On using 2D sequence-to-sequence models for speech recognition

On using 2D sequence-to-sequence models for speech recognition

20 November 2019

Papers citing "On using 2D sequence-to-sequence models for speech recognition"

18 / 18 papers shown

Title
Towards Two-Dimensional Sequence to Sequence Model in Neural Machine Translation Parnia Bahar Christopher Brix Hermann Ney 31 24 0 09 Oct 2018
Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction Maha Elbayad Laurent Besacier Jakob Verbeek HAI 42 82 0 11 Aug 2018
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition Albert Zeyer Tamer Alkhouli Hermann Ney 52 90 0 14 May 2018
Improved training of end-to-end attention models for speech recognition Albert Zeyer Kazuki Irie Ralf Schluter Hermann Ney VLM 49 269 0 08 May 2018
Multitask Learning with Low-Level Auxiliary Tasks for Encoder-Decoder Based Speech Recognition Shubham Toshniwal Hao Tang Liang Lu Karen Livescu 45 116 0 05 Apr 2017
Advances in All-Neural Speech Recognition Geoffrey Zweig Chengzhu Yu J. Droppo A. Stolcke 49 95 0 19 Sep 2016
A Comprehensive Study of Deep Bidirectional LSTM RNNs for Acoustic Modeling in Speech Recognition Albert Zeyer P. Doetsch P. Voigtlaender Ralf Schluter Hermann Ney 48 169 0 22 Jun 2016
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 497 27,231 0 02 Dec 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 157 7,683 0 31 Aug 2015
End-to-End Attention-based Large Vocabulary Speech Recognition Dzmitry Bahdanau J. Chorowski Dmitriy Serdyuk Philemon Brakel Yoshua Bengio 55 1,149 0 18 Aug 2015
Grid Long Short-Term Memory Nal Kalchbrenner Ivo Danihelka Alex Graves AI4TS 62 362 0 06 Jul 2015
Attention-Based Models for Speech Recognition J. Chorowski Dzmitry Bahdanau Dmitriy Serdyuk Kyunghyun Cho Yoshua Bengio 105 2,605 0 24 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 898 149,474 0 22 Dec 2014
CITlab ARGUS for historical handwritten documents Tobias Strauß Tobias Grüning Gundram Leifert R. Labahn 38 21 0 12 Dec 2014
Cells in Multidimensional Recurrent Neural Networks Gundram Leifert Tobias Strauß Tobias Grüning R. Labahn 33 39 0 08 Dec 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 295 20,491 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 397 27,205 0 01 Sep 2014
Multi-Dimensional Recurrent Neural Networks Alex Graves Santiago Fernández Jürgen Schmidhuber 288 308 0 14 May 2007