Deep Speech: Scaling up end-to-end speech recognition

17 December 2014

Papers citing "Deep Speech: Scaling up end-to-end speech recognition"

50 / 750 papers shown

Title
Compressing Recurrent Neural Network with Tensor Train Andros Tjandra S. Sakti Satoshi Nakamura 21 109 0 23 May 2017
Simulation Experiment of BCI Based on Imagined Speech EEG Decoding Kang Wang Xueqian Wang Gang Li 19 7 0 22 May 2017
Learning to Represent Haptic Feedback for Partially-Observable Tasks Jaeyong Sung J. Salisbury Ashutosh Saxena SSL 25 32 0 17 May 2017
Incremental Learning Through Deep Adaptation Amir Rosenfeld John K. Tsotsos CLL 13 275 0 11 May 2017
Compressing DMA Engine: Leveraging Activation Sparsity for Training Deep Neural Networks Minsoo Rhu Mike O'Connor Niladrish Chatterjee Jeff Pool S. Keckler 27 176 0 03 May 2017
A Study of Deep Learning Robustness Against Computation Failures Jean-Charles Vialatte François Leduc-Primeau 12 14 0 18 Apr 2017
Exploring Sparsity in Recurrent Neural Networks Sharan Narang Erich Elsen G. Diamos Shubho Sengupta 10 308 0 17 Apr 2017
Feature Squeezing: Detecting Adversarial Examples in Deep Neural Networks Weilin Xu David Evans Yanjun Qi AAML 25 1,229 0 04 Apr 2017
Simplified End-to-End MMI Training and Voting for ASR L. Fritz D. Burshtein 17 3 0 30 Mar 2017
Direct Acoustics-to-Word Models for English Conversational Speech Recognition Kartik Audhkhasi Bhuvana Ramabhadran G. Saon M. Picheny D. Nahamoo 16 69 0 22 Mar 2017
A Comparison of deep learning methods for environmental sound Juncheng Billy Li Wei Dai Florian Metze Shuhui Qu Samarjit Das 14 126 0 20 Mar 2017
Sharp Minima Can Generalize For Deep Nets Laurent Dinh Razvan Pascanu Samy Bengio Yoshua Bengio ODL 46 757 0 15 Mar 2017
Tactics of Adversarial Attack on Deep Reinforcement Learning Agents Yen-Chen Lin Zhang-Wei Hong Yuan-Hong Liao Meng-Li Shih Ming-Yu Liu Min Sun AAML 6 411 0 08 Mar 2017
Data Noising as Smoothing in Neural Network Language Models Ziang Xie Sida I. Wang Jiwei Li Daniel Levy Allen Nie Dan Jurafsky A. Ng 13 238 0 07 Mar 2017
Gram-CTC: Automatic Unit Selection and Target Decomposition for Sequence Labelling Hairong Liu Zhenyao Zhu Xiangang Li S. Satheesh VLM 23 56 0 01 Mar 2017
Residual Convolutional CTC Networks for Automatic Speech Recognition Yisen Wang Xuejiao Deng Songbai Pu Zhiheng Huang 14 82 0 24 Feb 2017
The Stochastic complexity of spin models: Are pairwise models really simple? A. Beretta Claudia Battistin C. Mulatier I. Mastromatteo M. Marsili 11 11 0 24 Feb 2017
Multitask Learning with CTC and Segmental CRF for Speech Recognition Liang Lu Lingpeng Kong Chris Dyer Noah A. Smith 12 24 0 21 Feb 2017
Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks Wenjie Qu Mohammad Pezeshki Philemon Brakel Saizheng Zhang Yoshua Bengio Aaron Courville 22 366 0 10 Jan 2017
Exploring the Design Space of Deep Convolutional Neural Networks at Large Scale F. Iandola 3DV 26 18 0 20 Dec 2016
Gated Recurrent Unit (GRU) for Emotion Classification from Noisy Speech R. Rana 19 106 0 13 Dec 2016
Towards better decoding and language model integration in sequence to sequence models J. Chorowski Navdeep Jaitly 8 368 0 08 Dec 2016
Deep Symbolic Representation Learning for Heterogeneous Time-series Classification S. Zhang S. Bahrampour Naveen Ramakrishnan Mohak Shah AI4TS 13 1 0 05 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 23 627 0 01 Dec 2016
An End-to-End Architecture for Keyword Spotting and Voice Activity Detection Christopher T. Lengerich Awni Y. Hannun 16 47 0 28 Nov 2016
