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
Character-Level Neural Translation for Multilingual Media Monitoring in the SUMMA Project Guntis Barzdins Steve Renals D. Gosko 13 5 0 05 Apr 2016
Neural Language Correction with Character-Based Attention Ziang Xie Anand Avati N. Arivazhagan Dan Jurafsky A. Ng 21 142 0 31 Mar 2016
Learning Multiscale Features Directly From Waveforms Zhenyao Zhu Jesse Engel Awni Y. Hannun 31 65 0 31 Mar 2016
Deep Extreme Feature Extraction: New MVA Method for Searching Particles in High Energy Physics Chao Ma Tianchenghou Bin Lan Jinhui Xu Zhenhua Zhang 16 0 0 24 Mar 2016
Emotion Classification from Noisy Speech - A Deep Learning Approach R. Rana 24 10 0 18 Mar 2016
Noisy Activation Functions Çağlar Gülçehre Marcin Moczulski Misha Denil Yoshua Bengio 9 283 0 01 Mar 2016
Segmental Recurrent Neural Networks for End-to-end Speech Recognition Liang Lu Lingpeng Kong Chris Dyer Noah A. Smith Steve Renals 14 81 0 01 Mar 2016
Look, Listen and Learn - A Multimodal LSTM for Speaker Identification Jimmy S. J. Ren Yongtao Hu Yu-Wing Tai Chuan Wang Li Xu Wenxiu Sun Qiong Yan 35 108 0 13 Feb 2016
Segmental Spatiotemporal CNNs for Fine-grained Action Segmentation Colin S. Lea A. Reiter René Vidal Gregory Hager 12 268 0 09 Feb 2016
Lipreading with Long Short-Term Memory Michael Wand Jan Koutník Jürgen Schmidhuber 19 214 0 29 Jan 2016
Character-Level Incremental Speech Recognition with Recurrent Neural Networks Kyuyeon Hwang Wonyong Sung 12 62 0 25 Jan 2016
Brain4Cars: Car That Knows Before You Do via Sensory-Fusion Deep Learning Architecture Ashesh Jain H. Koppula Shane Soh Bharad Raghavan Avi Singh Ashutosh Saxena 51 126 0 05 Jan 2016
Efficient Deep Feature Learning and Extraction via StochasticNets M. Shafiee P. Siva Paul Fieguth A. Wong 26 2 0 11 Dec 2015
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin Dario Amodei Rishita Anubhai Eric Battenberg Carl Case Jared Casper ... Chong-Jun Wang Bo Xiao Dani Yogatama J. Zhan Zhenyao Zhu 21 2,954 0 08 Dec 2015
Driverseat: Crowdstrapping Learning Tasks for Autonomous Driving Pranav Rajpurkar Toki Migimatsu Jeff Kiske Royce Cheng-Yue S. Tandon Tao Wang A. Ng 11 5 0 07 Dec 2015
On Learning to Think: Algorithmic Information Theory for Novel Combinations of Reinforcement Learning Controllers and Recurrent Neural World Models Jürgen Schmidhuber 21 101 0 30 Nov 2015
Regularizing RNNs by Stabilizing Activations David M. Krueger Roland Memisevic 13 79 0 26 Nov 2015
Online Sequence Training of Recurrent Neural Networks with Connectionist Temporal Classification Kyuyeon Hwang Wonyong Sung 8 9 0 21 Nov 2015
Task Loss Estimation for Sequence Prediction Dzmitry Bahdanau Dmitriy Serdyuk Philemon Brakel Nan Rosemary Ke J. Chorowski Aaron Courville Yoshua Bengio 19 33 0 19 Nov 2015
Comparative Study of Deep Learning Software Frameworks S. Bahrampour Naveen Ramakrishnan Lukas Schott Mohak Shah 16 161 0 19 Nov 2015
Recurrent Models for Auditory Attention in Multi-Microphone Distance Speech Recognition Suyoun Kim Ian Lane 16 26 0 19 Nov 2015
Segmental Recurrent Neural Networks Lingpeng Kong Chris Dyer Noah A. Smith 9 124 0 18 Nov 2015
Neural Programmer: Inducing Latent Programs with Gradient Descent Arvind Neelakantan Quoc V. Le Ilya Sutskever ODL 35 260 0 16 Nov 2015
Learning Human Identity from Motion Patterns Natalia Neverova Christian Wolf Griffin Lacey Alex Fridman Deepak Chandra Brandon Barbello Graham W. Taylor 6 175 0 12 Nov 2015
