Title
Improving the Robustness of Speech Translation Xiang-Yang Li Haiyang Xue Wei Chen Yang Liu Yang Feng Qun Liu 33 17 0 02 Nov 2018
Sequence-to-sequence Models for Small-Footprint Keyword Spotting Haitong Zhang Junbo Zhang Yujun Wang AI4TS 35 8 0 01 Nov 2018
On the End-to-End Solution to Mandarin-English Code-switching Speech Recognition Zhiping Zeng Yerbolat Khassanov Van Tung Pham Haihua Xu Chng Eng Siong Haizhou Li 64 92 0 01 Nov 2018
Low-Dimensional Bottleneck Features for On-Device Continuous Speech Recognition David B. Ramsay Kevin Kilgour Dominik Roblek Matthew Sharifi BDL 29 3 0 31 Oct 2018
Towards End-to-End Code-Switching Speech Recognition Ne Luo Dongwei Jiang Shuaijiang Zhao Caixia Gong Wei Zou Xiangang Li 60 47 0 31 Oct 2018
Attention-based sequence-to-sequence model for speech recognition: development of state-of-the-art system on LibriSpeech and its application to non-native English Yan Yin R. Prieto Bin Wang Jianwei Zhou Yiwei Gu Yang Liu Hui-Ching Lin 19 2 0 31 Oct 2018
Contextual Speech Recognition with Difficult Negative Training Examples Uri Alon Golan Pundak Tara N. Sainath 45 40 0 29 Oct 2018
The MeMAD Submission to the IWSLT 2018 Speech Translation Task U. Sulubacak Jörg Tiedemann Aku Rouhe Stig-Arne Gronroos M. Kurimo 21 3 0 24 Oct 2018
MeanSum: A Neural Model for Unsupervised Multi-document Abstractive Summarization Eric Chu Peter J. Liu 70 19 0 12 Oct 2018
Optimal Completion Distillation for Sequence Learning S. Sabour William Chan Mohammad Norouzi 80 45 0 02 Oct 2018
From Audio to Semantics: Approaches to end-to-end spoken language understanding Parisa Haghani A. Narayanan M. Bacchiani Galen Chuang Neeraj Gaur Pedro J. Moreno Rohit Prabhavalkar Zhongdi Qu Austin Waters 63 151 0 24 Sep 2018
Deep Audio-Visual Speech Recognition Triantafyllos Afouras Joon Son Chung A. Senior Oriol Vinyals Andrew Zisserman 105 711 0 06 Sep 2018
Attention-based Audio-Visual Fusion for Robust Automatic Speech Recognition George Sterpu Christian Saam N. Harte 101 65 0 05 Sep 2018
End-to-end Speech Recognition with Adaptive Computation Steps Mohan Li Min Liu Masanori Hattori 44 34 0 30 Aug 2018
A neural attention model for speech command recognition Douglas Coimbra de Andrade Sabato Leo M. Viana Christoph Bernkopf 52 145 0 27 Aug 2018
Learning to Write Notes in Electronic Health Records Peter J. Liu 57 20 0 08 Aug 2018
Deep context: end-to-end contextual speech recognition Golan Pundak Tara N. Sainath Rohit Prabhavalkar Anjuli Kannan Ding Zhao 84 189 0 07 Aug 2018
A Comparison of Techniques for Language Model Integration in Encoder-Decoder Speech Recognition Shubham Toshniwal Anjuli Kannan Chung-Cheng Chiu Yonghui Wu Tara N. Sainath Karen Livescu 84 157 0 27 Jul 2018
Acoustic-to-Word Recognition with Sequence-to-Sequence Models Shruti Palaskar Florian Metze 47 19 0 23 Jul 2018
Hierarchical Multi Task Learning With CTC Ramon Sanabria Florian Metze 95 51 0 18 Jul 2018
Hierarchical Multitask Learning for CTC-based Speech Recognition Kalpesh Krishna Shubham Toshniwal Karen Livescu 53 44 0 17 Jul 2018
Multi-Perspective Neural Architecture for Recommendation System Han Xiao Yidong Chen X. Shi HAI 29 10 0 12 Jul 2018
Extending Recurrent Neural Aligner for Streaming End-to-End Speech Recognition in Mandarin Linhao Dong Shiyu Zhou Wei Chen Bo Xu 59 22 0 17 Jun 2018
Quaternion Recurrent Neural Networks Titouan Parcollet Mirco Ravanelli Mohamed Morchid G. Linarès C. Trabelsi R. Mori Yoshua Bengio 62 132 0 12 Jun 2018
