Multilingual End-to-End Speech Recognition with A Single Transformer on Low-Resource Languages

S. Hochreiter and J. Schmidhuber, “Long short-term memory,”

1997

Earlier work this paper cites.

D. Povey, A. Ghoshal, G. Boulianne, L. Burget, O. Glembek, N. Goel, M. Hannemann, P. Motlicek, Y. Qian, P. Schwarz

2011

Earlier work this paper cites.

G. E. Dahl, D. Yu, L. Deng, and A. Acero, “Context-dependent pre-trained deep neural networks for large-vocabulary speech recognition,”

2012

Earlier work this paper cites.

J.-T. Huang, J. Li, D. Yu, L. Deng, and Y. Gong, “Cross-language knowledge transfer using multilingual deep neural network with shared hidden layers,” in

2013

Earlier work this paper cites.

N. T. Vu, D. Imseng, D. Povey, P. Motlicek, T. Schultz, and H. Bourlard, “Multilingual deep neural network based acoustic modeling for rapid language adaptation,” in

2014

Earlier work this paper cites.

D. P. Kingma and J. Ba, “Adam: A method for stochastic optimization,”

Original

2014

Earlier work this paper cites.

A. Mohan and R. Rose, “Multi-lingual speech recognition with low-rank multi-task deep neural networks,” in

2015

Earlier work this paper cites.

R. Sennrich, B. Haddow, and A. Birch, “Neural machine translation of rare words with subword units,”

Original

2015

Earlier work this paper cites.

H. Sak, A. Senior, K. Rao, and F. Beaufays, “Fast and accurate recurrent neural network acoustic models for speech recognition,”

Original

2015

Cited alongside, same era.

R. Sahraeian and D. Van Compernolle, “A study of rank-constrained multilingual dnns for low-resource asr,” in

2016

Cited alongside, same era.

M. Johnson, M. Schuster, Q. V. Le, M. Krikun, Y. Wu, Z. Chen, N. Thorat, F. Viégas, M. Wattenberg, G. Corrado

Original

2016

Cited alongside, same era.

C. Szegedy, V. Vanhoucke, S. Ioffe, J. Shlens, and Z. Wojna, “Rethinking the inception architecture for computer vision,” in

2016

Cited alongside, same era.

S. Zhou, Y. Zhao, S. Xu, and B. Xu, “Multilingual recurrent neural networks with residual learning for low-resource speech recognition,”

2017

S. Toshniwal, T. N. Sainath, R. J. Weiss, B. Li, P. Moreno, E. Weinstein, and K. Rao, “Multilingual speech recognition with a single end-to-end model,”

Original

2017

Later among the works it cites.

S. Kim and M. L. Seltzer, “Towards language-universal end-to-end speech recognition,”

Original

2017

Later among the works it cites.

S. Watanabe, T. Hori, and J. R. Hershey, “Language independent end-to-end architecture for joint language identification and speech recognition,” in

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

2017

Later among the works it cites.

A. Kannan, Y. Wu, P. Nguyen, T. N. Sainath, Z. Chen, and R. Prabhavalkar, “An analysis of incorporating an external language model into a sequence-to-sequence model,”