Early Stage LM Integration Using Local and Global Log-Linear Combination

20 May 2020

Papers citing "Early Stage LM Integration Using Local and Global Log-Linear Combination"

13 / 13 papers shown

Title
The RWTH ASR System for TED-LIUM Release 2: Improving Hybrid HMM with SpecAugment Wei Zhou Wilfried Michel Kazuki Irie M. Kitza Ralf Schluter Hermann Ney 34 42 0 02 Apr 2020
Generating Synthetic Audio Data for Attention-Based Speech Recognition Systems Nick Rossenbach Albert Zeyer Ralf Schluter Hermann Ney 50 84 0 19 Dec 2019
Minimum Bayes Risk Training of RNN-Transducer for End-to-End Speech Recognition Chao Weng Chengzhu Yu Jia Cui Chunlei Zhang Dong Yu 119 39 0 28 Nov 2019
Language Modeling with Deep Transformers Kazuki Irie Albert Zeyer Ralf Schluter Hermann Ney KELM 85 176 0 10 May 2019
SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition Daniel S. Park William Chan Yu Zhang Chung-Cheng Chiu Barret Zoph E. D. Cubuk Quoc V. Le VLM 177 3,461 0 18 Apr 2019
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions Awni Y. Hannun Ann Lee Qiantong Xu R. Collobert 53 97 0 04 Apr 2019
Correcting Length Bias in Neural Machine Translation Kenton W. Murray David Chiang AIMat 69 157 0 29 Aug 2018
A Comparison of Techniques for Language Model Integration in Encoder-Decoder Speech Recognition Shubham Toshniwal Anjuli Kannan Chung-Cheng Chiu Yonghui Wu Tara N. Sainath Karen Livescu 67 156 0 27 Jul 2018
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 81 281 0 21 Aug 2017
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
Length bias in Encoder Decoder Models and a Case for Global Conditioning Pavel Sountsov Sunita Sarawagi AI4CE 51 42 0 10 Jun 2016
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 121 561 0 11 Mar 2015