Multilingual End-to-End Speech Recognition with A Single Transformer on Low-Resource Languages Shiyu Zhou Shuang Xu Bo Xu 113 73 0 12 Jun 2018
A Simple Method for Commonsense Reasoning Trieu H. Trinh Quoc V. Le LRM ReLM 126 434 0 07 Jun 2018
Targeted Adversarial Examples for Black Box Audio Systems Rohan Taori Amog Kamsetty Brenton Chu N. Vemuri AAML 63 186 0 20 May 2018
Regularization Learning Networks: Deep Learning for Tabular Datasets Ira Shavitt E. Segal AI4CE 46 20 0 16 May 2018
A Comparison of Modeling Units in Sequence-to-Sequence Speech Recognition with the Transformer on Mandarin Chinese Shiyu Zhou Linhao Dong Shuang Xu Bo Xu 95 63 0 16 May 2018
Token-level and sequence-level loss smoothing for RNN language models Maha Elbayad Laurent Besacier Jakob Verbeek 67 19 0 14 May 2018
A comparable study of modeling units for end-to-end Mandarin speech recognition Wei Zou Dongwei Jiang Shuaijiang Zhao Xiangang Li 60 32 0 10 May 2018
Improved training of end-to-end attention models for speech recognition Albert Zeyer Kazuki Irie Ralf Schluter Hermann Ney VLM 75 270 0 08 May 2018
Noisin: Unbiased Regularization for Recurrent Neural Networks Adji Bousso Dieng Rajesh Ranganath Jaan Altosaar David M. Blei 66 22 0 03 May 2018
Syllable-Based Sequence-to-Sequence Speech Recognition with the Transformer in Mandarin Chinese Shiyu Zhou Linhao Dong Shuang Xu Bo Xu 99 118 0 28 Apr 2018
Recent Progresses in Deep Learning based Acoustic Models (Updated) Dong Yu Jinyu Li VLM 77 160 0 25 Apr 2018
Multi-Head Decoder for End-to-End Speech Recognition Tomoki Hayashi Shinji Watanabe Tomoki Toda K. Takeda 57 16 0 22 Apr 2018
A Compact Network Learning Model for Distribution Regression C. Kou H. Lee Teck Khim Ng 64 10 0 13 Apr 2018
Completely Unsupervised Phoneme Recognition by Adversarially Learning Mapping Relationships from Audio Embeddings Da-Rong Liu Kuan-Yu Chen Hung-yi Lee Lin-Shan Lee SSL 81 48 0 01 Apr 2018
Conditional End-to-End Audio Transforms Albert Haque Michelle Guo Prateek Verma 114 41 0 30 Mar 2018
ESPnet: End-to-End Speech Processing Toolkit Shinji Watanabe Takaaki Hori Shigeki Karita Tomoki Hayashi Jiro Nishitoba ... Jahn Heymann Sanjeev Khudanpur Nanxin Chen Adithya Renduchintala Tsubasa Ochiai VLM 128 1,515 0 30 Mar 2018
Multi-Modal Data Augmentation for End-to-End ASR Adithya Renduchintala Shuoyang Ding Sanjeev Khudanpur Shinji Watanabe 80 36 0 27 Mar 2018
Advancing Acoustic-to-Word CTC Model Jinyu Li Guoli Ye Amit Das Rui Zhao Jiawei Liu 82 98 0 15 Mar 2018
Advancing Connectionist Temporal Classification With Attention Modeling Amit Das Jinyu Li Rui Zhao Jiawei Liu 84 51 0 15 Mar 2018
Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement Jason D. Lee Elman Mansimov Kyunghyun Cho DiffM BDL 97 456 0 19 Feb 2018
Subword and Crossword Units for CTC Acoustic Models Thomas Zenkel Ramon Sanabria Florian Metze A. Waibel 59 33 0 19 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 Yue Liu Yonghui Wu Zhiwen Chen Chung-Cheng Chiu 71 54 0 05 Dec 2017
Minimum Word Error Rate Training for Attention-based Sequence-to-Sequence Models Rohit Prabhavalkar Tara N. Sainath Yonghui Wu Patrick Nguyen Zhiwen Chen Chung-Cheng Chiu Anjuli Kannan 80 162 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 Zhiwen Chen AI4TS 97 49 0 05 Dec 2017
Exploring Speech Enhancement with Generative Adversarial Networks for Robust Speech Recognition Chris Donahue Yue Liu Rohit Prabhavalkar 79 201 0 15 Nov 2017
Improved training for online end-to-end speech recognition systems Suyoun Kim M. Seltzer Jinyu Li Rui Zhao 73 44 0 06 Nov 2017