Title
DoPa: A Comprehensive CNN Detection Methodology against Physical Adversarial Attacks Zirui Xu Fuxun Yu Xiang Chen AAML 19 0 0 21 May 2019
Almost Unsupervised Text to Speech and Automatic Speech Recognition Yi Ren Xu Tan Tao Qin Sheng Zhao Zhou Zhao Tie-Yan Liu 44 101 0 13 May 2019
RWTH ASR Systems for LibriSpeech: Hybrid vs Attention -- w/o Data Augmentation Christoph Luscher Eugen Beck Kazuki Irie M. Kitza Wilfried Michel Albert Zeyer Ralf Schluter Hermann Ney VLM 13 234 0 08 May 2019
Deep Learning for Audio Signal Processing Hendrik Purwins Bo Li Tuomas Virtanen Jan Schlüter Shuo-yiin Chang Tara N. Sainath VLM 34 587 0 30 Apr 2019
Incorporating Symbolic Sequential Modeling for Speech Enhancement Chien-Feng Liao Yu Tsao Xugang Lu Hisashi Kawai 27 18 0 30 Apr 2019
A Comparison of Online Automatic Speech Recognition Systems and the Nonverbal Responses to Unintelligible Speech Joshua Y. Kim Chunfeng Liu R. Calvo K. McCabe Silas C. R. Taylor Björn W. Schuller Kaihang Wu 26 38 0 29 Apr 2019
Towards Efficient Model Compression via Learned Global Ranking Ting-Wu Chin Ruizhou Ding Cha Zhang Diana Marculescu 16 170 0 28 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 14 20 0 19 Apr 2019
SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition Daniel S. Park William Chan Yu Zhang Chung-Cheng Chiu Barret Zoph E. D. Cubuk Quoc V. Le VLM 31 3,414 0 18 Apr 2019
End-to-End Speech Translation with Knowledge Distillation Yuchen Liu Hao Xiong Zhongjun He Jiajun Zhang Hua Wu Haifeng Wang Chengqing Zong 36 151 0 17 Apr 2019
Direct speech-to-speech translation with a sequence-to-sequence model Ye Jia Ron J. Weiss Fadi Biadsy Wolfgang Macherey Melvin Johnson Zhehuai Chen Yonghui Wu 23 223 0 12 Apr 2019
Who Needs Words? Lexicon-Free Speech Recognition Tatiana Likhomanenko Gabriel Synnaeve R. Collobert 16 27 0 09 Apr 2019
Parrotron: An End-to-End Speech-to-Speech Conversion Model and its Applications to Hearing-Impaired Speech and Speech Separation Fadi Biadsy Ron J. Weiss Pedro J. Moreno D. Kanvesky Ye Jia 27 113 0 08 Apr 2019
Completely Unsupervised Speech Recognition By A Generative Adversarial Network Harmonized With Iteratively Refined Hidden Markov Models Kuan-Yu Chen Che-Ping Tsai Da-Rong Liu Hung-yi Lee Lin-Shan Lee GAN 36 23 0 08 Apr 2019
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions Awni Y. Hannun Ann Lee Qiantong Xu R. Collobert 28 95 0 04 Apr 2019
Massively Multilingual Adversarial Speech Recognition Oliver Adams Sanjeev Khudanpur Shinji Watanabe David Yarowsky 9 76 0 03 Apr 2019
Acoustically Grounded Word Embeddings for Improved Acoustics-to-Word Speech Recognition Shane Settle Kartik Audhkhasi Karen Livescu M. Picheny 30 34 0 29 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
End-To-End Speech Recognition Using A High Rank LSTM-CTC Based Model Yangyang Shi M. Hwang X. Lei AI4TS 25 14 0 12 Mar 2019
Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling Jonathan Shen Patrick Nguyen Yonghui Wu Zhehuai Chen Mengzhao Chen ... William Chan Shubham Toshniwal Baohua Liao M. Nirschl Pat Rondon VLM 27 209 0 21 Feb 2019
A spelling correction model for end-to-end speech recognition Jinxi Guo Tara N. Sainath Ron J. Weiss AuLLM KELM 32 139 0 19 Feb 2019
Learned In Speech Recognition: Contextual Acoustic Word Embeddings Shruti Palaskar Vikas Raunak Florian Metze 22 17 0 18 Feb 2019
Grids versus Graphs: Partitioning Space for Improved Taxi Demand-Supply Forecasts Neema Davis G. Raina Krishna Jagannathan AI4TS 30 27 0 18 Feb 2019
KINN: Incorporating Expert Knowledge in Neural Networks M. A. Chattha Shoaib Ahmed Siddiqui M. I. Malik L. V. Elst Andreas Dengel Sheraz Ahmed 14 6 0 15 Feb 2019
End-to-end Anchored Speech Recognition Yiming Wang Xing Fan I-Fan Chen Yuzong Liu Tongfei Chen Björn Hoffmeister 21 20 0 06 Feb 2019
On the Choice of Modeling Unit for Sequence-to-Sequence Speech Recognition Kazuki Irie Rohit Prabhavalkar Anjuli Kannan A. Bruguier David Rybach Patrick Nguyen 26 37 0 05 Feb 2019
