Title
Training for Speech Recognition on Coprocessors Sebastian Baunsgaard S. Wrede Pınar Tözün 20 6 0 22 Mar 2020
Deliberation Model Based Two-Pass End-to-End Speech Recognition Ke Hu Tara N. Sainath Ruoming Pang Rohit Prabhavalkar 24 85 0 17 Mar 2020
High-Accuracy and Low-Latency Speech Recognition with Two-Head Contextual Layer Trajectory LSTM Model Jinyu Li Rui Zhao Eric Sun J. H. M. Wong Amit Das Zhong Meng Jiawei Liu VLM 24 24 0 17 Mar 2020
A Density Ratio Approach to Language Model Fusion in End-To-End Automatic Speech Recognition Erik McDermott Hasim Sak Ehsan Variani 25 112 0 26 Feb 2020
Semi-Supervised Speech Recognition via Local Prior Matching Wei-Ning Hsu Ann Lee Gabriel Synnaeve Awni Y. Hannun SSL 27 31 0 24 Feb 2020
Imputer: Sequence Modelling via Imputation and Dynamic Programming William Chan Chitwan Saharia Geoffrey E. Hinton Mohammad Norouzi Navdeep Jaitly BDL AI4TS 21 114 0 20 Feb 2020
Disentangled Speech Embeddings using Cross-modal Self-supervision Arsha Nagrani Joon Son Chung Samuel Albanie Andrew Zisserman SSL 21 88 0 20 Feb 2020
Rnn-transducer with language bias for end-to-end Mandarin-English code-switching speech recognition Shuai Zhang Jiangyan Yi Zhengkun Tian J. Tao Ye Bai 25 25 0 19 Feb 2020
Low-Rank Bottleneck in Multi-head Attention Models Srinadh Bhojanapalli Chulhee Yun A. S. Rawat Sashank J. Reddi Sanjiv Kumar 24 94 0 17 Feb 2020
Speech Corpus of Ainu Folklore and End-to-end Speech Recognition for Ainu Language Kohei Matsuura Sei Ueno Masato Mimura S. Sakai Tatsuya Kawahara CVBM 18 13 0 16 Feb 2020
Small energy masking for improved neural network training for end-to-end speech recognition Chanwoo Kim Kwangyoun Kim S. Indurthi 24 8 0 15 Feb 2020
Attentional Speech Recognition Models Misbehave on Out-of-domain Utterances Phillip Keung Wei Niu Y. Lu Julian Salazar Vikas Bhardwaj 30 9 0 12 Feb 2020
Accelerating RNN Transducer Inference via One-Step Constrained Beam Search Juntae Kim Yoonhan Lee 20 22 0 10 Feb 2020
Generating diverse and natural text-to-speech samples using a quantized fine-grained VAE and auto-regressive prosody prior Guangzhi Sun Yu Zhang Ron J. Weiss Yuan Cao Heiga Zen Andrew Rosenberg Bhuvana Ramabhadran Yonghui Wu DiffM 36 92 0 06 Feb 2020
Audio-Visual Decision Fusion for WFST-based and seq2seq Models R. Aralikatti Sharad Roy Abhinav Thanda D. Margam Pujitha Appan Kandala Tanay Sharma S. Venkatesan 19 1 0 29 Jan 2020
Scaling Up Online Speech Recognition Using ConvNets Vineel Pratap Qiantong Xu Jacob Kahn Gilad Avidov Tatiana Likhomanenko Awni Y. Hannun Vitaliy Liptchinsky Gabriel Synnaeve R. Collobert 154 38 0 27 Jan 2020
Transformer-based Online CTC/attention End-to-End Speech Recognition Architecture Haoran Miao Gaofeng Cheng Changfeng Gao Pengyuan Zhang Yonghong Yan 8 102 0 15 Jan 2020
STAViS: Spatio-Temporal AudioVisual Saliency Network A. Tsiami Petros Koutras Petros Maragos 27 73 0 09 Jan 2020
Domain Adaptation via Teacher-Student Learning for End-to-End Speech Recognition Zhong Meng Jinyu Li Yashesh Gaur Jiawei Liu 17 50 0 06 Jan 2020
Character-Aware Attention-Based End-to-End Speech Recognition Zhong Meng Yashesh Gaur Jinyu Li Jiawei Liu 23 10 0 06 Jan 2020
Exploiting Event Cameras for Spatio-Temporal Prediction of Fast-Changing Trajectories Marco Monforte A. Arriandiaga Arren J. Glover Chiara Bartolozzi 26 10 0 05 Jan 2020
Attention based on-device streaming speech recognition with large speech corpus Kwangyoun Kim Kyungmin Lee Dhananjaya N. Gowda Junmo Park Sungsoo Kim ... Daehyun Kim Seokyeong Jung Jungin Lee Myoungji Han Chanwoo Kim 16 58 0 02 Jan 2020
Improved Multi-Stage Training of Online Attention-based Encoder-Decoder Models Abhinav Garg Dhananjaya N. Gowda Ankur Kumar Kwangyoun Kim Mehul Kumar Chanwoo Kim 3DV 14 15 0 28 Dec 2019
power-law nonlinearity with maximally uniform distribution criterion for improved neural network training in automatic speech recognition Chanwoo Kim Mehul Kumar Kwangyoun Kim Dhananjaya N. Gowda 14 9 0 22 Dec 2019
end-to-end training of a large vocabulary end-to-end speech recognition system Chanwoo Kim Sungsoo Kim Kwangyoun Kim Mehul Kumar Jiyeon Kim ... Eunhyang Kim Minkyoo Shin Shatrughan Singh Larry Heck Dhananjaya N. Gowda 11 27 0 22 Dec 2019
