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
Democratizing Production-Scale Distributed Deep Learning Minghuang Ma Hadi Pouransari Daniel Chao Saurabh N. Adya S. Serrano Yi Qin Dan Gimnicher Dominic Walsh MoE 25 6 0 31 Oct 2018
Deep Net Features for Complex Emotion Recognition Bhalaji Nagarajan V. R. M. Oruganti 11 3 0 31 Oct 2018
An improved hybrid CTC-Attention model for speech recognition Zhe Yuan Zhuoran Lyu Jiwei Li Xi Zhou 13 9 0 29 Oct 2018
Cascaded CNN-resBiLSTM-CTC: An End-to-End Acoustic Model For Speech Recognition Xinpei Zhou Jiwei Li Xi Zhou 25 3 0 29 Oct 2018
Robust Audio Adversarial Example for a Physical Attack Hiromu Yakura Jun Sakuma AAML 15 190 0 28 Oct 2018
Scaling Speech Enhancement in Unseen Environments with Noise Embeddings Gil Keren Jing Han Björn Schuller 6 13 0 26 Oct 2018
Tackling Sequence to Sequence Mapping Problems with Neural Networks Lei Yu AIMat 20 2 0 25 Oct 2018
A Scalable, Flexible Augmentation of the Student Education Process Bhairav Mehta Adithya Ramanathan AI4Ed 11 0 0 17 Oct 2018
SCALE-Sim: Systolic CNN Accelerator Simulator A. Samajdar Yuhao Zhu P. Whatmough Matthew Mattina Tushar Krishna 30 137 0 16 Oct 2018
CAVBench: A Benchmark Suite for Connected and Autonomous Vehicles Yifan Wang Shaoshan Liu Xiaopei Wu Weisong Shi 19 54 0 15 Oct 2018
FermiNets: Learning generative machines to generate efficient neural networks via generative synthesis A. Wong M. Shafiee Brendan Chwyl Francis Li 8 64 0 17 Sep 2018
End-to-end Audiovisual Speech Activity Detection with Bimodal Recurrent Neural Models Fei Tao Carlos Busso 22 34 0 12 Sep 2018
Single-Microphone Speech Enhancement and Separation Using Deep Learning Morten Kolbaek 20 7 0 31 Aug 2018
Searching Toward Pareto-Optimal Device-Aware Neural Architectures A. Cheng Jin-Dong Dong Chi-Hung Hsu Shu-Huan Chang Min Sun Shih-Chieh Chang Jia-Yu Pan Yu-Ting Chen Wei Wei Da-Cheng Juan 12 28 0 29 Aug 2018
Auto-Classification of Retinal Diseases in the Limit of Sparse Data Using a Two-Streams Machine Learning Model Chao-Han Huck Yang Fangyu Liu Jia-Hong Huang Meng Tian Hiromasa Morikawa I-Hung Lin Yi-Chieh Liu Hao-Hsiang Yang Jesper N. Tegnér 14 18 0 16 Aug 2018
VerIDeep: Verifying Integrity of Deep Neural Networks through Sensitive-Sample Fingerprinting Zecheng He Tianwei Zhang R. Lee FedML AAML MLAU 14 18 0 09 Aug 2018
Rethinking Numerical Representations for Deep Neural Networks Parker Hill Babak Zamirai Shengshuo Lu Yu-Wei Chao M. Laurenzano ... S. Mahlke T. Wenisch Jia Deng Lingjia Tang Jason Mars 10 11 0 07 Aug 2018
Dialog-context aware end-to-end speech recognition Suyoun Kim Florian Metze 13 47 0 07 Aug 2018
Data Augmentation for Robust Keyword Spotting under Playback Interference A. Raju S. Panchapagesan Xingtu Liu Arindam Mandal N. Strom 8 36 0 01 Aug 2018
End-to-end Deep Learning from Raw Sensor Data: Atrial Fibrillation Detection using Wearables Igor Gotlibovych Stuart Crawford Dileep Goyal Jiaqi Liu Yaniv Kerem D. Benaron Defne Yilmaz G. Marcus Yihan Li 10 44 0 27 Jul 2018
PCNNA: A Photonic Convolutional Neural Network Accelerator A. Mehrabian Yousra Alkabani V. Sorger T. El-Ghazawi 13 64 0 23 Jul 2018
Acoustic-to-Word Recognition with Sequence-to-Sequence Models Shruti Palaskar Florian Metze 6 19 0 23 Jul 2018
Learning Noise-Invariant Representations for Robust Speech Recognition Davis Liang Zhiheng Huang Zachary Chase Lipton OOD 21 54 0 17 Jul 2018