Unsupervised speech representation learning using WaveNet autoencoders J. Chorowski Ron J. Weiss Samy Bengio Aaron van den Oord SSL 25 318 0 25 Jan 2019
Self-Attention Networks for Connectionist Temporal Classification in Speech Recognition Julian Salazar Katrin Kirchhoff Zhiheng Huang AI4TS 25 117 0 22 Jan 2019
Speaker Adaptation for End-to-End CTC Models Ke Li Jinyu Li Yong Zhao Kshitiz Kumar Jiawei Liu 18 24 0 04 Jan 2019
Advancing Acoustic-to-Word CTC Model with Attention and Mixed-Units Amit Das Jinyu Li Guoli Ye Rui Zhao Jiawei Liu 19 26 0 31 Dec 2018
Pansori: ASR Corpus Generation from Open Online Video Contents Yoona Choi Bowon Lee 22 6 0 23 Dec 2018
Streaming Voice Query Recognition using Causal Convolutional Recurrent Neural Networks Raphael Tang Gefei Yang H. Wei Yajie Mao Ferhan Ture Jimmy J. Lin 30 3 0 19 Dec 2018
Pretraining by Backtranslation for End-to-end ASR in Low-Resource Settings Sanjeev Khudanpur Adithya Renduchintala Shinji Watanabe Shuoyang Ding Najim Dehak Sanjeev Khudanpur 21 32 0 10 Dec 2018
Deep-RBF Networks Revisited: Robust Classification with Rejection P. Zadeh Reshad Hosseini S. Sra AAML OOD 11 28 0 07 Dec 2018
Context-Aware Dialog Re-Ranking for Task-Oriented Dialog Systems Junki Ohmura M. Eskénazi 16 5 0 28 Nov 2018
Bytes are All You Need: End-to-End Multilingual Speech Recognition and Synthesis with Bytes Bo Li Yu Zhang Tara N. Sainath Yonghui Wu William Chan AuLLM 24 129 0 22 Nov 2018
GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism Yanping Huang Yonglong Cheng Ankur Bapna Orhan Firat Mia Xu Chen ... HyoukJoong Lee Jiquan Ngiam Quoc V. Le Yonghui Wu Zhifeng Chen GNN MoE 27 7 0 16 Nov 2018
Streaming End-to-end Speech Recognition For Mobile Devices Yanzhang He Tara N. Sainath Rohit Prabhavalkar Ian McGraw R. Álvarez ... K. Sim Tom Bagby Shuo-yiin Chang Kanishka Rao A. Gruenstein 54 624 0 15 Nov 2018
Modality Attention for End-to-End Audio-visual Speech Recognition Pan Zhou Wenwen Yang Wei Chen Yanfeng Wang Jia Jia 24 69 0 13 Nov 2018
An Online Attention-based Model for Speech Recognition Ruchao Fan Pan Zhou Wei Chen Jia Jia Gang Liu 21 48 0 13 Nov 2018
Multi-encoder multi-resolution framework for end-to-end speech recognition Ruizhi Li Xiaofei Wang Sri Harish Reddy Mallidi Takaaki Hori Shinji Watanabe H. Hermansky 22 13 0 12 Nov 2018
Vectorization of hypotheses and speech for faster beam search in encoder decoder-based speech recognition Hiroshi Seki Takaaki Hori Shinji Watanabe 27 2 0 12 Nov 2018
Improving End-to-end Speech Recognition with Pronunciation-assisted Sub-word Modeling Hainan Xu Shuoyang Ding Shinji Watanabe 45 37 0 10 Nov 2018
AttS2S-VC: Sequence-to-Sequence Voice Conversion with Attention and Context Preservation Mechanisms Kou Tanaka Hirokazu Kameoka Takuhiro Kaneko Nobukatsu Hojo 19 111 0 09 Nov 2018
Analysis of Multilingual Sequence-to-Sequence speech recognition systems Jiayang Liu M. Baskar Weiming Zhang Takaaki Hori Sanjeev Khudanpur Jan ''Honza'' Cernocký 33 18 0 07 Nov 2018
CNN-based MultiChannel End-to-End Speech Recognition for everyday home environments Hyungjun Lim Younggwan Kim Takaaki Hori Myunghun Jung Hoirin Kim 29 12 0 07 Nov 2018
Transfer learning of language-independent end-to-end ASR with language model fusion S. Hariri Jaejin Cho M. Baskar Tatsuya Kawahara R. Brunner 22 42 0 06 Nov 2018
Leveraging Weakly Supervised Data to Improve End-to-End Speech-to-Text Translation Ye Jia Melvin Johnson Wolfgang Macherey Ron J. Weiss Yuan Cao Chung-Cheng Chiu Naveen Ari Stella Laurenzo Yonghui Wu 31 159 0 05 Nov 2018
Adversarial Training of End-to-end Speech Recognition Using a Criticizing Language Model Alexander H. Liu Hung-yi Lee Lin-Shan Lee AuLLM 22 46 0 02 Nov 2018
Improving the Robustness of Speech Translation Xiang-Yang Li Haiyang Xue Wei Chen Yang Liu Yang Feng Qun Liu 19 17 0 02 Nov 2018