Title
VAIN: Attentional Multi-agent Predictive Modeling Yedid Hoshen GNN 207 245 0 19 Jun 2017
Advances in Joint CTC-Attention based End-to-End Speech Recognition with a Deep CNN Encoder and RNN-LMInterspeech (Interspeech), 2017 Takaaki Hori Shinji Watanabe Yu Zhang William Chan 145 304 0 08 Jun 2017
Deep Learning: A Bayesian Perspective Nicholas G. Polson Vadim Sokolov BDL 353 125 0 01 Jun 2017
Transfer Learning for Speech Recognition on a Budget Julius Kunze Louis Kirsch Ilia Kurenkov A. Krug Jens Johannsmeier Sebastian Stober 125 143 0 01 Jun 2017
Deep Learning for Environmentally Robust Speech Recognition: An Overview of Recent DevelopmentsACM Transactions on Intelligent Systems and Technology (TIST), 2017 Zixing Zhang Jürgen T. Geiger Jouni Pohjalainen A. Mousa Wenyu Jin Björn Schuller 238 328 0 30 May 2017
Semi-Supervised Model Training for Unbounded Conversational Speech Recognition Shane Walker M. Pedersen Iroro Orife J. Flaks 74 12 0 26 May 2017
Principled Hybrids of Generative and Discriminative Domain Adaptation Haiying Zhao Zhenyao Zhu Junjie Hu Adam Coates Geoffrey J. Gordon AI4CE 158 5 0 25 May 2017
Adaptive Detrending to Accelerate Convolutional Gated Recurrent Unit Training for Contextual Video Recognition Minju Jung Haanvid Lee Jun Tani AI4TS 157 42 0 24 May 2017
Train longer, generalize better: closing the generalization gap in large batch training of neural networks Elad Hoffer Itay Hubara Daniel Soudry ODL 411 844 0 24 May 2017
SCNN: An Accelerator for Compressed-sparse Convolutional Neural Networks A. Parashar Minsoo Rhu Anurag Mukkara A. Puglielli Rangharajan Venkatesan Brucek Khailany J. Emer S. Keckler W. Dally 213 1,199 0 23 May 2017
Compressing Recurrent Neural Network with Tensor Train Andros Tjandra S. Sakti Satoshi Nakamura 160 115 0 23 May 2017
Reducing Bias in Production Speech Models Eric Battenberg R. Child Adam Coates Christopher Fougner Yashesh Gaur ... Vinay Rao S. Satheesh David Seetapun Anuroop Sriram Zhenyao Zhu 129 10 0 11 May 2017
Deep Speaker: an End-to-End Neural Speaker Embedding System Chao Li Xiaokong Ma B. Jiang Xiangang Li Xuewei Zhang Xiao-Chang Liu Ying Cao Ajay Kannan Zhenyao Zhu 176 517 0 05 May 2017
Compressing DMA Engine: Leveraging Activation Sparsity for Training Deep Neural Networks Minsoo Rhu Mike O'Connor Niladrish Chatterjee Jeff Pool S. Keckler 223 187 0 03 May 2017
Speech-Based Visual Question Answering Ted Zhang Dengxin Dai Tinne Tuytelaars Marie-Francine Moens Luc Van Gool 178 25 0 01 May 2017
Parseval Networks: Improving Robustness to Adversarial Examples Moustapha Cissé Piotr Bojanowski Edouard Grave Yann N. Dauphin Nicolas Usunier AAML 392 843 0 28 Apr 2017
A Study of Deep Learning Robustness Against Computation Failures Jean-Charles Vialatte François Leduc-Primeau 98 14 0 18 Apr 2017
Exploring Sparsity in Recurrent Neural Networks Sharan Narang Erich Elsen G. Diamos Shubho Sengupta 163 323 0 17 Apr 2017
Bayesian Recurrent Neural Networks Meire Fortunato Charles Blundell Oriol Vinyals BDL 333 200 0 10 Apr 2017
Simplified End-to-End MMI Training and Voting for ASR L. Fritz D. Burshtein 98 3 0 30 Mar 2017
Towards thinner convolutional neural networks through Gradually Global Pruning Z. Wang Ce Zhu Zhiqiang Xia Qi Guo Yipeng Liu CVBM 98 4 0 29 Mar 2017
Multi-Scale Dense Networks for Resource Efficient Image Classification Gao Huang Danlu Chen Tianhong Li Felix Wu Laurens van der Maaten Kilian Q. Weinberger VLM 230 145 0 29 Mar 2017
Recognizing Multi-talker Speech with Permutation Invariant Training Dong Yu Xuankai Chang Y. Qian 219 99 0 22 Mar 2017
Dance Dance Convolution Chris Donahue Zachary Chase Lipton Julian McAuley 161 38 0 20 Mar 2017
Convolutional Recurrent Neural Networks for Small-Footprint Keyword Spotting Sercan O. Arik Markus Kliegl R. Child Joel Hestness Andrew Gibiansky Christopher Fougner R. Prenger Adam Coates 269 189 0 15 Mar 2017
Multichannel End-to-end Speech Recognition Tsubasa Ochiai Shinji Watanabe Takaaki Hori J. Hershey 124 92 0 14 Mar 2017
