Highway Long Short-Term Memory RNNs for Distant Speech Recognition

30 October 2015

Sanjeev Khudanpur

Papers citing "Highway Long Short-Term Memory RNNs for Distant Speech Recognition"

27 / 77 papers shown

Title
Improving Open Information Extraction via Iterative Rank-Aware Learning Zhengbao Jiang Pengcheng Yin Graham Neubig 24 11 0 31 May 2019
Quantization Loss Re-Learning Method Kunping Li MQ 14 1 0 30 May 2019
Improving Gated Recurrent Unit Based Acoustic Modeling with Batch Normalization and Enlarged Context Jie Li Yahui Shan Xiaorui Wang Yan Li 21 3 0 26 Nov 2018
Beam Search Decoding using Manner of Articulation Detection Knowledge Derived from Connectionist Temporal Classification P. Rangan K. S. Rao 24 0 0 16 Nov 2018
Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences Yi Tay Anh Tuan Luu S. Hui 28 37 0 06 Oct 2018
Batch-normalized Recurrent Highway Networks Chi Zhang Thang Nguyen Shagan Sah R. Ptucha A. Loui C. Salvaggio 25 8 0 26 Sep 2018
Recent Advances in Deep Learning: An Overview Matiur Rahman Minar Jibon Naher VLM 29 116 0 21 Jul 2018
Grow and Prune Compact, Fast, and Accurate LSTMs Xiaoliang Dai Hongxu Yin N. Jha VLM SyDa 31 90 0 30 May 2018
Gated Recurrent Unit Based Acoustic Modeling with Future Context Jie Li Xiaorui Wang Yuanyuan Zhao Yan Li 27 12 0 18 May 2018
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling Luheng He Kenton Lee Omer Levy Luke Zettlemoyer 19 188 0 12 May 2018
Deep-FSMN for Large Vocabulary Continuous Speech Recognition Shiliang Zhang Ming Lei Zhijie Yan Lirong Dai 29 108 0 04 Mar 2018
High Order Recurrent Neural Networks for Acoustic Modelling Chuxu Zhang P. Woodland ODL 41 16 0 22 Feb 2018
Densely Connected Bidirectional LSTM with Applications to Sentence Classification Zixiang Ding Rui Xia Jianfei Yu Xiang Li Jian Yang AI4CE 27 61 0 03 Feb 2018
The CAPIO 2017 Conversational Speech Recognition System Kyu Jeong Han Akshay Chandrashekaran Jungsuk Kim Ian Lane 23 72 0 29 Dec 2017
Improving speech recognition by revising gated recurrent units Mirco Ravanelli Philemon Brakel M. Omologo Yoshua Bengio 22 52 0 29 Sep 2017
Shortcut-Stacked Sentence Encoders for Multi-Domain Inference Yixin Nie Joey Tianyi Zhou 33 126 0 07 Aug 2017
Reducing Bias in Production Speech Models Eric Battenberg R. Child Adam Coates Christopher Fougner Yashesh Gaur ... Vinay Rao S. Satheesh David Seetapun Anuroop Sriram Zhenyao Zhu 38 10 0 11 May 2017
Empirical Evaluation of Parallel Training Algorithms on Acoustic Modeling Wenpeng Li BinBin Zhang Lei Xie Dong Yu 24 5 0 17 Mar 2017
Exponential Moving Average Model in Parallel Speech Recognition Training Xudong Tian Jun Zhang Zejun Ma Yi He Juan Wei 38 4 0 03 Mar 2017
Small-footprint Highway Deep Neural Networks for Speech Recognition Liang Lu Steve Renals 38 15 0 18 Oct 2016
Knowledge Distillation for Small-footprint Highway Networks Liang Lu Michelle Guo Steve Renals 32 73 0 02 Aug 2016
Recurrent Highway Networks J. Zilly R. Srivastava Jan Koutník Jürgen Schmidhuber 24 413 0 12 Jul 2016
Training Deep Nets with Sublinear Memory Cost Tianqi Chen Bing Xu Chiyuan Zhang Carlos Guestrin 58 1,147 0 21 Apr 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 275 2,553 0 25 Jan 2016
Gradual DropIn of Layers to Train Very Deep Neural Networks L. Smith Emily M. Hand T. Doster AI4CE 37 33 0 22 Nov 2015
Depth-Gated LSTM Kaisheng Yao Trevor Cohn Katerina Vylomova Kevin Duh Chris Dyer VLM 22 73 0 16 Aug 2015
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,640 0 03 Jul 2012