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Deep Speech 2: End-to-End Speech Recognition in English and Mandarin

Deep Speech 2: End-to-End Speech Recognition in English and Mandarin

8 December 2015
Dario Amodei
Rishita Anubhai
Eric Battenberg
Carl Case
Jared Casper
Bryan Catanzaro
Jingdong Chen
Mike Chrzanowski
Adam Coates
G. Diamos
Erich Elsen
Jesse Engel
Linxi Fan
Christopher Fougner
T. Han
Awni Y. Hannun
Billy Jun
P. LeGresley
Libby Lin
Sharan Narang
A. Ng
Sherjil Ozair
R. Prenger
Jonathan Raiman
S. Satheesh
David Seetapun
Shubho Sengupta
Yi Wang
Zhiqian Wang
Chong-Jun Wang
Bo Xiao
Dani Yogatama
J. Zhan
Zhenyao Zhu
ArXiv (abs)PDFHTML

Papers citing "Deep Speech 2: End-to-End Speech Recognition in English and Mandarin"

46 / 1,096 papers shown
An End-to-End Architecture for Keyword Spotting and Voice Activity
  Detection
An End-to-End Architecture for Keyword Spotting and Voice Activity Detection
Christopher T. Lengerich
Awni Y. Hannun
113
48
0
28 Nov 2016
Dense Prediction on Sequences with Time-Dilated Convolutions for Speech
  Recognition
Dense Prediction on Sequences with Time-Dilated Convolutions for Speech Recognition
Tom Sercu
Vaibhava Goel
VLM
220
59
0
28 Nov 2016
Deep Recurrent Convolutional Neural Network: Improving Performance For
  Speech Recognition
Deep Recurrent Convolutional Neural Network: Improving Performance For Speech Recognition
Zewang Zhang
Zheng Sun
Jiaqi Liu
Jingwen Chen
Zhao Huo
Xiao Zhang
193
13
0
22 Nov 2016
GaDei: On Scale-up Training As A Service For Deep Learning
GaDei: On Scale-up Training As A Service For Deep Learning
Wei Zhang
Minwei Feng
Yunhui Zheng
Yufei Ren
Yandong Wang
...
Peng Liu
Bing Xiang
Li Zhang
Bowen Zhou
Haiwei Yang
ALM
171
10
0
18 Nov 2016
Deep Recurrent Neural Network for Mobile Human Activity Recognition with
  High Throughput
Deep Recurrent Neural Network for Mobile Human Activity Recognition with High Throughput
Masaya Inoue
Sozo Inoue
T. Nishida
HAIBDL
101
258
0
11 Nov 2016
LipNet: End-to-End Sentence-level Lipreading
LipNet: End-to-End Sentence-level Lipreading
Yannis Assael
Brendan Shillingford
Shimon Whiteson
Nando de Freitas
327
449
0
05 Nov 2016
A Framework for Searching for General Artificial Intelligence
A Framework for Searching for General Artificial Intelligence
Marek Rosa
Jan Feyereisl
The GoodAI Collective
AI4CE
165
20
0
02 Nov 2016
Neural Speech Recognizer: Acoustic-to-Word LSTM Model for Large
  Vocabulary Speech Recognition
Neural Speech Recognizer: Acoustic-to-Word LSTM Model for Large Vocabulary Speech Recognition
H. Soltau
H. Liao
Hasim Sak
200
315
0
31 Oct 2016
Streaming Normalization: Towards Simpler and More Biologically-plausible
  Normalizations for Online and Recurrent Learning
Streaming Normalization: Towards Simpler and More Biologically-plausible Normalizations for Online and Recurrent Learning
Q. Liao
Kenji Kawaguchi
T. Poggio
137
30
0
19 Oct 2016
Achieving Human Parity in Conversational Speech Recognition
Achieving Human Parity in Conversational Speech Recognition
Wayne Xiong
J. Droppo
Xuedong Huang
Frank Seide
M. Seltzer
A. Stolcke
Dong Yu
Geoffrey Zweig
320
591
0
17 Oct 2016
Very Deep Convolutional Networks for End-to-End Speech Recognition
Very Deep Convolutional Networks for End-to-End Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2016
Yu Zhang
William Chan
Navdeep Jaitly
AI4TS
208
419
0
10 Oct 2016
