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Adaptive Feature Selection for End-to-End Speech Translation

16 October 2020

Papers citing "Adaptive Feature Selection for End-to-End Speech Translation"

32 / 32 papers shown

Title
On Sparsifying Encoder Outputs in Sequence-to-Sequence Models Biao Zhang Ivan Titov Rico Sennrich 21 13 0 24 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
Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding Yuchen Liu Jiajun Zhang Hao Xiong Long Zhou Zhongjun He Hua Wu Haifeng Wang Chengqing Zong 70 71 0 16 Dec 2019
Data Efficient Direct Speech-to-Text Translation with Modality Agnostic Meta-Learning Sathish Indurthi HyoJung Han Nikhil Kumar Lakumarapu Beomseok Lee Insoo Chung Sangha Kim Chanwoo Kim 59 26 0 11 Nov 2019
Analyzing ASR pretraining for low-resource speech-to-text translation Mihaela C. Stoian Sameer Bansal Sharon Goldwater 62 64 0 23 Oct 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
A Comparative Study on Transformer vs RNN in Speech Applications Shigeki Karita Nanxin Chen Tomoki Hayashi Takaaki Hori Hirofumi Inaguma ... Ryuichi Yamamoto Xiao-fei Wang Shinji Watanabe Takenori Yoshimura Wangyou Zhang 82 721 0 13 Sep 2019
Adaptively Sparse Transformers Gonçalo M. Correia Vlad Niculae André F. T. Martins 98 256 0 30 Aug 2019
Lattice Transformer for Speech Translation Pei Zhang Boxing Chen Niyu Ge Kai Fan 70 50 0 13 Jun 2019
Exploring Phoneme-Level Speech Representations for End-to-End Speech Translation Elizabeth Salesky Matthias Sperber A. Black 37 35 0 04 Jun 2019
Interpretable Neural Predictions with Differentiable Binary Variables Jasmijn Bastings Wilker Aziz Ivan Titov 89 214 0 20 May 2019
Generating Long Sequences with Sparse Transformers R. Child Scott Gray Alec Radford Ilya Sutskever 135 1,919 0 23 Apr 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 64 102 0 15 Apr 2019
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 70 163 0 05 Nov 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
Towards Robust Neural Machine Translation Yong Cheng Zhaopeng Tu Fandong Meng Junjie Zhai Yang Liu AAML 54 161 0 16 May 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 184 2,998 0 23 Apr 2018
ESPnet: End-to-End Speech Processing Toolkit Shinji Watanabe Takaaki Hori Shigeki Karita Tomoki Hayashi Jiro Nishitoba ... Jahn Heymann Sanjeev Khudanpur Nanxin Chen Adithya Renduchintala Tsubasa Ochiai VLM 120 1,514 0 30 Mar 2018
Low-Resource Speech-to-Text Translation Sameer Bansal Herman Kamper Karen Livescu Adam Lopez Sharon Goldwater 52 56 0 24 Mar 2018
Tied Multitask Learning for Neural Speech Translation Antonios Anastasopoulos David Chiang 162 174 0 19 Feb 2018
Structured-based Curriculum Learning for End-to-end English-Japanese Speech Translation Takatomo Kano S. Sakti Satoshi Nakamura 64 46 0 13 Feb 2018
End-to-End Automatic Speech Translation of Audiobooks Alexandre Berard Laurent Besacier A. Kocabiyikoglu Olivier Pietquin 120 193 0 12 Feb 2018
Augmenting Librispeech with French Translations: A Multimodal Corpus for Direct Speech Translation Evaluation A. Kocabiyikoglu Laurent Besacier Olivier Kraif 70 105 0 09 Feb 2018
Learning Sparse Neural Networks through $L_0$ Regularization Christos Louizos Max Welling Diederik P. Kingma 439 1,148 0 04 Dec 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 805 132,725 0 12 Jun 2017
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
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
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 238 7,760 0 31 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 578 27,338 0 01 Sep 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 458 16,922 0 20 Dec 2013