Dalmia Ramon Sanabria Florian Metze A. Black 55 94 0 21 Feb 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 178 19,271 0 13 Jan 2018
Multilingual Training and Cross-lingual Adaptation on CTC-based Acoustic Model Sibo Tong Philip N. Garner H. Bourlard 33 36 0 27 Nov 2017
Multilingual Speech Recognition With A Single End-To-End Model Shubham Toshniwal Tara N. Sainath Ron J. Weiss Yue Liu Pedro J. Moreno Eugene Weinstein Kanishka Rao 52 264 0 06 Nov 2017
Advances in Joint CTC-Attention based End-to-End Speech Recognition with a Deep CNN Encoder and RNN-LM Takaaki Hori Shinji Watanabe Yu Zhang William Chan 61 292 0 08 Jun 2017
Transfer Learning for Speech Recognition on a Budget Julius Kunze Louis Kirsch Ilia Kurenkov A. Krug Jens Johannsmeier Sebastian Stober 48 138 0 01 Jun 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 818 11,894 0 09 Mar 2017
Joint CTC-Attention based End-to-End Speech Recognition using Multi-task Learning Suyoun Kim Takaaki Hori Shinji Watanabe 76 928 0 21 Sep 2016
NetVLAD: CNN architecture for weakly supervised place recognition Relja Arandjelović Petr Gronát Akihiko Torii Tomas Pajdla Josef Sivic 3DV SSL 119 2,635 0 23 Nov 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 212 7,734 0 31 Aug 2015
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 153 2,266 0 05 Aug 2015
Attention-Based Models for Speech Recognition J. Chorowski Dzmitry Bahdanau Dmitriy Serdyuk Kyunghyun Cho Yoshua Bengio 121 2,606 0 24 Jun 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 366 9,484 0 28 May 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.6K 100,330 0 04 Sep 2014