A comparison of streaming models and data augmentation methods for
robust speech recognition

A comparison of streaming models and data augmentation methods for robust speech recognition

19 November 2021

Dhananjaya N. Gowda

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Papers citing "A comparison of streaming models and data augmentation methods for robust speech recognition"

18 / 18 papers shown

Title
A review of on-device fully neural end-to-end automatic speech recognition algorithms Chanwoo Kim Dhananjaya N. Gowda Dongsoo Lee Jiyeon Kim Ankur Kumar Sungsoo Kim Abhinav Garg C. Han 45 27 0 14 Dec 2020
A Streaming On-Device End-to-End Model Surpassing Server-Side Conventional Model Quality and Latency Tara N. Sainath Yanzhang He Yue Liu A. Narayanan Ruoming Pang ... Trevor Strohman Mirkó Visontai Yonghui Wu Yu Zhang Ding Zhao 74 218 0 28 Mar 2020
Streaming automatic speech recognition with the transformer model Niko Moritz Takaaki Hori Jonathan Le Roux 80 187 0 08 Jan 2020
power-law nonlinearity with maximally uniform distribution criterion for improved neural network training in automatic speech recognition Chanwoo Kim Mehul Kumar Kwangyoun Kim Dhananjaya N. Gowda 41 9 0 22 Dec 2019
end-to-end training of a large vocabulary end-to-end speech recognition system Chanwoo Kim Sungsoo Kim Kwangyoun Kim Mehul Kumar Jiyeon Kim ... Eunhyang Kim Minkyoo Shin Shatrughan Singh Larry Heck Dhananjaya N. Gowda 38 27 0 22 Dec 2019
SpecAugment on Large Scale Datasets Daniel S. Park Yu Zhang Chung-Cheng Chiu Youzheng Chen Yue Liu William Chan Quoc V. Le Yonghui Wu 79 138 0 11 Dec 2019
Improving RNN Transducer Modeling for End-to-End Speech Recognition Jinyu Li Rui Zhao Hu Hu Jiawei Liu 60 170 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 177 3,470 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 117 627 0 15 Nov 2018
Voices Obscured in Complex Environmental Settings (VOICES) corpus Colleen Richey Maria Artigas Zeb Armstrong C. Bartels H. Franco ... Julien van Hout Paul Gamble Jeff Hetherly Cory Stephenson Karl S. Ni 62 127 0 13 Apr 2018
Monotonic Chunkwise Attention Chung-Cheng Chiu Colin Raffel 71 256 0 14 Dec 2017
Efficient Implementation of the Room Simulator for Training Deep Neural Network Acoustic Models Chanwoo Kim Ehsan Variani A. Narayanan M. Bacchiani 43 19 0 09 Dec 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 63 292 0 08 Jun 2017
Online and Linear-Time Attention by Enforcing Monotonic Alignments Colin Raffel Minh-Thang Luong Peter J. Liu Ron J. Weiss Douglas Eck 97 261 0 03 Apr 2017
Morphological Inflection Generation with Hard Monotonic Attention Roee Aharoni Yoav Goldberg 87 15 0 04 Nov 2016
Joint CTC-Attention based End-to-End Speech Recognition using Multi-task Learning Suyoun Kim Takaaki Hori Shinji Watanabe 92 931 0 21 Sep 2016
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 163 2,269 0 05 Aug 2015
Sequence Transduction with Recurrent Neural Networks Alex Graves 195 1,872 0 14 Nov 2012

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