Accelerating Deep Convolutional Networks using low-precision and
  sparsity
Accelerating Deep Convolutional Networks using low-precision and sparsity
Ganesh Venkatesh
Eriko Nurvitadhi
Debbie Marr
246
135
0
02 Oct 2016
FPGA-Based Low-Power Speech Recognition with Recurrent Neural Networks
FPGA-Based Low-Power Speech Recognition with Recurrent Neural Networks
Minjae Lee
Kyuyeon Hwang
Jinhwan Park
Sung-Hyk Choi
Sungho Shin
Wonyong Sung
143
80
0
30 Sep 2016
Memory Visualization for Gated Recurrent Neural Networks in Speech
  Recognition
Memory Visualization for Gated Recurrent Neural Networks in Speech Recognition
Zhiyuan Tang
Ying Shi
Dong Wang
Yang Feng
Shiyue Zhang
150
55
0
28 Sep 2016
Multi-task Recurrent Model for True Multilingual Speech Recognition
Multi-task Recurrent Model for True Multilingual Speech Recognition
Zhiyuan Tang
Lantian Li
Dong Wang
50
5
0
27 Sep 2016
A Fully Convolutional Neural Network for Speech Enhancement
A Fully Convolutional Neural Network for Speech Enhancement
Se Rim Park
Jinwon Lee
211
388
0
22 Sep 2016
Deep-Learned Collision Avoidance Policy for Distributed Multi-Agent
  Navigation
Deep-Learned Collision Avoidance Policy for Distributed Multi-Agent Navigation
Pinxin Long
Wenxi Liu
Jia Pan
238
183
0
22 Sep 2016
Wav2Letter: an End-to-End ConvNet-based Speech Recognition System
Wav2Letter: an End-to-End ConvNet-based Speech Recognition System
R. Collobert
Christian Puhrsch
Gabriel Synnaeve
3DV
221
292
0
11 Sep 2016
Comparing Speech and Keyboard Text Entry for Short Messages in Two
  Languages on Touchscreen Phones
Comparing Speech and Keyboard Text Entry for Short Messages in Two Languages on Touchscreen PhonesProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2016
S. Ruan
J. Wobbrock
Kenny Liou
A. Ng
James A. Landay
140
165
0
25 Aug 2016
Recurrent Neural Networks With Limited Numerical Precision
Recurrent Neural Networks With Limited Numerical Precision
Joachim Ott
Zhouhan Lin
Yanzhe Zhang
Shih-Chii Liu
Yoshua Bengio
MQ
236
78
0
24 Aug 2016
Fathom: Reference Workloads for Modern Deep Learning Methods
Fathom: Reference Workloads for Modern Deep Learning MethodsIEEE International Symposium on Workload Characterization (IISWC), 2016
Robert Adolf
Saketh Rama
Brandon Reagen
Gu-Yeon Wei
David Brooks
130
186
0
23 Aug 2016
Cognitive Science in the era of Artificial Intelligence: A roadmap for
  reverse-engineering the infant language-learner
Cognitive Science in the era of Artificial Intelligence: A roadmap for reverse-engineering the infant language-learner
Emmanuel Dupoux
296
175
0
29 Jul 2016
Layer Normalization
Layer Normalization
Jimmy Lei Ba
J. Kiros
Geoffrey E. Hinton
672
11,827
0
21 Jul 2016
Playing Atari Games with Deep Reinforcement Learning and Human
  Checkpoint Replay
Playing Atari Games with Deep Reinforcement Learning and Human Checkpoint Replay
Ionel-Alexandru Hosu
Traian Rebedea
134
103
0
18 Jul 2016
Context Matters: Refining Object Detection in Video with Recurrent
  Neural Networks
Context Matters: Refining Object Detection in Video with Recurrent Neural NetworksBritish Machine Vision Conference (BMVC), 2016
Subarna Tripathi
Zachary Chase Lipton
Serge J. Belongie
Truong Thao Nguyen
ObjD
234
64
0
15 Jul 2016
DSD: Dense-Sparse-Dense Training for Deep Neural Networks
DSD: Dense-Sparse-Dense Training for Deep Neural Networks
Song Han
Jeff Pool
Sharan Narang
Huizi Mao
Enhao Gong
...
