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

Title
A Simple Method for Commonsense Reasoning Trieu H. Trinh Quoc V. Le LRM ReLM 393 451 0 07 Jun 2018
A Machine Learning Framework for Stock Selection XingYu Fu JinHong Du Yifeng Guo MingWen Liu Tao Dong XiuWen Duan AIFin 125 31 0 05 Jun 2018
ADAGIO: Interactive Experimentation with Adversarial Attack and Defense for Audio Nilaksh Das Madhuri Shanbhogue Shang-Tse Chen Li-Wei Chen Michael E. Kounavis Duen Horng Chau AAML 91 43 0 30 May 2018
Grow and Prune Compact, Fast, and Accurate LSTMs Xiaoliang Dai Hongxu Yin N. Jha VLM SyDa 176 97 0 30 May 2018
The Roles of Supervised Machine Learning in Systems Neuroscience Joshua I. Glaser Ari S. Benjamin Roozbeh Farhoodi Konrad Paul Kording 136 122 0 21 May 2018
Targeted Adversarial Examples for Black Box Audio Systems Rohan Taori Amog Kamsetty Brenton Chu N. Vemuri AAML 149 194 0 20 May 2018
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition Albert Zeyer Tamer Alkhouli Hermann Ney 179 93 0 14 May 2018
Improved training of end-to-end attention models for speech recognition Albert Zeyer Kazuki Irie Ralf Schluter Hermann Ney VLM 163 278 0 08 May 2018
Automatic Documentation of ICD Codes with Far-Field Speech Recognition Albert Haque Corinna Fukushima 116 1 0 30 Apr 2018
Sparse Persistent RNNs: Squeezing Large Recurrent Networks On-Chip Feiwen Zhu Jeff Pool M. Andersch J. Appleyard Fung Xie 95 30 0 26 Apr 2018
Recent Progresses in Deep Learning based Acoustic Models (Updated) Dong Yu Jinyu Li VLM 190 162 0 25 Apr 2018
Automatic speech recognition for launch control center communication using recurrent neural networks with data augmentation and custom language model Kyongsik Yun Joseph Osborne Madison Lee Thomas Lu Edward Chow 121 5 0 24 Apr 2018
Word Embedding Perturbation for Sentence Classification Dongxu Zhang Zhichao Yang 121 44 0 22 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
EmoRL: Continuous Acoustic Emotion Classification using Deep Reinforcement Learning Egor Lakomkin M. Zamani C. Weber S. Magg S. Wermter 138 23 0 03 Apr 2018
Reusing Neural Speech Representations for Auditory Emotion Recognition Egor Lakomkin C. Weber S. Magg S. Wermter 102 35 0 30 Mar 2018
Automatically augmenting an emotion dataset improves classification using audio Egor Lakomkin C. Weber S. Wermter 27 3 0 30 Mar 2018
Multi-Modal Data Augmentation for End-to-End ASR Adithya Renduchintala Shuoyang Ding Sanjeev Khudanpur Shinji Watanabe 275 37 0 27 Mar 2018
HAMLET: Interpretable Human And Machine co-LEarning Technique Olivier Deiss Siddharth Biswal Jing Jin Haoqi Sun M. P. M. Brandon Westover Jimeng Sun 172 11 0 26 Mar 2018
An Overview of Vulnerabilities of Voice Controlled Systems Yuan Gong C. Poellabauer 91 35 0 24 Mar 2018
Advancing Acoustic-to-Word CTC ModelIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018 Jinyu Li Guoli Ye Amit Das Rui Zhao Jiawei Liu 191 100 0 15 Mar 2018
Advancing Connectionist Temporal Classification With Attention ModelingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018 Amit Das Jinyu Li Rui Zhao Jiawei Liu 124 51 0 15 Mar 2018
Predictive Uncertainty Estimation via Prior NetworksNeural Information Processing Systems (NeurIPS), 2018 A. Malinin Mark Gales UD BDL EDL UQCV PER 461 1,027 0 28 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
Nested LSTMs Joel Ruben Antony Moniz David M. Krueger 146 70 0 31 Jan 2018
