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Analyzing ASR pretraining for low-resource speech-to-text translation

23 October 2019

Papers citing "Analyzing ASR pretraining for low-resource speech-to-text translation"

25 / 25 papers shown

Title
Fluent Translations from Disfluent Speech in End-to-End Speech Translation Elizabeth Salesky Matthias Sperber A. Waibel 56 34 0 03 Jun 2019
Attention-Passing Models for Robust and Data-Efficient End-to-End Speech Translation Matthias Sperber Graham Neubig Jan Niehues A. Waibel 59 102 0 15 Apr 2019
Massively Multilingual Adversarial Speech Recognition Oliver Adams Sanjeev Khudanpur Shinji Watanabe David Yarowsky 54 76 0 03 Apr 2019
Multilingual and Unsupervised Subword Modeling for Zero-Resource Languages Enno Hermann Herman Kamper Sharon Goldwater 40 21 0 09 Nov 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 64 122 0 04 Oct 2018
Pre-training on high-resource speech recognition improves low-resource speech-to-text translation Sameer Bansal Herman Kamper Karen Livescu Adam Lopez Sharon Goldwater 58 197 0 05 Sep 2018
Multilingual End-to-End Speech Recognition with A Single Transformer on Low-Resource Languages Shiyu Zhou Shuang Xu Bo Xu 90 73 0 12 Jun 2018
Low-Resource Speech-to-Text Translation Sameer Bansal Herman Kamper Karen Livescu Adam Lopez Sharon Goldwater 50 56 0 24 Mar 2018
Multilingual bottleneck features for subword modeling in zero-resource languages Enno Hermann Sharon Goldwater 51 18 0 23 Mar 2018
Sequence-based Multi-lingual Low Resource Speech Recognition Siddharth Dalmia Ramon Sanabria Florian Metze A. Black 72 94 0 21 Feb 2018
Tied Multitask Learning for Neural Speech Translation Antonios Anastasopoulos David Chiang 158 174 0 19 Feb 2018
End-to-End Automatic Speech Translation of Audiobooks Alexandre Berard Laurent Besacier A. Kocabiyikoglu Olivier Pietquin 120 193 0 12 Feb 2018
Visualisation and 'diagnostic classifiers' reveal how recurrent and recursive neural networks process hierarchical structure Dieuwke Hupkes Sara Veldhoen Willem H. Zuidema 76 280 0 28 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 68 264 0 06 Nov 2017
A Very Low Resource Language Speech Corpus for Computational Language Documentation Experiments Pierre Godard G. Adda M. Adda-Decker Juan Benjumea Laurent Besacier ... Markus Müller Annie Rialland Sebastian Stüker François Yvon Marcely Zanon Boito 46 60 0 10 Oct 2017
AISHELL-1: An Open-Source Mandarin Speech Corpus and A Speech Recognition Baseline Hui Bu Jiayu Du Xingyu Na Bengu Wu Hao Zheng CVBM 66 844 0 16 Sep 2017
Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems Yonatan Belinkov James R. Glass 43 83 0 13 Sep 2017
Sequence-to-Sequence Models Can Directly Translate Foreign Speech Ron J. Weiss J. Chorowski Navdeep Jaitly Yonghui Wu Zhiwen Chen 79 344 0 24 Mar 2017
Listen and Translate: A Proof of Concept for End-to-End Speech-to-Text Translation Alexandre Berard Olivier Pietquin Christophe Servan Laurent Besacier 77 318 0 06 Dec 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 911 6,796 0 26 Sep 2016
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks Y. Gal Zoubin Ghahramani UQCV DRL BDL 189 1,650 0 16 Dec 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 228 7,757 0 31 Aug 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 413 7,969 0 17 Aug 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 465 43,341 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014