Attention-Based Models for Speech Recognition

24 June 2015

Papers citing "Attention-Based Models for Speech Recognition"

50 / 395 papers shown

Title
Pedestrian Trajectory Prediction with Structured Memory Hierarchies Tharindu Fernando Simon Denman Sridha Sridharan Clinton Fookes 19 18 0 22 Jul 2018
Modeling Taxi Drivers' Behaviour for the Next Destination Prediction Alberto Rossi Gianni Barlacchi Monica Bianchini Bruno Lepri 8 31 0 21 Jul 2018
Forward Attention in Sequence-to-sequence Acoustic Modelling for Speech Synthesis Jing-Xuan Zhang Zhenhua Ling Lirong Dai 13 83 0 18 Jul 2018
DeepDiff: Deep-learning for predicting Differential gene expression from histone modifications Arshdeep Sekhon Ritambhara Singh Yanjun Qi 19 52 0 10 Jul 2018
This Looks Like That: Deep Learning for Interpretable Image Recognition Chaofan Chen Oscar Li Chaofan Tao A. Barnett Jonathan Su Cynthia Rudin 59 1,159 0 27 Jun 2018
Multi-variable LSTM neural network for autoregressive exogenous model Tian Guo Tao R. Lin BDL AI4TS 43 19 0 17 Jun 2018
Show, Attend and Translate: Unsupervised Image Translation with Self-Regularization and Attention Chao Yang Taehwan Kim Ruizhe Wang Hao Peng C.-C. Jay Kuo 28 51 0 16 Jun 2018
Learning Tasks for Multitask Learning: Heterogenous Patient Populations in the ICU Harini Suresh Jen J. Gong John Guttag 28 85 0 07 Jun 2018
Table-to-Text: Describing Table Region with Natural Language Junwei Bao Duyu Tang Nan Duan Zhao Yan Yuanhua Lv M. Zhou T. Zhao LMTD 21 98 0 29 May 2018
Abstractive Text Classification Using Sequence-to-convolution Neural Networks Taehoon Kim Jihoon Yang VLM 30 11 0 20 May 2018
Token-level and sequence-level loss smoothing for RNN language models Maha Elbayad Laurent Besacier Jakob Verbeek 22 19 0 14 May 2018
A Deep Learning Approach with an Attention Mechanism for Automatic Sleep Stage Classification Martin Längkvist Amy Loutfi 8 11 0 14 May 2018
Detection of Paroxysmal Atrial Fibrillation using Attention-based Bidirectional Recurrent Neural Networks S. Shashikumar Amit J. Shah Gari D. Clifford S. Nemati 19 78 0 07 May 2018
Interact and Decide: Medley of Sub-Attention Networks for Effective Group Recommendation Lucas Vinh Tran T. Pham Yi Tay Yiding Liu Gao Cong Xiaoli Li 27 93 0 12 Apr 2018
Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks Kun Xu Lingfei Wu Zhiguo Wang Yansong Feng Michael Witbrock V. Sheinin GNN 25 172 0 03 Apr 2018
Conditional End-to-End Audio Transforms Albert Haque Michelle Guo Prateek Verma 33 41 0 30 Mar 2018
ESPnet: End-to-End Speech Processing Toolkit Shinji Watanabe Takaaki Hori Shigeki Karita Tomoki Hayashi Jiro Nishitoba ... Jahn Heymann Matthew Wiesner Nanxin Chen Adithya Renduchintala Tsubasa Ochiai VLM 46 1,479 0 30 Mar 2018
code2vec: Learning Distributed Representations of Code Uri Alon Meital Zilberstein Omer Levy Eran Yahav 12 1,157 0 26 Mar 2018
Deep Learning using Rectified Linear Units (ReLU) Abien Fred Agarap 38 3,170 0 22 Mar 2018
Stacked Cross Attention for Image-Text Matching Kuang-Huei Lee Xi Chen G. Hua Houdong Hu Xiaodong He 30 1,142 0 21 Mar 2018
ORGaNICs: A Theory of Working Memory in Brains and Machines D. Heeger Wayne E. Mackey 20 7 0 16 Mar 2018
A Hybrid Method for Traffic Flow Forecasting Using Multimodal Deep Learning Shengdong Du Tianrui Li Xun Gong S. Horng AI4TS 28 150 0 06 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 29 874 0 03 Mar 2018
Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement Jason D. Lee Elman Mansimov Kyunghyun Cho DiffM BDL 39 455 0 19 Feb 2018
End-to-End Automatic Speech Translation of Audiobooks Alexandre Berard Laurent Besacier A. Kocabiyikoglu Olivier Pietquin 80 190 0 12 Feb 2018