Symbol Emergence in Cognitive Developmental Systems: a Survey T. Taniguchi Emre Ugur Matej Hoffmann L. Jamone Takayuki Nagai ... Toshihiko Matsuka N. Iwahashi Erhan Öztop J. Piater Florentin Wörgötter 119 106 0 26 Jan 2018
JointDNN: An Efficient Training and Inference Engine for Intelligent Mobile Cloud Computing Services Amir Erfan Eshratifar M. Abrishami Massoud Pedram FedML 249 283 0 25 Jan 2018
Deep Canonically Correlated LSTMs Neil Rohit Mallinar Corbin Rosset 66 15 0 16 Jan 2018
StressedNets: Efficient Feature Representations via Stress-induced Evolutionary Synthesis of Deep Neural Networks M. Shafiee Brendan Chwyl Francis Li Rongyan Chen Michelle Karg C. Scharfenberger A. Wong 64 7 0 16 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
Audio Adversarial Examples: Targeted Attacks on Speech-to-Text Nicholas Carlini D. Wagner AAML 178 1,137 0 05 Jan 2018
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
The Zero Resource Speech Challenge 2017 Maarten Versteegh Xuan-Nga Cao Roland Thiollière Thomas Schatz Mathieu Bernard A. Jansen Xavier Anguera Miró Emmanuel Dupoux 168 206 0 12 Dec 2017
MURA: Large Dataset for Abnormality Detection in Musculoskeletal Radiographs Pranav Rajpurkar Jeremy Irvin Aarti Bagul D. Ding Tony Duan ... Robyn L. Ball C. Langlotz K. Shpanskaya M. Lungren A. Ng 393 82 0 11 Dec 2017
Building competitive direct acoustics-to-word models for English conversational speech recognition Kartik Audhkhasi Brian Kingsbury Bhuvana Ramabhadran G. Saon M. Picheny 129 153 0 08 Dec 2017
Audio-Visual Sentiment Analysis for Learning Emotional Arcs in Movies Eric Chu D. Roy 106 44 0 08 Dec 2017
Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training Chengyue Wu Song Han Huizi Mao Yu Wang W. Dally 524 1,526 0 05 Dec 2017
NEURAghe: Exploiting CPU-FPGA Synergies for Efficient and Flexible CNN Inference Acceleration on Zynq SoCs Paolo Meloni Alessandro Capotondi Gianfranco Deriu Michele Brian Francesco Conti D. Rossi L. Raffo Luca Benini 101 54 0 04 Dec 2017
Fruit recognition from images using deep learning H. Muresan Mihai Oltean 677 417 0 02 Dec 2017
Deep Learning Scaling is Predictable, Empirically Joel Hestness Sharan Narang Newsha Ardalani G. Diamos Heewoo Jun Hassan Kianinejad Md. Mostofa Ali Patwary Yang Yang Yanqi Zhou 438 872 0 01 Dec 2017
Acoustic-To-Word Model Without OOV Jinyu Li Guoli Ye Rui Zhao J. Droppo Jiawei Liu 136 38 0 28 Nov 2017
Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution Samples Kimin Lee Honglak Lee Kibok Lee Jinwoo Shin OODD 416 920 0 26 Nov 2017
Speech Dereverberation with Context-aware Recurrent Neural Networks J. F. Santos T. Falk 92 36 0 16 Nov 2017
SparCE: Sparsity aware General Purpose Core Extensions to Accelerate Deep Neural Networks Sanchari Sen Shubham Jain Swagath Venkataramani A. Raghunathan 100 33 0 07 Nov 2017
Improved training for online end-to-end speech recognition systems Suyoun Kim M. Seltzer Jinyu Li Rui Zhao 126 45 0 06 Nov 2017
Towards Language-Universal End-to-End Speech Recognition Suyoun Kim M. Seltzer 149 70 0 06 Nov 2017
Low Precision RNNs: Quantizing RNNs Without Losing Accuracy Supriya Kapur Asit K. Mishra Debbie Marr MQ 68 26 0 20 Oct 2017
Mixed Precision Training Paulius Micikevicius Sharan Narang Jonah Alben G. Diamos Erich Elsen ... Boris Ginsburg Michael Houston Oleksii Kuchaiev Ganesh Venkatesh Hao Wu 432 2,102 0 10 Oct 2017