Peter Vajda
Manohar Paluri
J. Tran
Bryan Catanzaro
W. Dally
CVBM
217
83
0
15 Jul 2016
Intra-layer Nonuniform Quantization for Deep Convolutional Neural
  Network
Intra-layer Nonuniform Quantization for Deep Convolutional Neural Network
Fangxuan Sun
Jun Lin
Zhongfeng Wang
MQ
115
3
0
10 Jul 2016
Improved Recurrent Neural Networks for Session-based Recommendations
Improved Recurrent Neural Networks for Session-based Recommendations
Yong Kiam Tan
Xinxing Xu
Yong-Jin Liu
177
804
0
27 Jun 2016
LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in
  Recurrent Neural Networks
LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks
Hendrik Strobelt
Sebastian Gehrmann
Hanspeter Pfister
Alexander M. Rush
HAI
148
85
0
23 Jun 2016
A Curriculum Learning Method for Improved Noise Robustness in Automatic
  Speech Recognition
A Curriculum Learning Method for Improved Noise Robustness in Automatic Speech RecognitionEuropean Signal Processing Conference (EUSIPCO), 2016
Stefan Braun
Daniel Neil
Shih-Chii Liu
139
88
0
22 Jun 2016
Concrete Problems in AI Safety
Concrete Problems in AI Safety
Dario Amodei
C. Olah
Jacob Steinhardt
Paul Christiano
John Schulman
Dandelion Mané
1.4K
2,772
0
21 Jun 2016
Deep Learning with Darwin: Evolutionary Synthesis of Deep Neural
  Networks
Deep Learning with Darwin: Evolutionary Synthesis of Deep Neural Networks
M. Shafiee
A. Mishra
A. Wong
242
44
0
14 Jun 2016
Distributed Hessian-Free Optimization for Deep Neural Network
Distributed Hessian-Free Optimization for Deep Neural Network
Xi He
Dheevatsa Mudigere
M. Smelyanskiy
Martin Takáč
121
9
0
02 Jun 2016
Boda-RTC: Productive Generation of Portable, Efficient Code for
  Convolutional Neural Networks on Mobile Computing Platforms
Boda-RTC: Productive Generation of Portable, Efficient Code for Convolutional Neural Networks on Mobile Computing PlatformsIEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), 2016
Matthew W. Moskewicz
F. Iandola
Kurt Keutzer
142
8
0
01 Jun 2016
Variational hybridization and transformation for large inaccurate
  noisy-or networks
Variational hybridization and transformation for large inaccurate noisy-or networks
Yusheng Xie
Nan Du
Wei Fan
Jing Zhai
Weicheng Zhu
BDL
149
1
0
20 May 2016
Review of state-of-the-arts in artificial intelligence with application
  to AI safety problem
Review of state-of-the-arts in artificial intelligence with application to AI safety problem
V. Shakirov
150
10
0
11 May 2016
Optimizing Performance of Recurrent Neural Networks on GPUs
Optimizing Performance of Recurrent Neural Networks on GPUs
J. Appleyard
Tomás Kociský
Phil Blunsom
139
94
0
07 Apr 2016
Advances in Very Deep Convolutional Neural Networks for LVCSR
Advances in Very Deep Convolutional Neural Networks for LVCSR
Tom Sercu
Vaibhava Goel
204
44
0
06 Apr 2016
Character-Level Neural Translation for Multilingual Media Monitoring in
  the SUMMA Project
Character-Level Neural Translation for Multilingual Media Monitoring in the SUMMA Project
Guntis Barzdins
Steve Renals
D. Gosko
68
6
0
05 Apr 2016
Character-Level Question Answering with Attention
Character-Level Question Answering with Attention
David Golub
Xiaodong He
298
189
0
04 Apr 2016
Learning Multiscale Features Directly From Waveforms
Learning Multiscale Features Directly From Waveforms
Zhenyao Zhu
Jesse Engel
Awni Y. Hannun
182
65
0
31 Mar 2016
Recurrent Batch Normalization
Recurrent Batch Normalization
Tim Cooijmans
Nicolas Ballas
César Laurent
Çağlar Gülçehre
Aaron Courville
ODL
630
414
0
30 Mar 2016
Convolutional RNN: an Enhanced Model for Extracting Features from
  Sequential Data
Convolutional RNN: an Enhanced Model for Extracting Features from Sequential Data
Gil Keren
Björn Schuller
181
152
0
18 Feb 2016
Online Keyword Spotting with a Character-Level Recurrent Neural Network
Online Keyword Spotting with a Character-Level Recurrent Neural Network
Kyuyeon Hwang
Minjae Lee
Wonyong Sung
140
39
0
30 Dec 2015
Recent Advances in Convolutional Neural Networks
Recent Advances in Convolutional Neural Networks
Jiuxiang Gu
Zhenhua Wang
Jason Kuen
Lianyang Ma
Amir Shahroudy
...
Xingxing Wang
Li Wang
Gang Wang
Jianfei Cai
Tsuhan Chen
743
5,721
0
22 Dec 2015
Deep Speech: Scaling up end-to-end speech recognition
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
574
2,209
0
17 Dec 2014
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