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
An Overview of Vulnerabilities of Voice Controlled Systems Yuan Gong C. Poellabauer 14 31 0 24 Mar 2018
Advancing Acoustic-to-Word CTC Model Jinyu Li Guoli Ye Amit Das Rui Zhao Jiawei Liu 17 96 0 15 Mar 2018
Advancing Connectionist Temporal Classification With Attention Modeling Amit Das Jinyu Li Rui Zhao Jiawei Liu 16 51 0 15 Mar 2018
Predictive Uncertainty Estimation via Prior Networks A. Malinin Mark J. F. Gales UD BDL EDL UQCV PER 30 898 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 11 71 0 07 Feb 2018
Nested LSTMs Joel Ruben Antony Moniz David M. Krueger 27 68 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 F. Worgotter 23 90 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 34 247 0 25 Jan 2018
Deep Canonically Correlated LSTMs Neil Rohit Mallinar Corbin Rosset 16 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 6 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 19 21 0 16 Jan 2018
Understanding the Disharmony between Dropout and Batch Normalization by Variance Shift Xiang Li Shuo Chen Xiaolin Hu Jian Yang 30 309 0 16 Jan 2018
Audio Adversarial Examples: Targeted Attacks on Speech-to-Text Nicholas Carlini D. Wagner AAML 21 1,073 0 05 Jan 2018
Letter-Based Speech Recognition with Gated ConvNets Vitaliy Liptchinsky Gabriel Synnaeve R. Collobert 29 72 0 22 Dec 2017
Improved Regularization Techniques for End-to-End Speech Recognition Yingbo Zhou Caiming Xiong R. Socher 11 18 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 20 202 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 11 74 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 19 151 0 08 Dec 2017
Audio-Visual Sentiment Analysis for Learning Emotional Arcs in Movies Eric Chu D. Roy 13 40 0 08 Dec 2017
Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training Yujun Lin Song Han Huizi Mao Yu Wang W. Dally 44 1,386 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 13 51 0 04 Dec 2017
Fruit recognition from images using deep learning H. Muresan Mihai Oltean 11 389 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 40 711 0 01 Dec 2017
Acoustic-To-Word Model Without OOV Jinyu Li Guoli Ye Rui Zhao J. Droppo Jiawei Liu 21 38 0 28 Nov 2017
Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution Samples Kimin Lee Honglak Lee Kibok Lee Jinwoo Shin OODD 70 872 0 26 Nov 2017
Speech Dereverberation with Context-aware Recurrent Neural Networks J. F. Santos T. Falk 14 35 0 16 Nov 2017
SparCE: Sparsity aware General Purpose Core Extensions to Accelerate Deep Neural Networks Sanchari Sen Shubham Jain Swagath Venkataramani A. Raghunathan 16 30 0 07 Nov 2017
Improved training for online end-to-end speech recognition systems Suyoun Kim M. Seltzer Jinyu Li Rui Zhao 21 44 0 06 Nov 2017
Towards Language-Universal End-to-End Speech Recognition Suyoun Kim M. Seltzer 32 68 0 06 Nov 2017
Low Precision RNNs: Quantizing RNNs Without Losing Accuracy Supriya Kapur Asit K. Mishra Debbie Marr MQ 29 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 90 1,764 0 10 Oct 2017
Low-Rank RNN Adaptation for Context-Aware Language Modeling Aaron Jaech Mari Ostendorf 25 25 0 06 Oct 2017
Feedforward and Recurrent Neural Networks Backward Propagation and Hessian in Matrix Form Maxim Naumov 23 9 0 16 Sep 2017
AISHELL-1: An Open-Source Mandarin Speech Corpus and A Speech Recognition Baseline Hui Bu Jiayu Du Xingyu Na Bengu Wu Hao Zheng CVBM 14 818 0 16 Sep 2017
Reading Scene Text with Attention Convolutional Sequence Modeling Yunze Gao Yingying Chen Jinqiao Wang Hanqing Lu 17 63 0 13 Sep 2017
Deep Residual Bidir-LSTM for Human Activity Recognition Using Wearable Sensors Yu Zhao Rennong Yang Guillaume Chevalier Maoguo Gong BDL HAI 18 311 0 22 Aug 2017
Learning Algorithms for Active Learning Philip Bachman Alessandro Sordoni Adam Trischler VLM 21 155 0 31 Jul 2017
SLEEPNET: Automated Sleep Staging System via Deep Learning Siddharth Biswal Joshua A. Kulas Haoqi Sun B. Goparaju M. P. M. Brandon Westover M. Bianchi Jimeng Sun MLAU 20 136 0 26 Jul 2017
A new take on measuring relative nutritional density: The feasibility of using a deep neural network to assess commercially-prepared pureed food concentrations Kaylen J. Pfisterer Robert Amelard A. Chung A. Wong 13 13 0 23 Jul 2017
Learning Macromanagement in StarCraft from Replays using Deep Learning Niels Justesen S. Risi 34 68 0 12 Jul 2017
Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks Pranav Rajpurkar Awni Y. Hannun Masoumeh Haghpanahi Codie Bourn A. Ng 13 740 0 06 Jul 2017
Improving LSTM-CTC based ASR performance in domains with limited training data J. Billa 16 11 0 03 Jul 2017
Loom: Exploiting Weight and Activation Precisions to Accelerate Convolutional Neural Networks Sayeh Sharify Alberto Delmas Lascorz Kevin Siu Patrick Judd Andreas Moshovos MQ 14 109 0 23 Jun 2017
Towards Neural Phrase-based Machine Translation Po-Sen Huang Chong-Jun Wang Sitao Huang Dengyong Zhou Li Deng 22 3 0 17 Jun 2017
On Calibration of Modern Neural Networks Chuan Guo Geoff Pleiss Yu Sun Kilian Q. Weinberger UQCV 56 5,685 0 14 Jun 2017
Device Placement Optimization with Reinforcement Learning Azalia Mirhoseini Hieu H. Pham Quoc V. Le Benoit Steiner Rasmus Larsen Yuefeng Zhou Naveen Kumar Mohammad Norouzi Samy Bengio J. Dean 27 436 0 13 Jun 2017
See, Hear, and Read: Deep Aligned Representations Y. Aytar Carl Vondrick Antonio Torralba VLM AI4TS 12 135 0 03 Jun 2017
AirScript - Creating Documents in Air Ayushman Dash Amit Sahu Rajveer Shringi J. Gamboa Muhammad Zeshan Afzal M. I. Malik Sheraz Ahmed Andreas Dengel VGen 8 19 0 30 May 2017
Towards Understanding the Invertibility of Convolutional Neural Networks A. Gilbert Yi Zhang Kibok Lee Y. Zhang Honglak Lee 11 64 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 21 1,114 0 23 May 2017