Title
STRIP: A Defence Against Trojan Attacks on Deep Neural Networks Yansong Gao Chang Xu Derui Wang Shiping Chen Damith C. Ranasinghe Surya Nepal AAML 18 792 0 18 Feb 2019
A Fully Differentiable Beam Search Decoder R. Collobert Awni Y. Hannun Gabriel Synnaeve 17 40 0 16 Feb 2019
Using multi-task learning to improve the performance of acoustic-to-word and conventional hybrid models T. Nguyen Sebastian Stüker A. Waibel 30 1 0 02 Feb 2019
Robust Inference via Generative Classifiers for Handling Noisy Labels Kimin Lee Sukmin Yun Kibok Lee Honglak Lee Bo-wen Li Jinwoo Shin NoLa 33 134 0 31 Jan 2019
Hardware-Guided Symbiotic Training for Compact, Accurate, yet Execution-Efficient LSTM Hongxu Yin Guoyang Chen Yingmin Li Shuai Che Weifeng Zhang N. Jha 36 10 0 30 Jan 2019
FPSA: A Full System Stack Solution for Reconfigurable ReRAM-based NN Accelerator Architecture Yu Ji Youyang Zhang Xinfeng Xie Shuangchen Li Peiqi Wang Xing Hu Youhui Zhang Yuan Xie 9 55 0 28 Jan 2019
Self-Attention Networks for Connectionist Temporal Classification in Speech Recognition Julian Salazar Katrin Kirchhoff Zhiheng Huang AI4TS 19 117 0 22 Jan 2019
Robust Watermarking of Neural Network with Exponential Weighting Ryota Namba Jun Sakuma AAML 20 137 0 18 Jan 2019
Towards Using Context-Dependent Symbols in CTC Without State-Tying Decision Trees J. Chorowski A. Lancucki Bartosz Kostka Michal Zapotoczny 19 5 0 14 Jan 2019
Exploring spectro-temporal features in end-to-end convolutional neural networks Sean Robertson Gerald Penn Yingxue Wang 13 4 0 01 Jan 2019
Towards a Theoretical Understanding of Hashing-Based Neural Nets Yibo Lin Zhao Song Lin F. Yang 14 5 0 26 Dec 2018
A Multiversion Programming Inspired Approach to Detecting Audio Adversarial Examples Qiang Zeng Jianhai Su Chenglong Fu Golam Kayas Lannan Luo AAML 27 46 0 26 Dec 2018
Pansori: ASR Corpus Generation from Open Online Video Contents Yoona Choi Bowon Lee 17 6 0 23 Dec 2018
Deep learning incorporating biologically-inspired neural dynamics Stanisław Woźniak A. Pantazi Thomas Bohnstingl E. Eleftheriou 9 9 0 17 Dec 2018
Fully Convolutional Speech Recognition Neil Zeghidour Qiantong Xu Vitaliy Liptchinsky Nicolas Usunier Gabriel Synnaeve R. Collobert 11 91 0 17 Dec 2018
To Reverse the Gradient or Not: An Empirical Comparison of Adversarial and Multi-task Learning in Speech Recognition Yossi Adi Neil Zeghidour R. Collobert Nicolas Usunier Vitaliy Liptchinsky Gabriel Synnaeve 29 39 0 09 Dec 2018
Elastic Gossip: Distributing Neural Network Training Using Gossip-like Protocols Siddharth Pramod FedML 20 2 0 06 Dec 2018
Explainable and Explicit Visual Reasoning over Scene Graphs Jiaxin Shi Hanwang Zhang Juan-Zi Li OCL 169 230 0 05 Dec 2018
Evaluating Bayesian Deep Learning Methods for Semantic Segmentation Jishnu Mukhoti Y. Gal UQCV BDL 33 219 0 30 Nov 2018
On the Inductive Bias of Word-Character-Level Multi-Task Learning for Speech Recognition Jan Kremer Lasse Borgholt Lars Maaløe 34 6 0 28 Nov 2018
A Gray Box Interpretable Visual Debugging Approach for Deep Sequence Learning Model Md. Mofijul Islam Amar Debnath Tahsin Al Sayeed Jyotirmay Nag Setu Md Mahmudur Rahman Md. Sadman Sakib M. Razzaque Md. Mosaddek Khan Swakkhar Shatabda HAI AAML VLM 30 0 0 20 Nov 2018
FALCON: A Fourier Transform Based Approach for Fast and Secure Convolutional Neural Network Predictions Shaohua Li Kaiping Xue Chenkai Ding Xindi Gao David S. L. Wei Tao Wan F. Wu 22 67 0 20 Nov 2018
Stochastic Adaptive Neural Architecture Search for Keyword Spotting Tom Véniat Olivier Schwander Ludovic Denoyer AI4TS 27 25 0 16 Nov 2018
Beam Search Decoding using Manner of Articulation Detection Knowledge Derived from Connectionist Temporal Classification P. Rangan K. S. Rao 14 0 0 16 Nov 2018