Describing Semantic Representations of Brain Activity Evoked by Visual Stimuli Eri Matsuo Ichiro Kobayashi Shinji Nishimoto S. Nishida H. Asoh 21 14 0 19 Jan 2018
Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction Dan Xu Wanli Ouyang Xavier Alameda-Pineda Elisa Ricci Xiaogang Wang N. Sebe AI4CE 35 122 0 01 Jan 2018
An Architecture Combining Convolutional Neural Network (CNN) and Support Vector Machine (SVM) for Image Classification Abien Fred Agarap 36 163 0 10 Dec 2017
No Need for a Lexicon? Evaluating the Value of the Pronunciation Lexica in End-to-End Models Tara N. Sainath Rohit Prabhavalkar Shankar Kumar Seungjin Lee Anjuli Kannan ... Patrick Nguyen Bo-wen Li Yonghui Wu Z. Chen Chung-Cheng Chiu 19 53 0 05 Dec 2017
Improving the Performance of Online Neural Transducer Models Tara N. Sainath Chung-Cheng Chiu Rohit Prabhavalkar Anjuli Kannan Yonghui Wu Patrick Nguyen Z. Chen AI4TS 41 49 0 05 Dec 2017
Multi-Dialect Speech Recognition With A Single Sequence-To-Sequence Model Bo-wen Li Tara N. Sainath K. Sim M. Bacchiani Eugene Weinstein Patrick Nguyen Z. Chen Yan-Qing Wu Kanishka Rao 26 133 0 05 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 60 716 0 01 Dec 2017
PSIque: Next Sequence Prediction of Satellite Images using a Convolutional Sequence-to-Sequence Network Seungkyun Hong Seongchan Kim M. Joh Sa-kwang Song 38 24 0 29 Nov 2017
Action-Attending Graphic Neural Network Chaolong Li Zhen Cui Wenming Zheng Chunyan Xu Rongrong Ji Jian Yang 33 50 0 17 Nov 2017
AON: Towards Arbitrarily-Oriented Text Recognition Zhanzhan Cheng Xuyang Liu Fan Bai Yi Niu Shiliang Pu Shuigeng Zhou 38 14 0 12 Nov 2017
Towards Language-Universal End-to-End Speech Recognition Suyoun Kim M. Seltzer 32 68 0 06 Nov 2017
Phase Conductor on Multi-layered Attentions for Machine Comprehension R. Liu Wei Wei Weiguang Mao M. Chikina 40 22 0 28 Oct 2017
On the Effective Use of Pretraining for Natural Language Inference Ignacio Cases Minh-Thang Luong Christopher Potts 33 6 0 05 Oct 2017
Focusing Attention: Towards Accurate Text Recognition in Natural Images Zhanzhan Cheng Fan Bai Yunlu Xu Gang Zheng Shiliang Pu Shuigeng Zhou 15 448 0 07 Sep 2017
Sequence Prediction with Neural Segmental Models Hao Tang 29 2 0 05 Sep 2017
Neural-based Context Representation Learning for Dialog Act Classification Daniel Ortega Ngoc Thang Vu 27 35 0 08 Aug 2017
Exploring Neural Transducers for End-to-End Speech Recognition Eric Battenberg Jitong Chen R. Child Adam Coates Yashesh Gaur Yi Li ... Hairong Liu S. Satheesh David Seetapun Anuroop Sriram Zhenyao Zhu AI4TS 42 229 0 24 Jul 2017
Neural Sequence Model Training via $α$ -divergence Minimization Sotetsu Koyamada Yuta Kikuchi Atsunori Kanemura S. Maeda S. Ishii 65 0 0 30 Jun 2017
An online sequence-to-sequence model for noisy speech recognition Chung-Cheng Chiu Dieterich Lawson Yuping Luo George Tucker Kevin Swersky Ilya Sutskever Navdeep Jaitly 19 7 0 16 Jun 2017
Gated Orthogonal Recurrent Units: On Learning to Forget Li Jing Çağlar Gülçehre J. Peurifoy Yichen Shen Max Tegmark Marin Soljacic Yoshua Bengio 35 126 0 08 Jun 2017
Attentive Convolutional Neural Network based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech Michael Neumann Ngoc Thang Vu 22 217 0 02 Jun 2017
Multimodal Machine Learning: A Survey and Taxonomy T. Baltrušaitis Chaitanya Ahuja Louis-Philippe Morency 15 2,865 0 26 May 2017
Clinical Intervention Prediction and Understanding using Deep Networks Harini Suresh Nathan Hunt Alistair E. W. Johnson Leo Anthony Celi Peter Szolovits Marzyeh Ghassemi OOD 33 131 0 23 May 2017
Question-Answering with Grammatically-Interpretable Representations Hamid Palangi P. Smolensky Xiaodong He Li Deng 24 53 0 23 May 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 64 3,266 0 08 May 2017