Towards better decoding and language model integration in sequence to sequence models

8 December 2016

Papers citing "Towards better decoding and language model integration in sequence to sequence models"

34 / 84 papers shown

Title
Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation Weixin Liang James Zou Zhou Yu ELM 34 33 0 21 May 2020
A Comparison of Label-Synchronous and Frame-Synchronous End-to-End Models for Speech Recognition Linhao Dong Cheng Yi Jianzong Wang Shiyu Zhou Shuang Xu X. Jia Bo Xu 36 17 0 20 May 2020
Hybrid Autoregressive Transducer (hat) Ehsan Variani David Rybach Cyril Allauzen Michael Riley 21 158 0 12 Mar 2020
Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning Zhiqiang Shen Zechun Liu Zhuang Liu Marios Savvides Trevor Darrell Eric P. Xing OCL SSL 30 103 0 11 Mar 2020
A Density Ratio Approach to Language Model Fusion in End-To-End Automatic Speech Recognition Erik McDermott Hasim Sak Ehsan Variani 17 112 0 26 Feb 2020
Semi-Supervised Speech Recognition via Local Prior Matching Wei-Ning Hsu Ann Lee Gabriel Synnaeve Awni Y. Hannun SSL 27 31 0 24 Feb 2020
Imputer: Sequence Modelling via Imputation and Dynamic Programming William Chan Chitwan Saharia Geoffrey E. Hinton Mohammad Norouzi Navdeep Jaitly BDL AI4TS 21 114 0 20 Feb 2020
Audio-Visual Decision Fusion for WFST-based and seq2seq Models R. Aralikatti Sharad Roy Abhinav Thanda D. Margam Pujitha Appan Kandala Tanay Sharma S. Venkatesan 19 1 0 29 Jan 2020
Character-Aware Attention-Based End-to-End Speech Recognition Zhong Meng Yashesh Gaur Jinyu Li Jiawei Liu 17 10 0 06 Jan 2020
Making Better Mistakes: Leveraging Class Hierarchies with Deep Networks Luca Bertinetto Romain Mueller Konstantinos Tertikas Sina Samangooei Nicholas A. Lord OOD 25 131 0 19 Dec 2019
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 20 311 0 04 Dec 2019
End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures Gabriel Synnaeve Qiantong Xu Jacob Kahn Tatiana Likhomanenko Edouard Grave Vineel Pratap Anuroop Sriram Vitaliy Liptchinsky R. Collobert SSL AI4TS 36 246 0 19 Nov 2019
Self-Training for End-to-End Speech Recognition Jacob Kahn Ann Lee Awni Y. Hannun SSL 27 231 0 19 Sep 2019
Espresso: A Fast End-to-end Neural Speech Recognition Toolkit Yiming Wang Tongfei Chen Hainan Xu Shuoyang Ding Hang Lv Yiwen Shao Nanyun Peng Lei Xie Shinji Watanabe Sanjeev Khudanpur VLM 24 73 0 18 Sep 2019
Two-Pass End-to-End Speech Recognition Tara N. Sainath Ruoming Pang David Rybach Yanzhang He Rohit Prabhavalkar ... Qiao Liang Trevor Strohman Yonghui Wu Ian McGraw Chung-Cheng Chiu 32 147 0 29 Aug 2019
Learn Spelling from Teachers: Transferring Knowledge from Language Models to Sequence-to-Sequence Speech Recognition Ye Bai Jiangyan Yi J. Tao Zhengkun Tian Zhengqi Wen KELM 22 38 0 13 Jul 2019
Listen, Attend, Spell and Adapt: Speaker Adapted Sequence-to-Sequence ASR F. Weninger Jesús Andrés-Ferrer Xinwei Li P. Zhan AI4TS 29 26 0 08 Jul 2019
GLTR: Statistical Detection and Visualization of Generated Text Sebastian Gehrmann Hendrik Strobelt Alexander M. Rush DeLMO 17 511 0 10 Jun 2019
CIF: Continuous Integrate-and-Fire for End-to-End Speech Recognition Linhao Dong Bo Xu 27 125 0 27 May 2019
A spelling correction model for end-to-end speech recognition Jinxi Guo Tara N. Sainath Ron J. Weiss AuLLM KELM 32 139 0 19 Feb 2019
Pretraining by Backtranslation for End-to-end ASR in Low-Resource Settings Matthew Wiesner Adithya Renduchintala Shinji Watanabe Shuoyang Ding Najim Dehak Sanjeev Khudanpur 21 32 0 10 Dec 2018
Improved Chord Recognition by Combining Duration and Harmonic Language Models Filip Korzeniowski Gerhard Widmer 19 25 0 16 Aug 2018
Extending Recurrent Neural Aligner for Streaming End-to-End Speech Recognition in Mandarin Linhao Dong Shiyu Zhou Wei Chen Bo Xu 24 22 0 17 Jun 2018
Hierarchical Neural Story Generation Angela Fan M. Lewis Yann N. Dauphin DiffM 60 1,586 0 13 May 2018
End-to-End Multimodal Speech Recognition Shruti Palaskar Ramon Sanabria Florian Metze 33 41 0 25 Apr 2018
No Need for a Lexicon? Evaluating the Value of the Pronunciation Lexica in End-to-End Models Tara N. Sainath Rohit Prabhavalkar Shankar Kumar Seungjin Lee Anjuli Kannan ... Patrick Nguyen Bo-wen Li Yonghui Wu Z. Chen Chung-Cheng Chiu 19 53 0 05 Dec 2017
Improving the Performance of Online Neural Transducer Models Tara N. Sainath Chung-Cheng Chiu Rohit Prabhavalkar Anjuli Kannan Yonghui Wu Patrick Nguyen Z. Chen AI4TS 41 49 0 05 Dec 2017
Multilingual Speech Recognition With A Single End-To-End Model Shubham Toshniwal Tara N. Sainath Ron J. Weiss Bo-wen Li Pedro J. Moreno Eugene Weinstein Kanishka Rao 19 262 0 06 Nov 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 42 229 0 24 Jul 2017
Online and Linear-Time Attention by Enforcing Monotonic Alignments Colin Raffel Minh-Thang Luong Peter J. Liu Ron J. Weiss Douglas Eck 27 255 0 03 Apr 2017
Lip Reading Sentences in the Wild Joon Son Chung A. Senior Oriol Vinyals Andrew Zisserman 176 784 0 16 Nov 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016
SoftTarget Regularization: An Effective Technique to Reduce Over-Fitting in Neural Networks Armen Aghajanyan 29 16 0 21 Sep 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015