Anytime Neural Prediction via Slicing Networks Vertically Hankook Lee Jinwoo Shin AI4CE 11 16 0 07 Jul 2018
Privacy-preserving Machine Learning through Data Obfuscation Tianwei Zhang Zecheng He R. Lee 12 79 0 05 Jul 2018
Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding Yutai Hou Yijia Liu Wanxiang Che Ting Liu 25 151 0 04 Jul 2018
Confidential Inference via Ternary Model Partitioning Zhongshu Gu Heqing Huang Jialong Zhang D. Su Hani Jamjoom Ankita Lamba Dimitrios E. Pendarakis Ian Molloy 21 53 0 03 Jul 2018
Exploring End-to-End Techniques for Low-Resource Speech Recognition Vladimir Bataev M. Korenevsky Ivan Medennikov Alexander Zatvornitsky 16 9 0 02 Jul 2018
DPP-Net: Device-aware Progressive Search for Pareto-optimal Neural Architectures Jin-Dong Dong A. Cheng Da-Cheng Juan Wei Wei Min Sun 17 171 0 21 Jun 2018
PCAS: Pruning Channels with Attention Statistics for Deep Network Compression Kohei Yamamoto K. Maeno 24 32 0 14 Jun 2018
Navigating with Graph Representations for Fast and Scalable Decoding of Neural Language Models Minjia Zhang Xiaodong Liu Wenhan Wang Jianfeng Gao Yuxiong He 23 30 0 11 Jun 2018
A Simple Method for Commonsense Reasoning Trieu H. Trinh Quoc V. Le LRM ReLM 17 432 0 07 Jun 2018
A Machine Learning Framework for Stock Selection XingYu Fu JinHong Du Yifeng Guo MingWen Liu Tao Dong XiuWen Duan AIFin 17 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 14 38 0 30 May 2018
Grow and Prune Compact, Fast, and Accurate LSTMs Xiaoliang Dai Hongxu Yin N. Jha VLM SyDa 31 90 0 30 May 2018
The Roles of Supervised Machine Learning in Systems Neuroscience Joshua I. Glaser Ari S. Benjamin Roozbeh Farhoodi Konrad Paul Kording 18 114 0 21 May 2018
Targeted Adversarial Examples for Black Box Audio Systems Rohan Taori Amog Kamsetty Brenton Chu N. Vemuri AAML 6 181 0 20 May 2018
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition Albert Zeyer Tamer Alkhouli Hermann Ney 37 90 0 14 May 2018
Improved training of end-to-end attention models for speech recognition Albert Zeyer Kazuki Irie Ralf Schluter Hermann Ney VLM 13 269 0 08 May 2018
Automatic Documentation of ICD Codes with Far-Field Speech Recognition Albert Haque Corinna Fukushima 11 0 0 30 Apr 2018
Sparse Persistent RNNs: Squeezing Large Recurrent Networks On-Chip Feiwen Zhu Jeff Pool M. Andersch J. Appleyard Fung Xie 19 29 0 26 Apr 2018
Recent Progresses in Deep Learning based Acoustic Models (Updated) Dong Yu Jinyu Li VLM 23 160 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 14 5 0 24 Apr 2018
Word Embedding Perturbation for Sentence Classification Dongxu Zhang Zhichao Yang 13 43 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 12 52 0 06 Apr 2018
EmoRL: Continuous Acoustic Emotion Classification using Deep Reinforcement Learning Egor Lakomkin M. Zamani C. Weber S. Magg S. Wermter 27 22 0 03 Apr 2018
Reusing Neural Speech Representations for Auditory Emotion Recognition Egor Lakomkin C. Weber S. Magg S. Wermter 11 35 0 30 Mar 2018
Automatically augmenting an emotion dataset improves classification using audio Egor Lakomkin C. Weber S. Wermter 11 3 0 30 Mar 2018
Multi-Modal Data Augmentation for End-to-End ASR Adithya Renduchintala Shuoyang Ding Matthew Wiesner Shinji Watanabe 23 36 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 16 11 0 26 Mar 2018