Attention-Based Models for Speech Recognition

24 June 2015

Papers citing "Attention-Based Models for Speech Recognition"

50 / 313 papers shown

Title
Deep Learning using Rectified Linear Units (ReLU) Abien Fred Agarap 33 3,163 0 22 Mar 2018
Stacked Cross Attention for Image-Text Matching Kuang-Huei Lee Xi Chen G. Hua Houdong Hu Xiaodong He 13 1,140 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 22 150 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 29 873 0 03 Mar 2018
Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement Jason D. Lee Elman Mansimov Kyunghyun Cho DiffM BDL 28 455 0 19 Feb 2018
Describing Semantic Representations of Brain Activity Evoked by Visual Stimuli Eri Matsuo Ichiro Kobayashi Shinji Nishimoto S. Nishida H. Asoh 16 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 30 122 0 01 Jan 2018
An Architecture Combining Convolutional Neural Network (CNN) and Support Vector Machine (SVM) for Image Classification Abien Fred Agarap 31 163 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 11 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 22 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 23 133 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 40 711 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 27 24 0 29 Nov 2017
Action-Attending Graphic Neural Network Chaolong Li Zhen Cui Wenming Zheng Chunyan Xu R. Ji Jian Yang 25 50 0 17 Nov 2017
Towards Language-Universal End-to-End Speech Recognition Suyoun Kim M. Seltzer 19 68 0 06 Nov 2017
Phase Conductor on Multi-layered Attentions for Machine Comprehension R. Liu Wei Wei Weiguang Mao M. Chikina 32 22 0 28 Oct 2017
On the Effective Use of Pretraining for Natural Language Inference Ignacio Cases Minh-Thang Luong Christopher Potts 27 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 13 448 0 07 Sep 2017
Sequence Prediction with Neural Segmental Models Hao Tang 21 2 0 05 Sep 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 39 229 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 11 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 33 125 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 2,856 0 26 May 2017
Question-Answering with Grammatically-Interpretable Representations Hamid Palangi P. Smolensky Xiaodong He Li Deng 19 53 0 23 May 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 17 3,263 0 08 May 2017
Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation Ngan Le Kha Gia Quach Khoa Luu Marios Savvides Chenchen Zhu 16 71 0 12 Apr 2017
Online and Linear-Time Attention by Enforcing Monotonic Alignments Colin Raffel Minh-Thang Luong Peter J. Liu Ron J. Weiss Douglas Eck 27 255 0 03 Apr 2017
Attention and Localization based on a Deep Convolutional Recurrent Model for Weakly Supervised Audio Tagging Yong-mei Xu Qiuqiang Kong Qiang Huang Wenwu Wang Mark D. Plumbley 21 67 0 17 Mar 2017
Sharp Minima Can Generalize For Deep Nets Laurent Dinh Razvan Pascanu Samy Bengio Yoshua Bengio ODL 40 754 0 15 Mar 2017
Multichannel End-to-end Speech Recognition Tsubasa Ochiai Shinji Watanabe Takaaki Hori J. Hershey 19 92 0 14 Mar 2017
Sequence Modeling via Segmentations Chong-Jun Wang Yining Wang Po-Sen Huang Abdel-rahman Mohamed Dengyong Zhou Li Deng 19 44 0 24 Feb 2017
Attention-Based Multimodal Fusion for Video Description Chiori Hori Takaaki Hori Teng-Yok Lee Kazuhiro Sumi J. Hershey Tim K. Marks 38 359 0 11 Jan 2017
Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks Y. Zhang Mohammad Pezeshki Philemon Brakel Saizheng Zhang Yoshua Bengio Aaron Courville 22 366 0 10 Jan 2017
Towards better decoding and language model integration in sequence to sequence models J. Chorowski Navdeep Jaitly 6 368 0 08 Dec 2016
Listen and Translate: A Proof of Concept for End-to-End Speech-to-Text Translation Alexandre Berard Olivier Pietquin Christophe Servan Laurent Besacier 38 313 0 06 Dec 2016
Areas of Attention for Image Captioning M. Pedersoli Thomas Lucas Cordelia Schmid Jakob Verbeek 25 205 0 03 Dec 2016
Lip Reading Sentences in the Wild Joon Son Chung A. Senior Oriol Vinyals Andrew Zisserman 162 784 0 16 Nov 2016
Discriminative Acoustic Word Embeddings: Recurrent Neural Network-Based Approaches Shane Settle Karen Livescu 22 87 0 08 Nov 2016
Professor Forcing: A New Algorithm for Training Recurrent Networks Alex Lamb Anirudh Goyal Ying Zhang Saizheng Zhang Aaron Courville Yoshua Bengio GAN 51 588 0 27 Oct 2016
Joint CTC-Attention based End-to-End Speech Recognition using Multi-task Learning Suyoun Kim Takaaki Hori Shinji Watanabe 16 913 0 21 Sep 2016
Enhanced LSTM for Natural Language Inference Qian Chen Xiao-Dan Zhu Zhenhua Ling Si Wei Hui Jiang Diana Inkpen LRM ReLM 32 1,126 0 20 Sep 2016
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism E. Choi M. T. Bahadori Joshua A. Kulas A. Schuetz Walter F. Stewart Jimeng Sun AI4TS 34 1,228 0 19 Aug 2016
An Actor-Critic Algorithm for Sequence Prediction Dzmitry Bahdanau Philemon Brakel Kelvin Xu Anirudh Goyal Ryan J. Lowe Joelle Pineau Aaron Courville Yoshua Bengio 31 635 0 24 Jul 2016
Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes Çağlar Gülçehre A. Chandar Kyunghyun Cho Yoshua Bengio 12 64 0 30 Jun 2016
Sequence-Level Knowledge Distillation Yoon Kim Alexander M. Rush 27 1,097 0 25 Jun 2016
A Correlational Encoder Decoder Architecture for Pivot Based Sequence Generation Amrita Saha Mitesh M. Khapra A. Chandar Janarthanan Rajendran Kyunghyun Cho 17 18 0 15 Jun 2016
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation Iulian Serban Tim Klinger Gerald Tesauro Kartik Talamadupula Bowen Zhou Yoshua Bengio Aaron Courville 11 190 0 02 Jun 2016