MAM: Masked Acoustic Modeling for End-to-End Speech-to-Text Translation

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MAM: Masked Acoustic Modeling for End-to-End Speech-to-Text Translation

22 October 2020

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Papers citing "MAM: Masked Acoustic Modeling for End-to-End Speech-to-Text Translation"

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Title
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 892 42,463 0 28 May 2020
ESPnet-ST: All-in-One Speech Translation Toolkit Hirofumi Inaguma Shun Kiyono Kevin Duh Shigeki Karita Nelson Yalta Tomoki Hayashi Shinji Watanabe 100 166 0 21 Apr 2020
Curriculum Pre-training for End-to-End Speech Translation Chengyi Wang Yu Wu Shujie Liu Ming Zhou Zhenglu Yang 64 109 0 21 Apr 2020
Semantic Mask for Transformer based End-to-End Speech Recognition Chengyi Wang Yu Wu Yujiao Du Jinyu Li Shujie Liu Liang Lu Shuo Ren Guoli Ye Sheng Zhao Ming Zhou 61 52 0 06 Dec 2019
Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation Chengyi Wang Yu-Huan Wu Shujie Liu Zhenglu Yang M. Zhou 62 84 0 17 Sep 2019
SpanBERT: Improving Pre-training by Representing and Predicting Spans Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy 165 1,969 0 24 Jul 2019
End-to-End Speech Translation with Knowledge Distillation Yuchen Liu Hao Xiong Zhongjun He Jiajun Zhang Hua Wu Haifeng Wang Chengqing Zong 82 155 0 17 Apr 2019
Attention-Passing Models for Robust and Data-Efficient End-to-End Speech Translation Matthias Sperber Graham Neubig Jan Niehues A. Waibel 67 102 0 15 Apr 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 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 62 197 0 05 Sep 2018
Learning to Recognize Musical Genre from Audio M. Defferrard Sharada Mohanty Sean F. Carroll M. Salathé 33 20 0 13 Mar 2018
Tied Multitask Learning for Neural Speech Translation Antonios Anastasopoulos David Chiang 162 174 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
Sequence-to-Sequence Models Can Directly Translate Foreign Speech Ron J. Weiss J. Chorowski Navdeep Jaitly Yonghui Wu Zhiwen Chen 82 344 0 24 Mar 2017
FMA: A Dataset For Music Analysis M. Defferrard Kirell Benzi P. Vandergheynst Xavier Bresson 125 441 0 06 Dec 2016
Listen and Translate: A Proof of Concept for End-to-End Speech-to-Text Translation Alexandre Berard Olivier Pietquin Christophe Servan Laurent Besacier 93 318 0 06 Dec 2016
An Unsupervised Probability Model for Speech-to-Translation Alignment of Low-Resource Languages Antonios Anastasopoulos David Chiang Long Duong 44 27 0 26 Sep 2016