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1610.05256
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Achieving Human Parity in Conversational Speech Recognition
17 October 2016
Wayne Xiong
J. Droppo
Xuedong Huang
Frank Seide
M. Seltzer
A. Stolcke
Dong Yu
Geoffrey Zweig
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Papers citing
"Achieving Human Parity in Conversational Speech Recognition"
50 / 201 papers shown
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Certified Defenses against Adversarial Examples
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Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning
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Building competitive direct acoustics-to-word models for English conversational speech recognition
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Brian Kingsbury
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Multilingual Adaptation of RNN Based ASR Systems
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Sebastian Stüker
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Phonemic and Graphemic Multilingual CTC Based Speech Recognition
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Robust Speech Recognition Using Generative Adversarial Networks
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Heewoo Jun
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Learning Filterbanks from Raw Speech for Phone Recognition
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Acoustic Landmarks Contain More Information About the Phone String than Other Frames for Automatic Speech Recognition with Deep Neural Network Acoustic Model
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Boon Pang Lim
Xuesong Yang
M. Hasegawa-Johnson
Deming Chen
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Bhuvana Ramabhadran
G. Saon
A. Sethy
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19 Sep 2017
Joint Separation and Denoising of Noisy Multi-talker Speech using Recurrent Neural Networks and Permutation Invariant Training
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Dong Yu
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Jesper Jensen
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31 Aug 2017
Comparing Human and Machine Errors in Conversational Speech Transcription
A. Stolcke
J. Droppo
136
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The Microsoft 2017 Conversational Speech Recognition System
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Lingfeng Wu
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Xuedong Huang
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Future Word Contexts in Neural Network Language Models
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Xunying Liu
Anton Ragni
Yu Wang
Mark Gales
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An Improved Residual LSTM Architecture for Acoustic Modeling
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Jiasong Sun
Ji Xu
Yi Yang
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17 Aug 2017
Lattice Long Short-Term Memory for Human Action Recognition
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Lin Sun
Kui Jia
Kevin Chen
Dit-Yan Yeung
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148
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13 Aug 2017
Exploring Neural Transducers for End-to-End Speech Recognition
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Jitong Chen
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177
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24 Jul 2017
Progressive Joint Modeling in Unsupervised Single-channel Overlapped Speech Recognition
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Encoding Word Confusion Networks with Recurrent Neural Networks for Dialog State Tracking
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Ngoc Thang Vu
168
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Speaker-independent Speech Separation with Deep Attractor Network
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Zhuo Chen
N. Mesgarani
264
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Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks
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Awni Y. Hannun
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A. Ng
225
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06 Jul 2017
Adversarial Example Defenses: Ensembles of Weak Defenses are not Strong
Warren He
James Wei
Xinyun Chen
Nicholas Carlini
Basel Alomair
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191
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15 Jun 2017
On Calibration of Modern Neural Networks
International Conference on Machine Learning (ICML), 2017
Chuan Guo
Geoff Pleiss
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Deep Learning for Environmentally Robust Speech Recognition: An Overview of Recent Developments
ACM Transactions on Intelligent Systems and Technology (TIST), 2017
Zixing Zhang
Jürgen T. Geiger
Jouni Pohjalainen
A. Mousa
Wenyu Jin
Björn Schuller
271
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30 May 2017
DeepXplore: Automated Whitebox Testing of Deep Learning Systems
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Yinzhi Cao
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Suman Jana
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501
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Reducing Bias in Production Speech Models
Eric Battenberg
R. Child
Adam Coates
Christopher Fougner
Yashesh Gaur
...
Vinay Rao
S. Satheesh
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Zhenyao Zhu
137
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A comprehensive study of batch construction strategies for recurrent neural networks in MXNet
P. Doetsch
Pavel Golik
Hermann Ney
117
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Factorization tricks for LSTM networks
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219
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Simplified End-to-End MMI Training and Voting for ASR
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D. Burshtein
114
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30 Mar 2017
Recognizing Multi-talker Speech with Permutation Invariant Training
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Xuankai Chang
Y. Qian
303
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Multi-talker Speech Separation with Utterance-level Permutation Invariant Training of Deep Recurrent Neural Networks
Morten Kolbaek
Dong Yu
Zheng-Hua Tan
Jesper Jensen
298
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English Conversational Telephone Speech Recognition by Humans and Machines
G. Saon
Gakuto Kurata
Tom Sercu
Kartik Audhkhasi
Samuel Thomas
...
Bhuvana Ramabhadran
M. Picheny
L. Lim
Bergul Roomi
Phil Hall
211
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Gram-CTC: Automatic Unit Selection and Target Decomposition for Sequence Labelling
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Zhenyao Zhu
Xiangang Li
S. Satheesh
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217
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Multitask Learning with CTC and Segmental CRF for Speech Recognition
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Liang Lu
Lingpeng Kong
Chris Dyer
Noah A. Smith
179
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Deep Learning for Computational Chemistry
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Nathan Oken Hodas
Abhinav Vishnu
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201
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Kernel Approximation Methods for Speech Recognition
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A. Garakani
Zhiyun Lu
Dong Guo
Kuan Liu
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Daniel J. Hsu
Brian Kingsbury
M. Picheny
Fei Sha
163
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0
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Akid: A Library for Neural Network Research and Production from a Dataism Approach
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76
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Dense Prediction on Sequences with Time-Dilated Convolutions for Speech Recognition
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Vaibhava Goel
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206
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0
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Unsupervised Pretraining for Sequence to Sequence Learning
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Peter J. Liu
Quoc V. Le
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The Microsoft 2016 Conversational Speech Recognition System
Wayne Xiong
J. Droppo
Xuedong Huang
Frank Seide
M. Seltzer
A. Stolcke
Dong Yu
Geoffrey Zweig
241
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0
12 Sep 2016
Using the Output Embedding to Improve Language Models
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