Fetching the paper…
Reading the bibliography…
Generative models have long been the dominant approach for speech recognition.
R. J. Williams, “Simple statistical gradient-following algorithms for connectionist reinforcement learning,” Machine learning , vol. 8, no. 3-4, pp. 229–256, 1992
1992
Earlier work this paper cites.
A. Graves, “Practical variational inference for neural networks,” in Advances in Neural Information Processing Systems , 2011, pp. 2348–2356
2011
Earlier work this paper cites.
A. Graves, “Sequence Transduction with Recurrent Neural Networks,” in International Conference on Machine Learning: Representation Learning Workshop , 2012
2012
Earlier work this paper cites.
J. Dean, G. S. Corrado, R. Monga, K. Chen, M. Devin, Q. V. Le, M. Z. Mao, M. Ranzato, A. Senior, P. Tucker, K. Yang, and A. Y. Ng, “Large Scale Distributed Deep Networks,” in Neural Information Processing Systems , 2012
2012
Earlier work this paper cites.
A. Mohamed, G. E. Dahl, and G. Hinton, “Acoustic modeling using deep belief networks,” IEEE Transactions on Audio, Speech, and Language Processing , vol. 20, no. 1, pp. 14–22, 2012
2012
Earlier work this paper cites.
2013
Earlier work this paper cites.
A. Graves, A. Mohamed, and G. Hinton, “Speech recognition with deep recurrent neural networks,” in Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on . IEEE, 2013, pp. 6645–6649
2013
Earlier work this paper cites.
I. Sutskever, O. Vinyals, and Q. V. Le, “Sequence to Sequence Learning with Neural Networks,” in Neural Information Processing Systems , 2014
2014
Earlier work this paper cites.
K. Cho, B. van Merrienboer, C. Gulcehre, D. Bahdanau, F. Bougares, H. Schwen, and Y. Bengio, “Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation,” in Conference on Empirical Methods in Natural Language Processing , 2014
2014
Earlier work this paper cites.
J. Chorowski, D. Bahdanau, K. Cho, and Y. Bengio, “End-to-end Continuous Speech Recognition using Attention-based Recurrent NN: First Results,” in Neural Information Processing Systems: Workshop Deep Learning and Representation Learning Workshop , 2014
2014
Earlier work this paper cites.
J. Weston, S. Chopra, and A. Bordes, “Memory networks,” arXiv preprint arXiv:1410.3916 , 2014
2014
Earlier work this paper cites.
2014
Cited alongside, same era.
A. Graves and N. Jaitly, “Towards End-to-End Speech Recognition with Recurrent Neural Networks,” in International Conference on Machine Learning , 2014
2014
Cited alongside, same era.
V. Mnih, N. Heess, A. Graves et al. , “Recurrent models of visual attention,” in Advances in Neural Information Processing Systems , 2014, pp. 2204–2212
2014
Cited alongside, same era.
2014
Cited alongside, same era.
S. Levine, “Motor skill learning with local trajectory methods,” Ph.D. dissertation, Stanford University, 2014
J. Chorowski, D. Bahdanau, D. Serdyuk, K. Cho, and Y. Bengio, “Attention-Based Models for Speech Recognition,” in Neural Information Processing Systems , 2015
2015
Later among the works it cites.
S. Sukhbaatar, J. Weston, R. Fergus et al. , “End-to-end memory networks,” in Advances in Neural Information Processing Systems , 2015, pp. 2431–2439
2015
Later among the works it cites.
2015
Later among the works it cites.
J. Schulman, N. Heess, T. Weber, and P. Abbeel, “Gradient estimation using stochastic computation graphs,” in Advances in Neural Information Processing Systems , 2015, pp. 3510–3522
2015
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
2014
Cited alongside, same era.
2014
Cited alongside, same era.
D. Bahdanau, K. Cho, and Y. Bengio, “Neural Machine Translation by Jointly Learning to Align and Translate,” in International Conference on Learning Representations , 2015
2015
Cited alongside, same era.
2015
Cited alongside, same era.
K. Xu, J. Ba, R. Kiros, K. Cho, A. Courville, R. Salakhutdinov, R. Zemel, and Y. Bengio, “Show, Attend and Tell: Neural Image Caption Generation with Visual Attention,” in International Conference on Machine Learning , 2015
2015
Cited alongside, same era.
O. Vinyals, A. Toshev, S. Bengio, and D. Erhan, “Show and Tell: A Neural Image Caption Generator,” in IEEE Conference on Computer Vision and Pattern Recognition , 2015
2015
Cited alongside, same era.
2015
Later among the works it cites.
2016
Later among the works it cites.
2016
Later among the works it cites.
2016
Later among the works it cites.
2016
Later among the works it cites.