Insights on Neural Representations for End-to-End Speech Recognition

Insights on Neural Representations for End-to-End Speech Recognition

19 May 2022

Thomas Hain

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Papers citing "Insights on Neural Representations for End-to-End Speech Recognition"

17 / 17 papers shown

Title
Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural Networks with Attention over Modules Sarthak Mittal Alex Lamb Anirudh Goyal Vikram S. Voleti Murray Shanahan Guillaume Lajoie Michael C. Mozer Yoshua Bengio 45 65 0 30 Jun 2020
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 75 73 0 18 Sep 2019
Similarity of Neural Network Representations Revisited Simon Kornblith Mohammad Norouzi Honglak Lee Geoffrey E. Hinton 143 1,431 0 01 May 2019
Impact of Fully Connected Layers on Performance of Convolutional Neural Networks for Image Classification S. H. Shabbeer Basha S. Dubey Viswanath Pulabaigari Snehasis Mukherjee OOD 49 404 0 21 Jan 2019
Understanding Learning Dynamics Of Language Models with SVCCA Naomi Saphra Adam Lopez 83 94 0 01 Nov 2018
Insights on representational similarity in neural networks with canonical correlation Ari S. Morcos M. Raghu Samy Bengio DRL 68 447 0 14 Jun 2018
ESPnet: End-to-End Speech Processing Toolkit Shinji Watanabe Takaaki Hori Shigeki Karita Tomoki Hayashi Jiro Nishitoba ... Jahn Heymann Sanjeev Khudanpur Nanxin Chen Adithya Renduchintala Tsubasa Ochiai VLM 114 1,513 0 30 Mar 2018
A Closer Look at Memorization in Deep Networks Devansh Arpit Stanislaw Jastrzebski Nicolas Ballas David M. Krueger Emmanuel Bengio ... Tegan Maharaj Asja Fischer Aaron Courville Yoshua Bengio Simon Lacoste-Julien TDI 128 1,825 0 16 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 786 132,363 0 12 Jun 2017
Very Deep Convolutional Networks for End-to-End Speech Recognition Yu Zhang William Chan Navdeep Jaitly AI4TS 99 411 0 10 Oct 2016
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin Dario Amodei Rishita Anubhai Eric Battenberg Carl Case Jared Casper ... Chong-Jun Wang Bo Xiao Dani Yogatama J. Zhan Zhenyao Zhu 141 2,974 0 08 Dec 2015
End-to-End Attention-based Large Vocabulary Speech Recognition Dzmitry Bahdanau J. Chorowski Dmitriy Serdyuk Philemon Brakel Yoshua Bengio 89 1,152 0 18 Aug 2015
EESEN: End-to-End Speech Recognition using Deep RNN Models and WFST-based Decoding Yajie Miao M. Gowayyed Florian Metze 100 755 0 29 Jul 2015
Attention-Based Models for Speech Recognition J. Chorowski Dzmitry Bahdanau Dmitriy Serdyuk Kyunghyun Cho Yoshua Bengio 129 2,610 0 24 Jun 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 578 27,327 0 01 Sep 2014
On the Number of Linear Regions of Deep Neural Networks Guido Montúfar Razvan Pascanu Kyunghyun Cho Yoshua Bengio 92 1,256 0 08 Feb 2014
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 230 8,526 0 22 Mar 2013