Learning to Predict the Cosmological Structure Formation Siyu He Yin Li Yu Feng S. Ho Siamak Ravanbakhsh Wei Chen Barnabás Póczós 20 168 0 15 Nov 2018
Automatic Grammar Augmentation for Robust Voice Command Recognition Yang Yang Anusha Lalitha Jinwon Lee Chris Lott 21 3 0 14 Nov 2018
Modular Networks: Learning to Decompose Neural Computation Louis Kirsch Julius Kunze David Barber 16 110 0 13 Nov 2018
An Online Attention-based Model for Speech Recognition Ruchao Fan Pan Zhou Wei Chen Jia Jia Gang Liu 11 48 0 13 Nov 2018
Sequence-Level Knowledge Distillation for Model Compression of Attention-based Sequence-to-Sequence Speech Recognition Raden Muáz Muním Nakamasa Inoue Koichi Shinoda 30 25 0 12 Nov 2018
A Convergence Theory for Deep Learning via Over-Parameterization Zeyuan Allen-Zhu Yuanzhi Li Zhao Song AI4CE ODL 42 1,448 0 09 Nov 2018
RNNFast: An Accelerator for Recurrent Neural Networks Using Domain Wall Memory Mohammad Hossein Samavatian Anys Bacha Li Zhou R. Teodorescu 22 7 0 07 Nov 2018
Analysis of Multilingual Sequence-to-Sequence speech recognition systems Jiayang Liu M. Baskar Weiming Zhang Takaaki Hori Matthew Wiesner Jan ''Honza'' Cernocký 33 18 0 07 Nov 2018
CAAD 2018: Iterative Ensemble Adversarial Attack Jiayang Liu Weiming Zhang Nenghai Yu AAML 25 4 0 07 Nov 2018
CNN-based MultiChannel End-to-End Speech Recognition for everyday home environments Hyungjun Lim Younggwan Kim Takaaki Hori Myunghun Jung Hoirin Kim 21 12 0 07 Nov 2018
Unpaired Speech Enhancement by Acoustic and Adversarial Supervision for Speech Recognition Jonathan Lee Michael Laskey Bo-Kyeong Kim A. Aswani Soo-Young Lee 16 17 0 06 Nov 2018
When CTC Training Meets Acoustic Landmarks Di He Xuesong Yang Johan Rohdin Yi Liang Themos Stafylakis Deming Chen 16 8 0 05 Nov 2018
The Marchex 2018 English Conversational Telephone Speech Recognition System Xiaofeng Liu Zhenhua Guo J. You B. Kumar 11 1 0 05 Nov 2018
Manner of Articulation Detection using Connectionist Temporal Classification to Improve Automatic Speech Recognition Performance R. Pradeep K. S. Rao 6 1 0 05 Nov 2018
Dynamic Representations Toward Efficient Inference on Deep Neural Networks by Decision Gates Mohammad Saeed Shafiee M. Shafiee A. Wong AI4CE 12 4 0 05 Nov 2018
Adversarial Training of End-to-end Speech Recognition Using a Criticizing Language Model Alexander H. Liu Hung-yi Lee Lin-Shan Lee AuLLM 6 46 0 02 Nov 2018
Cycle-consistency training for end-to-end speech recognition Takaaki Hori Ramón Fernández Astudillo Tomoki Hayashi Yu Zhang Shinji Watanabe Jonathan Le Roux 20 87 0 02 Nov 2018
Training Neural Speech Recognition Systems with Synthetic Speech Augmentation Jason Chun Lok Li R. Gadde Boris Ginsburg Vitaly Lavrukhin 8 54 0 02 Nov 2018
Democratizing Production-Scale Distributed Deep Learning Minghuang Ma Hadi Pouransari Daniel Chao Saurabh N. Adya S. Serrano Yi Qin Dan Gimnicher Dominic Walsh MoE 28 6 0 31 Oct 2018
Towards End-to-End Code-Switching Speech Recognition Ne Luo Dongwei Jiang Shuaijiang Zhao Caixia Gong Wei Zou Xiangang Li 13 47 0 31 Oct 2018
Towards End-to-end Automatic Code-Switching Speech Recognition Genta Indra Winata Andrea Madotto Chien-Sheng Wu Pascale Fung 8 12 0 30 Oct 2018
On the Convergence Rate of Training Recurrent Neural Networks Zeyuan Allen-Zhu Yuanzhi Li Zhao Song 26 191 0 29 Oct 2018
An improved hybrid CTC-Attention model for speech recognition Zhe Yuan Zhuoran Lyu Jiwei Li Xi Zhou 15 9 0 29 Oct 2018
Cascaded CNN-resBiLSTM-CTC: An End-to-End Acoustic Model For Speech Recognition Xinpei Zhou Jiwei Li Xi Zhou 27 3 0 29 Oct 2018
Robust Audio Adversarial Example for a Physical Attack Hiromu Yakura Jun Sakuma AAML 20 190 0 28 Oct 2018
A novel pyramidal-FSMN architecture with lattice-free MMI for speech recognition Xuerui Yang Jiwei Li Xi Zhou 16 15 0 26 Oct 2018