A Fully Differentiable Beam Search Decoder

16 February 2019

Papers citing "A Fully Differentiable Beam Search Decoder"

26 / 26 papers shown

Title
Fully Convolutional Speech Recognition Neil Zeghidour Qiantong Xu Vitaliy Liptchinsky Nicolas Usunier Gabriel Synnaeve R. Collobert 45 91 0 17 Dec 2018
Promising Accurate Prefix Boosting for sequence-to-sequence ASR M. Baskar Lukás Burget Yi-Chen Chen Hung-yi Lee Takaaki Hori Lin-Shan Lee 36 16 0 07 Nov 2018
Differentiable Dynamic Programming for Structured Prediction and Attention A. Mensch Mathieu Blondel 58 131 0 11 Feb 2018
Letter-Based Speech Recognition with Gated ConvNets Vitaliy Liptchinsky Gabriel Synnaeve R. Collobert 53 72 0 22 Dec 2017
Improving End-to-End Speech Recognition with Policy Learning Yingbo Zhou Caiming Xiong R. Socher 61 40 0 19 Dec 2017
Minimum Word Error Rate Training for Attention-based Sequence-to-Sequence Models Rohit Prabhavalkar Tara N. Sainath Yonghui Wu Patrick Nguyen Zhiwen Chen Chung-Cheng Chiu Anjuli Kannan 58 162 0 05 Dec 2017
Cold Fusion: Training Seq2Seq Models Together with Language Models Anuroop Sriram Heewoo Jun S. Satheesh Adam Coates VLM 75 281 0 21 Aug 2017
A Continuous Relaxation of Beam Search for End-to-end Training of Neural Sequence Models Kartik Goyal Graham Neubig Chris Dyer Taylor Berg-Kirkpatrick 3DV 69 40 0 01 Aug 2017
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 366 1,224 0 12 Jun 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 159 3,286 0 08 May 2017
Language Modeling with Gated Convolutional Networks Yann N. Dauphin Angela Fan Michael Auli David Grangier 227 2,396 0 23 Dec 2016
Latent Sequence Decompositions William Chan Yu Zhang Quoc V. Le Navdeep Jaitly 51 62 0 10 Oct 2016
Wav2Letter: an End-to-End ConvNet-based Speech Recognition System R. Collobert Christian Puhrsch Gabriel Synnaeve 3DV 59 283 0 11 Sep 2016
Connectionist Temporal Modeling for Weakly Supervised Action Labeling De-An Huang Li Fei-Fei Juan Carlos Niebles 66 238 0 28 Jul 2016
Sequence-to-Sequence Learning as Beam-Search Optimization Sam Wiseman Alexander M. Rush 121 594 0 09 Jun 2016
Globally Normalized Transition-Based Neural Networks D. Andor Chris Alberti David J. Weiss Aliaksei Severyn Alessandro Presta Kuzman Ganchev Slav Petrov Michael Collins 82 568 0 19 Mar 2016
Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks Tim Salimans Diederik P. Kingma ODL 192 1,941 0 25 Feb 2016
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin Dario Amodei Rishita Anubhai Eric Battenberg Carl Case Jared Casper ... Chong-Jun Wang Bo Xiao Dani Yogatama J. Zhan Zhenyao Zhu 118 2,972 0 08 Dec 2015
Sequence Level Training with Recurrent Neural Networks MarcÁurelio Ranzato S. Chopra Michael Auli Wojciech Zaremba 100 1,614 0 20 Nov 2015
Task Loss Estimation for Sequence Prediction Dzmitry Bahdanau Dmitriy Serdyuk Philemon Brakel Nan Rosemary Ke J. Chorowski Aaron Courville Yoshua Bengio 56 33 0 19 Nov 2015
End-to-End Attention-based Large Vocabulary Speech Recognition Dzmitry Bahdanau J. Chorowski Dmitriy Serdyuk Philemon Brakel Yoshua Bengio 80 1,151 0 18 Aug 2015
Fast and Accurate Recurrent Neural Network Acoustic Models for Speech Recognition Hasim Sak A. Senior Kanishka Rao F. Beaufays 85 436 0 24 Jul 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 421 20,541 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 541 27,295 0 01 Sep 2014
On the difficulty of training Recurrent Neural Networks Razvan Pascanu Tomas Mikolov Yoshua Bengio ODL 190 5,342 0 21 Nov 2012
Learning as Search Optimization: Approximate Large Margin Methods for Structured Prediction Hal Daumé D. Marcu 101 279 0 04 Jul 2009