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

Title
Recent Progresses in Deep Learning based Acoustic Models (Updated) Dong Yu Jinyu Li VLM 194 162 0 25 Apr 2018
Opening the black box of neural nets: case studies in stop/top discrimination Thomas Roxlo M. Reece 104 22 0 24 Apr 2018
Multi-Head Decoder for End-to-End Speech RecognitionInterspeech (Interspeech), 2018 Tomoki Hayashi Shinji Watanabe Tomoki Toda K. Takeda 132 16 0 22 Apr 2018
Sampling-free Uncertainty Estimation in Gated Recurrent Units with Exponential Families Seong Jae Hwang Ronak R. Mehta Hyunwoo J. Kim Vikas Singh BDL UQCV 134 3 0 19 Apr 2018
Twin Regularization for online speech recognition Mirco Ravanelli Dmitriy Serdyuk Yoshua Bengio 114 16 0 15 Apr 2018
On the Robustness of Speech Emotion Recognition for Human-Robot Interaction with Deep Neural Networks Egor Lakomkin M. Zamani C. Weber S. Magg S. Wermter 168 58 0 06 Apr 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 316 1,641 0 30 Mar 2018
Reusing Neural Speech Representations for Auditory Emotion Recognition Egor Lakomkin C. Weber S. Magg S. Wermter 102 35 0 30 Mar 2018
Task Agnostic Continual Learning Using Online Variational Bayes Chen Zeno Itay Golan Elad Hoffer Daniel Soudry CLL FedML BDL 334 122 0 27 Mar 2018
Demystifying Differentiable Programming: Shift/Reset the Penultimate Backpropagator Fei Wang Daniel Zheng James M. Decker Xilun Wu Grégory M. Essertel Tiark Rompf ODL 107 91 0 27 Mar 2018
Deep learning as a tool for neural data analysis: speech classification and cross-frequency coupling in human sensorimotor cortex J. Livezey K. Bouchard E. Chang 147 63 0 26 Mar 2018
Quantum Entanglement in Deep Learning Architectures Yoav Levine Or Sharir Nadav Cohen Amnon Shashua 260 197 0 26 Mar 2018
Light Gated Recurrent Units for Speech Recognition Mirco Ravanelli Philemon Brakel M. Omologo Yoshua Bengio 123 360 0 26 Mar 2018
TBD: Benchmarking and Analyzing Deep Neural Network Training Hongyu Zhu Mohamed Akrout Bojian Zheng Andrew Pelegris Amar Phanishayee Bianca Schroeder Gennady Pekhimenko 153 81 0 16 Mar 2018
xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender SystemsKnowledge Discovery and Data Mining (KDD), 2018 Jianxun Lian Xiaohuan Zhou Fuzheng Zhang Zhongxia Chen Xing Xie Guangzhong Sun BDL 194 1,152 0 14 Mar 2018
LCANet: End-to-End Lipreading with Cascaded Attention-CTCIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2018 Kai Xu Dawei Li N. Cassimatis Xiaolong Wang 145 107 0 13 Mar 2018
Resource aware design of a deep convolutional-recurrent neural network for speech recognition through audio-visual sensor fusion Matthijs Van Keirsbilck Bert Moons Marian Verhelst HAI 72 3 0 13 Mar 2018
TicTac: Accelerating Distributed Deep Learning with Communication Scheduling Sayed Hadi Hashemi Sangeetha Abdu Jyothi R. Campbell 136 203 0 08 Mar 2018
Escoin: Efficient Sparse Convolutional Neural Network Inference on GPUs Xuhao Chen 197 25 0 28 Feb 2018
L1-Norm Batch Normalization for Efficient Training of Deep Neural NetworksIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2018 Shuang Wu Guoqi Li Lei Deng Liu Liu Yuan Xie Luping Shi 158 122 0 27 Feb 2018
Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency AnalysisACM Computing Surveys (CSUR), 2018 Tal Ben-Nun Torsten Hoefler GNN 268 761 0 26 Feb 2018
Towards end-to-end spoken language understanding Dmitriy Serdyuk Yongqiang Wang Christian Fuegen Anuj Kumar Baiyang Liu Yoshua Bengio 127 239 0 23 Feb 2018
DeepThin: A Self-Compressing Library for Deep Neural Networks Matthew Sotoudeh Sara S. Baghsorkhi 57 4 0 20 Feb 2018
CNN+LSTM Architecture for Speech Emotion Recognition with Data Augmentation Caroline Etienne Guillaume Fidanza Andrei Petrovskii Laurence Devillers B. Schmauch 137 112 0 15 Feb 2018
Fooling OCR Systems with Adversarial Text Images Congzheng Song Vitaly Shmatikov AAML 95 53 0 15 Feb 2018
