Improved training of end-to-end attention models for speech recognition

8 May 2018

Papers citing "Improved training of end-to-end attention models for speech recognition"

34 / 34 papers shown

Title
The Conformer Encoder May Reverse the Time Dimension Robin Schmitt Albert Zeyer Mohammad Zeineldeen Ralf Schluter Hermann Ney 70 0 0 01 Oct 2024
MultiMed: Multilingual Medical Speech Recognition via Attention Encoder Decoder Khai-Nguyen Nguyen Phuc Phan Tan-Hanh Pham Bach Phan Tat Minh-Huong Ngo Chris Ngo Thanh Nguyen-Tang Truong-Son Hy LM&MA 86 0 0 21 Sep 2024
Towards Online End-to-end Transformer Automatic Speech Recognition E. Tsunoo Yosuke Kashiwagi Toshiyuki Kumakura Shinji Watanabe 58 32 0 25 Oct 2019
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition Albert Zeyer Tamer Alkhouli Hermann Ney 65 92 0 14 May 2018
Exploring Architectures, Data and Units For Streaming End-to-End Speech Recognition with RNN-Transducer Kanishka Rao Hasim Sak Rohit Prabhavalkar AI4TS 81 347 0 02 Jan 2018
Letter-Based Speech Recognition with Gated ConvNets Vitaliy Liptchinsky Gabriel Synnaeve R. Collobert 55 72 0 22 Dec 2017
Improving End-to-End Speech Recognition with Policy Learning Yingbo Zhou Caiming Xiong R. Socher 63 40 0 19 Dec 2017
Monotonic Chunkwise Attention Chung-Cheng Chiu Colin Raffel 65 256 0 14 Dec 2017
State-of-the-art Speech Recognition With Sequence-to-Sequence Models Chung-Cheng Chiu Tara N. Sainath Yonghui Wu Rohit Prabhavalkar Patrick Nguyen ... Katya Gonina Navdeep Jaitly Yue Liu J. Chorowski M. Bacchiani AI4TS 91 1,153 0 05 Dec 2017
Exploring Neural Transducers for End-to-End Speech Recognition Eric Battenberg Jitong Chen R. Child Adam Coates Yashesh Gaur Yi Li ... Hairong Liu S. Satheesh David Seetapun Anuroop Sriram Zhenyao Zhu AI4TS 66 230 0 24 Jul 2017
Advances in Joint CTC-Attention based End-to-End Speech Recognition with a Deep CNN Encoder and RNN-LM Takaaki Hori Shinji Watanabe Yu Zhang William Chan 61 292 0 08 Jun 2017
Multitask Learning with Low-Level Auxiliary Tasks for Encoder-Decoder Based Speech Recognition Shubham Toshniwal Hao Tang Liang Lu Karen Livescu 76 116 0 05 Apr 2017
Online and Linear-Time Attention by Enforcing Monotonic Alignments Colin Raffel Minh-Thang Luong Peter J. Liu Ron J. Weiss Douglas Eck 73 261 0 03 Apr 2017
Direct Acoustics-to-Word Models for English Conversational Speech Recognition Kartik Audhkhasi Bhuvana Ramabhadran G. Saon M. Picheny D. Nahamoo 56 69 0 22 Mar 2017
Gram-CTC: Automatic Unit Selection and Target Decomposition for Sequence Labelling Hairong Liu Zhenyao Zhu Xiangang Li S. Satheesh VLM 70 56 0 01 Mar 2017
Neural Speech Recognizer: Acoustic-to-Word LSTM Model for Large Vocabulary Speech Recognition H. Soltau H. Liao Hasim Sak 74 310 0 31 Oct 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 903 6,790 0 26 Sep 2016
Advances in All-Neural Speech Recognition Geoffrey Zweig Chengzhu Yu J. Droppo A. Stolcke 61 95 0 19 Sep 2016
Wav2Letter: an End-to-End ConvNet-based Speech Recognition System R. Collobert Christian Puhrsch Gabriel Synnaeve 3DV 64 283 0 11 Sep 2016
RETURNN: The RWTH Extensible Training framework for Universal Recurrent Neural Networks P. Doetsch Albert Zeyer P. Voigtlaender Ilya Kulikov Ralf Schluter Hermann Ney 53 76 0 02 Aug 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 61 169 0 22 Jun 2016
Modeling Coverage for Neural Machine Translation Zhaopeng Tu Zhengdong Lu Yang Liu Xiaohua Liu Hang Li 92 748 0 19 Jan 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 137 2,973 0 08 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 883 27,373 0 02 Dec 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 224 7,745 0 31 Aug 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 385 7,964 0 17 Aug 2015
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 156 2,266 0 05 Aug 2015
EESEN: End-to-End Speech Recognition using Deep RNN Models and WFST-based Decoding Yajie Miao M. Gowayyed Florian Metze 100 755 0 29 Jul 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
On Using Monolingual Corpora in Neural Machine Translation Çağlar Gülçehre Orhan Firat Kelvin Xu Kyunghyun Cho Loïc Barrault Huei-Chi Lin Fethi Bougares Holger Schwenk Yoshua Bengio 124 562 0 11 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
Deep Speech: Scaling up end-to-end speech recognition Awni Y. Hannun Carl Case Jared Casper Bryan Catanzaro G. Diamos ... R. Prenger S. Satheesh Shubho Sengupta Adam Coates A. Ng 183 2,128 0 17 Dec 2014
End-to-end Continuous Speech Recognition using Attention-based Recurrent NN: First Results J. Chorowski Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio 96 470 0 04 Dec 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 560 27,311 0 01 Sep 2014