Application of Word2vec in Phoneme Recognition Xin Feng Lei Wang 12 3 0 17 Dec 2019
Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding Yuchen Liu Jiajun Zhang Hao Xiong Long Zhou Zhongjun He Hua Wu Haifeng Wang Chengqing Zong 34 70 0 16 Dec 2019
SpecAugment on Large Scale Datasets Daniel S. Park Yu Zhang Chung-Cheng Chiu Youzheng Chen Yue Liu William Chan Quoc V. Le Yonghui Wu 25 136 0 11 Dec 2019
Audio-attention discriminative language model for ASR rescoring Ankur Gandhe Ariya Rastrow 30 24 0 06 Dec 2019
Integrating Knowledge into End-to-End Speech Recognition from External Text-Only Data Ye Bai Jiangyan Yi J. Tao Zhengqi Wen Zhengkun Tian Shuai Zhang 14 2 0 04 Dec 2019
Multimodal Machine Translation through Visuals and Speech U. Sulubacak Ozan Caglayan Stig-Arne Gronroos Aku Rouhe Desmond Elliott Lucia Specia Jörg Tiedemann 56 73 0 28 Nov 2019
Minimum Bayes Risk Training of RNN-Transducer for End-to-End Speech Recognition Chao Weng Chengzhu Yu Jia Cui Chunlei Zhang Dong Yu 91 39 0 28 Nov 2019
Independent language modeling architecture for end-to-end ASR Van Tung Pham Haihua Xu Yerbolat Khassanov Zhiping Zeng Chng Eng Siong Chongjia Ni B. Ma Haizhou Li AuLLM 19 15 0 25 Nov 2019
Speech Sentiment Analysis via Pre-trained Features from End-to-end ASR Models Zhiyun Lu Liangliang Cao Yu Zhang Chung-Cheng Chiu James Fan 11 70 0 21 Nov 2019
Learning Hierarchical Discrete Linguistic Units from Visually-Grounded Speech David Harwath Wei-Ning Hsu James R. Glass 28 84 0 21 Nov 2019
Seq2Seq RNN based Gait Anomaly Detection from Smartphone Acquired Multimodal Motion Data Riccardo Bonetto Mattia Soldan Alberto Lanaro Simone Milani M. Rossi 4 11 0 19 Nov 2019
End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures Gabriel Synnaeve Qiantong Xu Jacob Kahn Tatiana Likhomanenko Edouard Grave Vineel Pratap Anuroop Sriram Vitaliy Liptchinsky R. Collobert SSL AI4TS 36 246 0 19 Nov 2019
Speaker Adaptation for Attention-Based End-to-End Speech Recognition Zhong Meng Yashesh Gaur Jinyu Li Jiawei Liu 26 38 0 09 Nov 2019
A comparison of end-to-end models for long-form speech recognition Chung-Cheng Chiu Wei Han Yu Zhang Ruoming Pang S. Kishchenko ... Anjuli Kannan Rohit Prabhavalkar Zhehuai Chen Tara N. Sainath Yonghui Wu AuLLM 36 82 0 06 Nov 2019
Predicting word error rate for reverberant speech H. Gamper Dimitra Emmanouilidou Sebastian Braun I. Tashev 13 9 0 01 Nov 2019
Memory Requirement Reduction of Deep Neural Networks Using Low-bit Quantization of Parameters Niccoló Nicodemo Gaurav Naithani Konstantinos Drossos Tuomas Virtanen R. Saletti MQ 11 1 0 01 Nov 2019
Improving Generalization of Transformer for Speech Recognition with Parallel Schedule Sampling and Relative Positional Embedding Pan Zhou Ruchao Fan Wei Chen Jia Jia 11 26 0 01 Nov 2019
A Dynamically Controlled Recurrent Neural Network for Modeling Dynamical Systems Yiwei Fu S. Saab A. Ray Michael Hauser AI4CE 27 8 0 31 Oct 2019
Image-Conditioned Graph Generation for Road Network Extraction Davide Belli Thomas Kipf GNN 24 40 0 31 Oct 2019
Improving sequence-to-sequence speech recognition training with on-the-fly data augmentation T. Nguyen S. Stueker Jan Niehues A. Waibel 24 98 0 29 Oct 2019
Sequence-to-sequence Automatic Speech Recognition with Word Embedding Regularization and Fused Decoding Alexander H. Liu Tzu-Wei Sung Shun-Po Chuang Hung-yi Lee Lin-Shan Lee 12 13 0 28 Oct 2019
DFSMN-SAN with Persistent Memory Model for Automatic Speech Recognition Zhao You Dan Su Jie Chen Chao Weng Dong Yu 28 13 0 28 Oct 2019
Mellotron: Multispeaker expressive voice synthesis by conditioning on rhythm, pitch and global style tokens Rafael Valle Jason Chun Lok Li R. Prenger Bryan Catanzaro 25 148 0 26 Oct 2019
Exploring Lexicon-Free Modeling Units for End-to-End Korean and Korean-English Code-Switching Speech Recognition Jisung Wang Jihwan Kim Sangki Kim Yeha Lee 14 5 0 25 Oct 2019
Towards Online End-to-end Transformer Automatic Speech Recognition E. Tsunoo Yosuke Kashiwagi Toshiyuki Kumakura Shinji Watanabe 22 32 0 25 Oct 2019