Frame-level SpecAugment for Deep Convolutional Neural Networks in Hybrid
ASR Systems

Frame-level SpecAugment for Deep Convolutional Neural Networks in Hybrid ASR Systems

7 December 2020

Papers citing "Frame-level SpecAugment for Deep Convolutional Neural Networks in Hybrid ASR Systems"

16 / 16 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 28 42 0 02 Apr 2020
Scaling Up Online Speech Recognition Using ConvNets Vineel Pratap Qiantong Xu Jacob Kahn Gilad Avidov Tatiana Likhomanenko Awni Y. Hannun Vitaliy Liptchinsky Gabriel Synnaeve R. Collobert 184 38 0 27 Jan 2020
SpecAugment on Large Scale Datasets Daniel S. Park Yu Zhang Chung-Cheng Chiu Youzheng Chen Yue Liu William Chan Quoc V. Le Yonghui Wu 40 137 0 11 Dec 2019
SNDCNN: Self-normalizing deep CNNs with scaled exponential linear units for speech recognition Atanas G. Atanasov Tim Ng Leo Liu Henry Mason Xiaodan Zhuang Daben Liu 25 40 0 04 Oct 2019
From Senones to Chenones: Tied Context-Dependent Graphemes for Hybrid Speech Recognition Duc Le Xiaohui Zhang Weiyi Zheng C. Fügen Geoffrey Zweig M. Seltzer 37 63 0 02 Oct 2019
Multilingual Graphemic Hybrid ASR with Massive Data Augmentation Chunxi Liu Qiaochu Zhang Xiaohui Zhang Kritika Singh Yatharth Saraf Geoffrey Zweig 43 27 0 14 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 147 3,435 0 18 Apr 2019
Jasper: An End-to-End Convolutional Neural Acoustic Model Jason Chun Lok Li Vitaly Lavrukhin Boris Ginsburg Ryan Leary Oleksii Kuchaiev Jonathan M. Cohen Huyen Nguyen R. Gadde DRL VLM AuLLM 35 264 0 05 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 68 624 0 15 Nov 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 76 1,150 0 05 Dec 2017
Self-Normalizing Neural Networks Günter Klambauer Thomas Unterthiner Andreas Mayr Sepp Hochreiter 233 2,496 0 08 Jun 2017
Joint CTC-Attention based End-to-End Speech Recognition using Multi-task Learning Suyoun Kim Takaaki Hori Shinji Watanabe 55 921 0 21 Sep 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.4K 192,638 0 10 Dec 2015
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 128 2,261 0 05 Aug 2015
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 155 2,119 0 17 Dec 2014
Sequence Transduction with Recurrent Neural Networks Alex Graves 136 1,858 0 14 Nov 2012