Advancing RNN Transducer Technology for Speech Recognition

17 March 2021

Papers citing "Advancing RNN Transducer Technology for Speech Recognition"

22 / 22 papers shown

Title
A New Training Pipeline for an Improved Neural Transducer Albert Zeyer André Merboldt Ralf Schluter Hermann Ney AI4TS MedIm 37 52 0 19 May 2020
RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions Chung-Cheng Chiu A. Narayanan Wei Han Rohit Prabhavalkar Yu Zhang ... Ruoming Pang Tara N. Sainath Patrick Nguyen Liangliang Cao Yonghui Wu 52 42 0 07 May 2020
Hybrid Autoregressive Transducer (hat) Ehsan Variani David Rybach Cyril Allauzen Michael Riley 53 160 0 12 Mar 2020
A Density Ratio Approach to Language Model Fusion in End-To-End Automatic Speech Recognition Erik McDermott Hasim Sak Ehsan Variani 52 113 0 26 Feb 2020
Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard Zoltán Tüske G. Saon Kartik Audhkhasi Brian Kingsbury BDL 51 68 0 20 Jan 2020
Minimum Bayes Risk Training of RNN-Transducer for End-to-End Speech Recognition Chao Weng Chengzhu Yu Jia Cui Chunlei Zhang Dong Yu 105 39 0 28 Nov 2019
RNN-T For Latency Controlled ASR With Improved Beam Search Mahaveer Jain Kjell Schubert Jay Mahadeokar Ching-Feng Yeh Kaustubh Kalgaonkar Anuroop Sriram Christian Fuegen M. Seltzer 65 45 0 05 Nov 2019
Transformer-Transducer: End-to-End Speech Recognition with Self-Attention Ching-Feng Yeh Jay Mahadeokar Kaustubh Kalgaonkar Yongqiang Wang Duc Le Mahaveer Jain Kjell Schubert Christian Fuegen M. Seltzer 69 150 0 28 Oct 2019
Improving RNN Transducer Modeling for End-to-End Speech Recognition Jinyu Li Rui Zhao Hu Hu Jiawei Liu 51 170 0 26 Sep 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 159 3,451 0 18 Apr 2019
Streaming End-to-end Speech Recognition For Mobile Devices Yanzhang He Tara N. Sainath Rohit Prabhavalkar Ian McGraw R. Álvarez ... K. Sim Tom Bagby Shuo-yiin Chang Kanishka Rao A. Gruenstein 98 626 0 15 Nov 2018
Exploring RNN-Transducer for Chinese Speech Recognition Senmao Wang Pan Zhou Wei Chen Jia Jia Lei Xie 48 30 0 13 Nov 2018
SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation Xinyi Wang Hieu H. Pham Zihang Dai Graham Neubig 60 197 0 22 Aug 2018
Exploring Architectures, Data and Units For Streaming End-to-End Speech Recognition with RNN-Transducer Kanishka Rao Hasim Sak Rohit Prabhavalkar AI4TS 70 347 0 02 Jan 2018
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 86 1,151 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
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 867 6,781 0 26 Sep 2016
On Multiplicative Integration with Recurrent Neural Networks Yuhuai Wu Saizheng Zhang Yanzhe Zhang Yoshua Bengio Ruslan Salakhutdinov 65 155 0 21 Jun 2016
End-to-End Attention-based Large Vocabulary Speech Recognition Dzmitry Bahdanau J. Chorowski Dmitriy Serdyuk Philemon Brakel Yoshua Bengio 77 1,150 0 18 Aug 2015
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 147 2,265 0 05 Aug 2015
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 194 8,507 0 22 Mar 2013
Sequence Transduction with Recurrent Neural Networks Alex Graves 169 1,866 0 14 Nov 2012