Task-based End-to-end Model Learning in Stochastic Optimization P. Donti Brandon Amos J. Zico Kolter 235 25 0 13 Mar 2017
Real-Time Machine Learning: The Missing Pieces Robert Nishihara Philipp Moritz Stephanie Wang Alexey Tumanov William Paul Johann Schleier-Smith Richard Liaw Mehrdad Niknami Sai Li Ion Stoica OffRL 197 64 0 11 Mar 2017
Functions that Emerge through End-to-End Reinforcement Learning - The Direction for Artificial General Intelligence - K. Shibata 70 7 0 07 Mar 2017
Exponential Moving Average Model in Parallel Speech Recognition Training Xudong Tian Jun Zhang Zejun Ma Yi He Juan Wei 98 4 0 03 Mar 2017
Gram-CTC: Automatic Unit Selection and Target Decomposition for Sequence Labelling Hairong Liu Zhenyao Zhu Xiangang Li S. Satheesh VLM 209 56 0 01 Mar 2017
Improving the Neural GPU Architecture for Algorithm Learning Kārlis Freivalds Renars Liepins 262 43 0 28 Feb 2017
Fixed-point optimization of deep neural networks with adaptive step size retrainingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2017 Sungho Shin Yoonho Boo Wonyong Sung MQ 194 36 0 27 Feb 2017
Deep Voice: Real-time Neural Text-to-SpeechInternational Conference on Machine Learning (ICML), 2017 Sercan O. Arik Mike Chrzanowski Adam Coates G. Diamos Andrew Gibiansky ... John Miller Andrew Ng Jonathan Raiman Shubho Sengupta Mohammad Shoeybi 237 642 0 25 Feb 2017
Residual Convolutional CTC Networks for Automatic Speech Recognition Yisen Wang Xuejiao Deng Songbai Pu Zhiheng Huang 169 88 0 24 Feb 2017
Sequence Modeling via SegmentationsInternational Conference on Machine Learning (ICML), 2017 Chong-Jun Wang Yining Wang Po-Sen Huang Abdel-rahman Mohamed Dengyong Zhou Li Deng 525 46 0 24 Feb 2017
Convolutional Recurrent Neural Networks for Polyphonic Sound Event DetectionIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2017 Emre Çakir Giambattista Parascandolo Toni Heittola H. Huttunen Maria Sandsten ObjD 183 581 0 21 Feb 2017
On Detecting Adversarial PerturbationsInternational Conference on Learning Representations (ICLR), 2017 J. H. Metzen Tim Genewein Volker Fischer Bastian Bischoff AAML 288 999 0 14 Feb 2017
DNN adaptation by automatic quality estimation of ASR hypothesesComputer Speech and Language (CSL), 2017 D. Falavigna M. Matassoni S. Jalalvand Matteo Negri Marco Turchi 81 14 0 06 Feb 2017
Predicting Auction Price of Vehicle License Plate with Deep Recurrent Neural NetworkExpert systems with applications (ESWA), 2017 Vinci Chow 278 21 0 30 Jan 2017
Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts LayerInternational Conference on Learning Representations (ICLR), 2017 Noam M. Shazeer Azalia Mirhoseini Krzysztof Maziarz Andy Davis Quoc V. Le Geoffrey E. Hinton J. Dean MoE 564 3,585 0 23 Jan 2017
Auxiliary Multimodal LSTM for Audio-visual Speech Recognition and Lipreading Chunlin Tian Weijun Ji 47 7 0 16 Jan 2017
Kernel Approximation Methods for Speech RecognitionJournal of machine learning research (JMLR), 2017 Avner May A. Garakani Zhiyun Lu Dong Guo Kuan Liu ... Michael Collins Daniel J. Hsu Brian Kingsbury M. Picheny Fei Sha 159 46 0 13 Jan 2017
Exploring the Design Space of Deep Convolutional Neural Networks at Large Scale F. Iandola 3DV 111 19 0 20 Dec 2016
Delta Networks for Optimized Recurrent Network ComputationInternational Conference on Machine Learning (ICML), 2016 Daniel Neil Junhaeng Lee T. Delbruck Shih-Chii Liu 172 70 0 16 Dec 2016
Active Learning for Speech Recognition: the Power of Gradients Jiaji Huang R. Child Vinay Rao Hairong Liu S. Satheesh Adam Coates VLM 148 67 0 10 Dec 2016
Towards better decoding and language model integration in sequence to sequence models J. Chorowski Navdeep Jaitly 205 380 0 08 Dec 2016
Trained Ternary Quantization Chenzhuo Zhu Song Han Huizi Mao W. Dally MQ 284 1,065 0 04 Dec 2016
ESE: Efficient Speech Recognition Engine with Sparse LSTM on FPGA Song Han Junlong Kang Huizi Mao Yiming Hu Xin Li ... Hong Luo Song Yao Yu Wang Huazhong Yang W. Dally 147 641 0 01 Dec 2016
Capacity and Trainability in Recurrent Neural Networks Jasmine Collins Jascha Narain Sohl-Dickstein David Sussillo 353 213 0 29 Nov 2016