FireCaffe: near-linear acceleration of deep neural network training on compute clusters F. Iandola Khalid Ashraf Matthew W. Moskewicz Kurt Keutzer 21 302 0 31 Oct 2015
Batch Normalized Recurrent Neural Networks César Laurent Gabriel Pereyra Philemon Brakel Wenjie Qu Yoshua Bengio 32 213 0 05 Oct 2015
Recurrent Neural Networks for Driver Activity Anticipation via Sensory-Fusion Architecture Ashesh Jain Avi Singh H. Koppula Shane Soh Ashutosh Saxena 18 255 0 16 Sep 2015
Deep Convolutional Neural Networks for Smile Recognition P. Glauner CVBM 22 38 0 26 Aug 2015
StochasticNet: Forming Deep Neural Networks via Stochastic Connectivity M. Shafiee P. Siva A. Wong 18 29 0 22 Aug 2015
End-to-End Attention-based Large Vocabulary Speech Recognition Dzmitry Bahdanau J. Chorowski Dmitriy Serdyuk Philemon Brakel Yoshua Bengio 17 1,146 0 18 Aug 2015
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 71 2,251 0 05 Aug 2015
EESEN: End-to-End Speech Recognition using Deep RNN Models and WFST-based Decoding Yajie Miao M. Gowayyed Florian Metze 39 753 0 29 Jul 2015
Learning Boolean functions with concentrated spectra D. Mixon Jesse Peterson 25 2 0 15 Jul 2015
Achieving Synergy in Cognitive Behavior of Humanoids via Deep Learning of Dynamic Visuo-Motor-Attentional Coordination Jungsik Hwang Minju Jung Naveen Madapana Jinhyun Kim Minkyu Choi Jun Tani 16 8 0 09 Jul 2015
Describing Multimedia Content using Attention-based Encoder--Decoder Networks Kyunghyun Cho Aaron Courville Yoshua Bengio 32 411 0 04 Jul 2015
Attention-Based Models for Speech Recognition J. Chorowski Dzmitry Bahdanau Dmitriy Serdyuk Kyunghyun Cho Yoshua Bengio 41 2,598 0 24 Jun 2015
Understanding Neural Networks Through Deep Visualization J. Yosinski Jeff Clune Anh Totti Nguyen Thomas J. Fuchs Hod Lipson FAtt AI4CE 44 1,864 0 22 Jun 2015
Visual Learning of Arithmetic Operations Yedid Hoshen Shmuel Peleg MU 29 22 0 07 Jun 2015
Beyond Temporal Pooling: Recurrence and Temporal Convolutions for Gesture Recognition in Video Lionel Pigou Aaron van den Oord Sander Dieleman Mieke Van Herreweghe J. Dambre 27 254 0 05 Jun 2015
Learning with hidden variables Y. Roudi Graham Taylor 42 16 0 01 Jun 2015
The IBM 2015 English Conversational Telephone Speech Recognition System G. Saon H. Kuo Steven J. Rennie M. Picheny 22 129 0 21 May 2015
Who Spoke What? A Latent Variable Framework for the Joint Decoding of Multiple Speakers and their Keywords S. Harshavardhan T. Sreenivas 23 0 0 29 Apr 2015
Transferring Knowledge from a RNN to a DNN William Chan Nan Rosemary Ke Ian Lane 21 75 0 07 Apr 2015
Deep Recurrent Neural Networks for Acoustic Modelling William Chan Ian Lane 21 44 0 07 Apr 2015
A Probabilistic Theory of Deep Learning Ankit B. Patel M. T. Nguyen Richard G. Baraniuk BDL OOD UQCV 40 88 0 02 Apr 2015
Probabilistic Backpropagation for Scalable Learning of Bayesian Neural Networks José Miguel Hernández-Lobato Ryan P. Adams UQCV BDL 43 937 0 18 Feb 2015
Temporal Embedding in Convolutional Neural Networks for Robust Learning of Abstract Snippets Jiajun Liu Kun Zhao Branislav Kusy Jae-Gil Lee Raja Jurdak AI4TS 24 58 0 18 Feb 2015
Deep Image: Scaling up Image Recognition Ren Wu Shengen Yan Yi Shan Qingqing Dang Gang Sun VLM 41 373 0 13 Jan 2015
Learning Activation Functions to Improve Deep Neural Networks Forest Agostinelli Matthew Hoffman Peter Sadowski Pierre Baldi ODL 50 472 0 21 Dec 2014
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,638 0 03 Jul 2012