Neural Voice Cloning with a Few Samples Sercan O. Arik Jitong Chen Kainan Peng Ming-Yu Liu Yanqi Zhou 201 419 0 14 Feb 2018
Turning Your Weakness Into a Strength: Watermarking Deep Neural Networks by Backdooring Yossi Adi Carsten Baum Moustapha Cissé Benny Pinkas Joseph Keshet 262 774 0 13 Feb 2018
Deceiving End-to-End Deep Learning Malware Detectors using Adversarial Examples Felix Kreuk A. Barak Shir Aviv-Reuven Moran Baruch Benny Pinkas Joseph Keshet AAML 192 121 0 13 Feb 2018
Curriculum Learning by Transfer Learning: Theory and Experiments with Deep Networks D. Weinshall Gad Cohen Dan Amir ODL 254 267 0 11 Feb 2018
Modeling Global Dynamics from Local Snapshots with Deep Generative Neural Networks Scott A. Gigante David van Dijk Kevin Moon Alexander Strzalkowski Guy Wolf Smita Krishnaswamy SyDa 93 1 0 10 Feb 2018
Joint Modeling of Accents and Acoustics for Multi-Accent Speech Recognition Xuesong Yang Kartik Audhkhasi Andrew Rosenberg Samuel Thomas Bhuvana Ramabhadran M. Hasegawa-Johnson 112 73 0 07 Feb 2018
DeepHeart: Semi-Supervised Sequence Learning for Cardiovascular Risk Prediction Brandon Ballinger Johnson Hsieh Avesh Singh N. Sohoni Jack Wang ... G. Marcus Jose M. Sanchez Carol Maguire J. Olgin M. Pletcher HAI 139 139 0 07 Feb 2018
A Novel Co-design Peta-scale Heterogeneous Cluster for Deep Learning Training Xin Chen Huan Zhou Yuxiang Gao Yu Zhu GNN 150 0 0 07 Feb 2018
Nested LSTMs Joel Ruben Antony Moniz David M. Krueger 158 70 0 31 Jan 2018
Neural Network Detection of Data Sequences in Communication Systems Nariman Farsad Andrea J. Goldsmith 230 300 0 31 Jan 2018
CommanderSong: A Systematic Approach for Practical Adversarial Voice Recognition Xuejing Yuan Yuxuan Chen Yue Zhao Yunhui Long Xiaokang Liu Kai Chen Shengzhi Zhang Heqing Huang Luyi Xing Carl A. Gunter AAML 281 378 0 24 Jan 2018
Adaptive Recurrent Neural Network Based on Mixture Layer Kui Zhao Yuechuan Li Fangqiu Yi Cheng Yang Shenghuo Zhu 262 1 0 24 Jan 2018
Image denoising and restoration with CNN-LSTM Encoder Decoder with Direct Attention Kazi Nazmul Haque M. Yousuf R. Rana 3DV 88 22 0 16 Jan 2018
Understanding the Disharmony between Dropout and Batch Normalization by Variance Shift Xiang Li Shuo Chen Xiaolin Hu Zhiqiang Wang 134 321 0 16 Jan 2018
Fooling End-to-end Speaker Verification by Adversarial Examples Felix Kreuk Yossi Adi Moustapha Cissé Joseph Keshet AAML 200 217 0 10 Jan 2018
Exploring Architectures, Data and Units For Streaming End-to-End Speech Recognition with RNN-Transducer Kanishka Rao Hasim Sak Rohit Prabhavalkar AI4TS 184 361 0 02 Jan 2018
Did you hear that? Adversarial Examples Against Automatic Speech Recognition M. Alzantot Bharathan Balaji Mani B. Srivastava AAML 121 263 0 02 Jan 2018
Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey Naveed Akhtar Lin Wang AAML 433 1,982 0 02 Jan 2018
First Draft on the xInf Model for Universal Physical Computation and Reverse Engineering of Natural Intelligence Hongbo Jia AI4CE AILaw 72 0 0 26 Dec 2017
Letter-Based Speech Recognition with Gated ConvNets Vitaliy Liptchinsky Gabriel Synnaeve R. Collobert 195 73 0 22 Dec 2017
Improved Regularization Techniques for End-to-End Speech Recognition Yingbo Zhou Caiming Xiong R. Socher 122 19 0 19 Dec 2017
Improving End-to-End Speech Recognition with Policy LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2017 Yingbo Zhou Caiming Xiong R. Socher 188 40 0 19 Dec 2017
Deep Learning for Distant Speech Recognition Mirco Ravanelli 127 16 0 17 Dec 2017
NSML: A Machine Learning Platform That Enables You to Focus on Your Models Nako Sung Minkyu Kim Hyunwoo Jo Youngil Yang Jingwoong Kim ... Youngkwan Kim Gayoung Lee Donghyun Kwak Jung-Woo Ha Sunghun Kim 149 88 0 16 Dec 2017
Learning when to skim and when to read alexander rosenberg johansen R. Socher 60 12 0 15 Dec 2017