Title
Accurate and Energy-Efficient Classification with Spiking Random Neural Network: Corrected and Expanded Version K. Hussain Mohamed Yousef Bassyouni E. Gelenbe 21 3 0 01 Jun 2019
Luck Matters: Understanding Training Dynamics of Deep ReLU Networks Yuandong Tian Tina Jiang Qucheng Gong Ari S. Morcos 27 24 0 31 May 2019
A Trainable Multiplication Layer for Auto-correlation and Co-occurrence Extraction Hideaki Hayashi S. Uchida 4 3 0 30 May 2019
Reinforcement Learning and Adaptive Sampling for Optimized DNN Compilation Byung Hoon Ahn Prannoy Pilligundla H. Esmaeilzadeh 29 20 0 30 May 2019
Rethinking Full Connectivity in Recurrent Neural Networks Matthijs Van Keirsbilck A. Keller Xiaodong Yang LRM 14 13 0 29 May 2019
A Study of BFLOAT16 for Deep Learning Training Dhiraj D. Kalamkar Dheevatsa Mudigere Naveen Mellempudi Dipankar Das K. Banerjee ... Sudarshan Srinivasan Abhisek Kundu M. Smelyanskiy Bharat Kaul Pradeep Dubey MQ 17 336 0 29 May 2019
Instant Quantization of Neural Networks using Monte Carlo Methods Gonçalo Mordido Matthijs Van Keirsbilck A. Keller MQ 27 9 0 29 May 2019
Guided Source Separation Meets a Strong ASR Backend: Hitachi/Paderborn University Joint Investigation for Dinner Party ASR Naoyuki Kanda Christoph Boeddeker Jens Heitkaemper Yusuke Fujita Shota Horiguchi Kenji Nagamatsu Reinhold Häb-Umbach 23 61 0 29 May 2019
Harnessing Slow Dynamics in Neuromorphic Computation Tianlin Liu 24 0 0 28 May 2019
GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification Xuwang Yin Soheil Kolouri Gustavo K. Rohde AAML 22 43 0 27 May 2019
Incremental Learning Using a Grow-and-Prune Paradigm with Efficient Neural Networks Xiaoliang Dai Hongxu Yin N. Jha 33 31 0 27 May 2019
Improved Optical Flow for Gesture-based Human-robot Interaction Jen-Yen Chang Antonio Tejero-de-Pablos Tatsuya Harada 3DH 14 14 0 21 May 2019
Simple Black-box Adversarial Attacks Chuan Guo Jacob R. Gardner Yurong You A. Wilson Kilian Q. Weinberger AAML 14 568 0 17 May 2019
Online Normalization for Training Neural Networks Vitaliy Chiley I. Sharapov Atli Kosson Urs Koster R. Reece S. D. L. Fuente Vishal Subbiah Michael James OnRL 26 55 0 15 May 2019
Universal Adversarial Perturbations for Speech Recognition Systems Paarth Neekhara Shehzeen Samarah Hussain Prakhar Pandey Shlomo Dubnov Julian McAuley F. Koushanfar AAML 20 113 0 09 May 2019
A Hardware-Oriented and Memory-Efficient Method for CTC Decoding Siyuan Lu Jinming Lu Jun Lin Zhongfeng Wang 16 5 0 08 May 2019
An Adaptive Remote Stochastic Gradient Method for Training Neural Networks Yushu Chen Hao Jing Wenlai Zhao Zhiqiang Liu Haohuan Fu Lián Qiao Wei Xue Guangwen Yang ODL 27 2 0 04 May 2019
Impact of Artificial Intelligence on Businesses: from Research, Innovation, Market Deployment to Future Shifts in Business Models N. Soni E. Sharma Narotam Singh A. Kapoor 19 68 0 03 May 2019
Semi-supervised Sequence-to-sequence ASR using Unpaired Speech and Text M. Baskar Shinji Watanabe Ramón Fernández Astudillo Takaaki Hori L. Burget J. Černocký 36 41 0 30 Apr 2019
Forget the Learning Rate, Decay Loss Jiakai Wei 22 9 0 27 Apr 2019
Realizing Petabyte Scale Acoustic Modeling S. Parthasarathi Nitin Sivakrishnan Pranav Ladkat N. Strom 14 11 0 24 Apr 2019
MinCall - MinION end2end convolutional deep learning basecaller N. Miculinic Marko Ratkovic M. Šikić 16 11 0 22 Apr 2019
An Investigation of End-to-End Multichannel Speech Recognition for Reverberant and Mismatch Conditions Aswin Shanmugam Subramanian Xiaofei Wang Shinji Watanabe T. Taniguchi Dung T. Tran Yuya Fujita 6 20 0 19 Apr 2019
Guiding CTC Posterior Spike Timings for Improved Posterior Fusion and Knowledge Distillation Gakuto Kurata Kartik Audhkhasi 16 46 0 17 Apr 2019
A Multi-Task Learning Framework for Overcoming the Catastrophic Forgetting in Automatic Speech Recognition Jiabin Xue Jiqing Han Tieran Zheng Xiang Gao Jiaxing Guo CLL 13 9 0 17 Apr 2019
