The USTC-NEL Speech Translation system at IWSLT 2018

E. Matusov, G. Leusch, O. Bender, and H. Ney, “Evaluating machine translation output with automatic sentence segmentation,” in International Workshop on Spoken Language Translation (IWSLT) 2005 , 2005

Original

2005

Earlier work this paper cites.

K. Veselỳ, A. Ghoshal, L. Burget, and D. Povey, “Sequence-discriminative training of deep neural networks.” in Interspeech , 2013, pp. 2345–2349

2013

Earlier work this paper cites.

A. Graves, N. Jaitly, and A.-r. Mohamed, “Hybrid speech recognition with deep bidirectional lstm,” in Automatic Speech Recognition and Understanding (ASRU), 2013 IEEE Workshop on . IEEE, 2013, pp. 273–278

2013

Earlier work this paper cites.

A. Rousseau, P. Deléglise, and Y. Esteve, “Enhancing the ted-lium corpus with selected data for language modeling and more ted talks.” in LREC , 2014, pp. 3935–3939

2014

Earlier work this paper cites.

Y. Kim, “Convolutional neural networks for sentence classification,” arXiv preprint arXiv:1408.5882 , 2014

Original

2014

Earlier work this paper cites.

T. N. Sainath, O. Vinyals, A. Senior, and H. Sak, “Convolutional, long short-term memory, fully connected deep neural networks,” in Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on . IEEE, 2015, pp. 4580–4584

2015

Cited alongside, same era.

L. Duong, A. Anastasopoulos, D. Chiang, S. Bird, and T. Cohn, “An attentional model for speech translation without transcription,” in Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies , 2016, pp. 949–959

2016

Cited alongside, same era.

R. J. Weiss, J. Chorowski, N. Jaitly, Y. Wu, and Z. Chen, “Sequence-to-sequence models can directly translate foreign speech,” arXiv preprint arXiv:1703.08581 , 2017

Original

2017

Cited alongside, same era.

E. Cho, J. Niehues, and A. Waibel, “Nmt-based segmentation and punctuation insertion for real-time spoken language translation,” Proc. Interspeech 2017 , pp. 2645–2649, 2017

G. Huang, Z. Liu, L. Van Der Maaten, and K. Q. Weinberger, “Densely connected convolutional networks.” in CVPR , vol. 1, no. 2, 2017, p. 3

2017

Later among the works it cites.

A. Vaswani, N. Shazeer, N. Parmar, J. Uszkoreit, L. Jones, A. N. Gomez, Ł. Kaiser, and I. Polosukhin, “Attention is all you need,” in Advances in Neural Information Processing Systems , 2017, pp. 5998–6008

2017

Later among the works it cites.

A. Bérard, L. Besacier, A. C. Kocabiyikoglu, and O. Pietquin, “End-to-end automatic speech translation of audiobooks,” arXiv preprint arXiv:1802.04200 , 2018

Original

2018

Closest in time.

P. Lison, J. Tiedemann, and M. Kouylekov, “Opensubtitles 2018: Statistical rescoring of sentence alignments in large, noisy parallel corpora,” in Proceedings of the 11th edition of the Language Resources and Evaluation Conference (LREC 2018), Miyazaki, Japan.(accepted) , 2018

2018

Closest in time.