Very Deep Convolutional Networks for End-to-End Speech Recognition

10 October 2016

Papers citing "Very Deep Convolutional Networks for End-to-End Speech Recognition"

24 / 24 papers shown

Title
Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing Yonggan Fu Yang Zhang Kaizhi Qian Zhifan Ye Zhongzhi Yu Cheng-I Jeff Lai Yingyan Lin 147 9 0 02 Nov 2022
Focal Loss based Residual Convolutional Neural Network for Speech Emotion Recognition Suraj Tripathi Abhay Kumar A. Ramesh Chirag Singh Promod Yenigalla 89 13 0 11 Jun 2019
Residual Convolutional CTC Networks for Automatic Speech Recognition Yisen Wang Xuejiao Deng Songbai Pu Zhiheng Huang 78 82 0 24 Feb 2017
Residual LSTM: Design of a Deep Recurrent Architecture for Distant Speech Recognition Jaeyoung Kim Mostafa El-Khamy Jungwon Lee AI4TS 90 181 0 10 Jan 2017
Advances in Very Deep Convolutional Neural Networks for LVCSR Tom Sercu Vaibhava Goel 51 44 0 06 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
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
Task Loss Estimation for Sequence Prediction Dzmitry Bahdanau Dmitriy Serdyuk Philemon Brakel Nan Rosemary Ke J. Chorowski Aaron Courville Yoshua Bengio 70 33 0 19 Nov 2015
Highway Long Short-Term Memory RNNs for Distant Speech Recognition Yu Zhang Guoguo Chen Dong Yu Kaisheng Yao Sanjeev Khudanpur James R. Glass 3DV AI4TS 66 292 0 30 Oct 2015
Very Deep Multilingual Convolutional Neural Networks for LVCSR Tom Sercu Christian Puhrsch Brian Kingsbury Yann LeCun 60 224 0 29 Sep 2015
End-to-End Attention-based Large Vocabulary Speech Recognition Dzmitry Bahdanau J. Chorowski Dmitriy Serdyuk Philemon Brakel Yoshua Bengio 87 1,152 0 18 Aug 2015
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 156 2,269 0 05 Aug 2015
Training Very Deep Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 161 1,685 0 22 Jul 2015
Grid Long Short-Term Memory Nal Kalchbrenner Ivo Danihelka Alex Graves AI4TS 89 363 0 06 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
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 568 8,005 0 13 Jun 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 465 43,341 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 485 43,694 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,508 0 04 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 578 27,327 0 01 Sep 2014
Network In Network Min Lin Qiang Chen Shuicheng Yan 294 6,284 0 16 Dec 2013
Improvements to deep convolutional neural networks for LVCSR Tara N. Sainath Brian Kingsbury Abdel-rahman Mohamed George E. Dahl G. Saon H. Soltau T. Beran Aleksandr Aravkin Bhuvana Ramabhadran 112 228 0 05 Sep 2013
Sequence Transduction with Recurrent Neural Networks Alex Graves 195 1,871 0 14 Nov 2012