Hard Sample Mining for the Improved Retraining of Automatic Speech Recognition Jiabin Xue Jiqing Han Tieran Zheng Jiaxing Guo Boyong Wu 41 10 0 17 Apr 2019
Predicting Time-to-Failure of Plasma Etching Equipment using Machine Learning Anahid N. Jalali Clemens Heistracher Alexander Schindler Bernhard Haslhofer Tanja Nemeth Robert Glawar W. Sihn Peter De Boer 11 18 0 16 Apr 2019
SpeechYOLO: Detection and Localization of Speech Objects Yael Segal T. Fuchs Joseph Keshet ObjD 8 17 0 14 Apr 2019
From Semi-supervised to Almost-unsupervised Speech Recognition with Very-low Resource by Jointly Learning Phonetic Structures from Audio and Text Embeddings Yi-Chen Chen Sung-Feng Huang Hung-yi Lee Lin-Shan Lee SSL 19 0 0 10 Apr 2019
Distributed Deep Learning Strategies For Automatic Speech Recognition Wei Zhang Xiaodong Cui Ulrich Finkler Brian Kingsbury G. Saon David S. Kung M. Picheny 15 29 0 10 Apr 2019
Who Needs Words? Lexicon-Free Speech Recognition Tatiana Likhomanenko Gabriel Synnaeve R. Collobert 8 27 0 09 Apr 2019
Speech Model Pre-training for End-to-End Spoken Language Understanding Loren Lugosch Mirco Ravanelli Patrick Ignoto Vikrant Singh Tomar Yoshua Bengio SyDa AuLLM 23 340 0 07 Apr 2019
On The Power of Curriculum Learning in Training Deep Networks Guy Hacohen D. Weinshall ODL 39 439 0 07 Apr 2019
Jasper: An End-to-End Convolutional Neural Acoustic Model Jason Chun Lok Li Vitaly Lavrukhin Boris Ginsburg Ryan Leary Oleksii Kuchaiev Jonathan M. Cohen Huyen Nguyen R. Gadde DRL VLM AuLLM 8 264 0 05 Apr 2019
Lessons from Building Acoustic Models with a Million Hours of Speech S. Parthasarathi N. Strom 11 87 0 02 Apr 2019
Learning Shared Encoding Representation for End-to-End Speech Recognition Models T. Nguyen Sebastian Stüker A. Waibel 22 2 0 31 Mar 2019
On Arrhythmia Detection by Deep Learning and Multidimensional Representation K. S. Rajput Sandi Wibowo Chen Hao M. Majmudar AI4TS 14 15 0 30 Mar 2019
Attention-Augmented End-to-End Multi-Task Learning for Emotion Prediction from Speech Zixing Zhang Bingwen Wu Bjoern Schuller 19 83 0 29 Mar 2019
Snore-GANs: Improving Automatic Snore Sound Classification with Synthesized Data Zixing Zhang Jing Han Kun Qian C. Janott Yanan Guo Bjoern Schuller 22 41 0 29 Mar 2019
k-Same-Siamese-GAN: k-Same Algorithm with Generative Adversarial Network for Facial Image De-identification with Hyperparameter Tuning and Mixed Precision Training Yi-Lun Pan Min-Jhih Haung Kuo-Teng Ding Ja-Ling Wu J. Jang PICV 12 17 0 27 Mar 2019
Automatic Spelling Correction with Transformer for CTC-based End-to-End Speech Recognition Shiliang Zhang Ming Lei Zhijie Yan 22 15 0 27 Mar 2019
Practical Hidden Voice Attacks against Speech and Speaker Recognition Systems H. Abdullah Washington Garcia Christian Peeters Patrick Traynor Kevin R. B. Butler Joseph N. Wilson AAML 17 165 0 18 Mar 2019
A Research Agenda: Dynamic Models to Defend Against Correlated Attacks Ian Goodfellow AAML OOD 33 31 0 14 Mar 2019
End-To-End Speech Recognition Using A High Rank LSTM-CTC Based Model Yangyang Shi M. Hwang X. Lei AI4TS 22 14 0 12 Mar 2019
KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos Egor Lakomkin S. Magg C. Weber S. Wermter 18 19 0 01 Mar 2019
Incorporating End-to-End Speech Recognition Models for Sentiment Analysis Egor Lakomkin M. Zamani C. Weber S. Magg S. Wermter 25 21 0 28 Feb 2019
No Padding Please: Efficient Neural Handwriting Recognition Gideon Maillette de Buy Wenniger Lambert Schomaker Andy Way 16 18 0 28 Feb 2019
Interaction-aware Kalman Neural Networks for Trajectory Prediction Ce Ju Zihan Wang Cheng Long Xiaoyu Zhang D. Chang 24 53 0 28 Feb 2019
An Empirical Study of Large-Batch Stochastic Gradient Descent with Structured Covariance Noise Yeming Wen Kevin Luk Maxime Gazeau Guodong Zhang Harris Chan Jimmy Ba ODL 20 22 0 21 Feb 2019
Audio-Linguistic Embeddings for Spoken Sentences Albert Haque Michelle Guo Prateek Verma Li Fei-Fei 28 51 0 20 Feb 2019