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Deep Speech: Scaling up end-to-end speech recognition
17 December 2014
Awni Y. Hannun
Carl Case
Jared Casper
Bryan Catanzaro
G. Diamos
Erich Elsen
R. Prenger
S. Satheesh
Shubho Sengupta
Adam Coates
A. Ng
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Papers citing
"Deep Speech: Scaling up end-to-end speech recognition"
50 / 768 papers shown
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Jeff Cai
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18 Dec 2018
DeepCruiser: Automated Guided Testing for Stateful Deep Learning Systems
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Xiaofei Xie
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152
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13 Dec 2018
Pretraining by Backtranslation for End-to-end ASR in Low-Resource Settings
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Adithya Renduchintala
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196
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10 Dec 2018
Prior Networks for Detection of Adversarial Attacks
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156
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06 Dec 2018
Layer Flexible Adaptive Computational Time
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256
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06 Dec 2018
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Jiang Hao
Zhuo Li
Enqiang Guo
X. Wan
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Qing Zhu
Haifeng Li
CLL
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0
04 Dec 2018
Effects of Loss Functions And Target Representations on Adversarial Robustness
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S. Roy
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166
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01 Dec 2018
On the Inductive Bias of Word-Character-Level Multi-Task Learning for Speech Recognition
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Lasse Borgholt
Lars Maaløe
127
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28 Nov 2018
Adversarial Machine Learning And Speech Emotion Recognition: Utilizing Generative Adversarial Networks For Robustness
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173
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0
28 Nov 2018
Improved Frequency Modulation Features for Multichannel Distant Speech Recognition
IEEE Journal on Selected Topics in Signal Processing (JSTSP), 2018
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Petros Maragos
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23 Nov 2018
Strong mixed-integer programming formulations for trained neural networks
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Ross Anderson
Joey Huchette
Christian Tjandraatmadja
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20 Nov 2018
Protecting Voice Controlled Systems Using Sound Source Identification Based on Acoustic Cues
International Conference on Computer Communications and Networks (ICCCN), 2018
Yuan Gong
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16 Nov 2018
Streaming End-to-end Speech Recognition For Mobile Devices
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018
Yanzhang He
Tara N. Sainath
Rohit Prabhavalkar
Ian McGraw
R. Álvarez
...
K. Sim
Tom Bagby
Shuo-yiin Chang
Kanishka Rao
A. Gruenstein
200
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15 Nov 2018
Automatic Grammar Augmentation for Robust Voice Command Recognition
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Anusha Lalitha
Jinwon Lee
Chris Lott
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RNNFast: An Accelerator for Recurrent Neural Networks Using Domain Wall Memory
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Mohammad Hossein Samavatian
Anys Bacha
Li Zhou
R. Teodorescu
118
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07 Nov 2018
Adversarial Black-Box Attacks on Automatic Speech Recognition Systems using Multi-Objective Evolutionary Optimization
Shreya Khare
Rahul Aralikatte
Senthil Mani
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124
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04 Nov 2018
Training Neural Speech Recognition Systems with Synthetic Speech Augmentation
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Boris Ginsburg
Vitaly Lavrukhin
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02 Nov 2018
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Zhiping Zeng
Yerbolat Khassanov
Van Tung Pham
Haihua Xu
Chng Eng Siong
Haizhou Li
133
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01 Nov 2018
Democratizing Production-Scale Distributed Deep Learning
Minghuang Ma
Hadi Pouransari
Daniel Chao
Saurabh N. Adya
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Dominic Walsh
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31 Oct 2018
Deep Net Features for Complex Emotion Recognition
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V. R. M. Oruganti
69
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31 Oct 2018
An improved hybrid CTC-Attention model for speech recognition
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Zhuoran Lyu
Jiwei Li
Xi Zhou
151
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29 Oct 2018
Cascaded CNN-resBiLSTM-CTC: An End-to-End Acoustic Model For Speech Recognition
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Jiwei Li
Xi Zhou
85
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29 Oct 2018