Deep Recurrent Convolutional Neural Network: Improving Performance For Speech Recognition Zewang Zhang Zheng Sun Jiaqi Liu Jingwen Chen Zhao Huo Xiao Zhang 11 13 0 22 Nov 2016
Squared Earth Mover's Distance-based Loss for Training Deep Neural Networks L. Hou Chen-Ping Yu Dimitris Samaras 24 150 0 17 Nov 2016
Audio Visual Speech Recognition using Deep Recurrent Neural Networks Abhinav Thanda S. Venkatesan 13 24 0 09 Nov 2016
Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences Daniel Neil Michael Pfeiffer Shih-Chii Liu AI4TS 27 442 0 29 Oct 2016
SoundNet: Learning Sound Representations from Unlabeled Video Y. Aytar Carl Vondrick Antonio Torralba SSL 25 1,039 0 27 Oct 2016
Bit-pragmatic Deep Neural Network Computing Jorge Albericio Patrick Judd A. Delmas Sayeh Sharify Andreas Moshovos MQ 32 238 0 20 Oct 2016
Neural Machine Translation with Characters and Hierarchical Encoding alexander rosenberg johansen Jonas Meinertz Hansen Elias Khazen Obeid C. Sønderby Ole Winther 19 7 0 20 Oct 2016
Achieving Human Parity in Conversational Speech Recognition Wayne Xiong J. Droppo Xuedong Huang Frank Seide M. Seltzer A. Stolcke Dong Yu Geoffrey Zweig 30 576 0 17 Oct 2016
Very Deep Convolutional Neural Networks for Raw Waveforms Wei Dai Chia Dai Shuhui Qu Juncheng Billy Li Samarjit Das 17 343 0 01 Oct 2016
Joint CTC-Attention based End-to-End Speech Recognition using Multi-task Learning Suyoun Kim Takaaki Hori Shinji Watanabe 30 914 0 21 Sep 2016
Advances in All-Neural Speech Recognition Geoffrey Zweig Chengzhu Yu J. Droppo A. Stolcke 14 95 0 19 Sep 2016
The Microsoft 2016 Conversational Speech Recognition System Wayne Xiong J. Droppo Xuedong Huang Frank Seide M. Seltzer A. Stolcke Dong Yu Geoffrey Zweig 23 289 0 12 Sep 2016
Wav2Letter: an End-to-End ConvNet-based Speech Recognition System R. Collobert Christian Puhrsch Gabriel Synnaeve 3DV 21 283 0 11 Sep 2016
Defeating Image Obfuscation with Deep Learning R. McPherson Reza Shokri Vitaly Shmatikov CVBM 19 168 0 01 Sep 2016
Deep learning is competing random forest in computational docking Mohamed A. Khamis Walid Gomaa Basem Galal 6 8 0 23 Aug 2016
Fathom: Reference Workloads for Modern Deep Learning Methods Robert Adolf Saketh Rama Brandon Reagen Gu-Yeon Wei David Brooks 14 182 0 23 Aug 2016
Cognitive Science in the era of Artificial Intelligence: A roadmap for reverse-engineering the infant language-learner Emmanuel Dupoux 26 152 0 29 Jul 2016
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 27 83 0 15 Jul 2016
Characterizing Driving Styles with Deep Learning Weishan Dong Jian Li Renjie Yao Changsheng Li Ting Yuan Lanjun Wang 26 104 0 13 Jul 2016
A Taxonomy and Library for Visualizing Learned Features in Convolutional Neural Networks Felix Grün Christian Rupprecht Nassir Navab Federico Tombari SSL FAtt 38 76 0 24 Jun 2016
YodaNN: An Architecture for Ultra-Low Power Binary-Weight CNN Acceleration Renzo Andri Lukas Cavigelli D. Rossi Luca Benini 23 196 0 17 Jun 2016
Exponential expressivity in deep neural networks through transient chaos Ben Poole Subhaneil Lahiri M. Raghu Jascha Narain Sohl-Dickstein Surya Ganguli 17 581 0 16 Jun 2016
Deep Learning with Darwin: Evolutionary Synthesis of Deep Neural Networks M. Shafiee A. Mishra A. Wong 24 44 0 14 Jun 2016
Review of state-of-the-arts in artificial intelligence with application to AI safety problem V. Shakirov 12 10 0 11 May 2016
The IBM 2016 English Conversational Telephone Speech Recognition System G. Saon Tom Sercu Steven J. Rennie H. Kuo 14 107 0 27 Apr 2016