Robust Audio Adversarial Example for a Physical Attack
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Jun Sakuma
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169
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28 Oct 2018
Scaling Speech Enhancement in Unseen Environments with Noise Embeddings
Gil Keren
Jing Han
Björn Schuller
108
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26 Oct 2018
Tackling Sequence to Sequence Mapping Problems with Neural Networks
Lei Yu
AIMat
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25 Oct 2018
A Scalable, Flexible Augmentation of the Student Education Process
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Adithya Ramanathan
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16 Oct 2018
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Shaoshan Liu
Xiaopei Wu
Weisong Shi
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141
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17 Sep 2018
End-to-end Audiovisual Speech Activity Detection with Bimodal Recurrent Neural Models
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John H. L. Hansen
152
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12 Sep 2018
Single-Microphone Speech Enhancement and Separation Using Deep Learning
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179
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31 Aug 2018
Searching Toward Pareto-Optimal Device-Aware Neural Architectures
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Jin-Dong Dong
Chi-Hung Hsu
Shu-Huan Chang
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Jia Pan
Yu-Ting Chen
Wei Wei
Da-Cheng Juan
199
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29 Aug 2018
Auto-Classification of Retinal Diseases in the Limit of Sparse Data Using a Two-Streams Machine Learning Model
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178
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16 Aug 2018
VerIDeep: Verifying Integrity of Deep Neural Networks through Sensitive-Sample Fingerprinting
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Rethinking Numerical Representations for Deep Neural Networks
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Babak Zamirai
Shengshuo Lu
Yu-Wei Chao
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S. Mahlke
T. Wenisch
Jia Deng
Lingjia Tang
Jason Mars
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07 Aug 2018
Dialog-context aware end-to-end speech recognition
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Florian Metze
174
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Data Augmentation for Robust Keyword Spotting under Playback Interference
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S. Panchapagesan
Xingtu Liu
Arindam Mandal
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End-to-end Deep Learning from Raw Sensor Data: Atrial Fibrillation Detection using Wearables
Igor Gotlibovych
Stuart Crawford
Dileep Goyal
Jiaqi Liu
Yaniv Kerem
D. Benaron
Defne Yilmaz
G. Marcus
Yihan Li
135
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27 Jul 2018
PCNNA: A Photonic Convolutional Neural Network Accelerator
A. Mehrabian
Yousra Alkabani
V. Sorger
T. El-Ghazawi
152
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23 Jul 2018
Acoustic-to-Word Recognition with Sequence-to-Sequence Models
Shruti Palaskar
Florian Metze
167
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23 Jul 2018
Learning Noise-Invariant Representations for Robust Speech Recognition
Spoken Language Technology Workshop (SLT), 2018
Davis Liang
Zhiheng Huang
Zachary Chase Lipton
OOD
150
56
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17 Jul 2018
Anytime Neural Prediction via Slicing Networks Vertically
Hankook Lee
Jinwoo Shin
AI4CE
124
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Privacy-preserving Machine Learning through Data Obfuscation
Tianwei Zhang
Zecheng He
R. Lee
230
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05 Jul 2018
Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding
International Conference on Computational Linguistics (COLING), 2018
Yutai Hou
Yijia Liu
Wanxiang Che
Ting Liu
168
158
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04 Jul 2018
Confidential Inference via Ternary Model Partitioning
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Heqing Huang
Jialong Zhang
D. Su
Hani Jamjoom
Ankita Lamba
Dimitrios E. Pendarakis
Ian Molloy
187
55
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03 Jul 2018
Exploring End-to-End Techniques for Low-Resource Speech Recognition
International Conference on Speech and Computer (SPECOM), 2018
Vladimir Bataev
M. Korenevsky
Ivan Medennikov
Alexander Zatvornitsky
112
9
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02 Jul 2018
DPP-Net: Device-aware Progressive Search for Pareto-optimal Neural Architectures
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A. Cheng
Da-Cheng Juan
Wei Wei
Min Sun
224
194
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PCAS: Pruning Channels with Attention Statistics for Deep Network Compression
Kohei Yamamoto
K. Maeno
140
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Navigating with Graph Representations for Fast and Scalable Decoding of Neural Language Models
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Xiaodong Liu
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Jianfeng Gao
Yuxiong He
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