Title
Transfer Learning Approaches for Streaming End-to-End Speech Recognition System Vikas Joshi Rui Zhao Rupeshkumar Mehta Kshitiz Kumar Jinyu Li 30 22 0 12 Aug 2020
Audio- and Gaze-driven Facial Animation of Codec Avatars Alexander Richard Colin S. Lea Shugao Ma Juergen Gall Fernando de la Torre Yaser Sheikh CVBM 23 81 0 11 Aug 2020
LRSpeech: Extremely Low-Resource Speech Synthesis and Recognition Jin Xu Xu Tan Yi Ren Tao Qin Jian Li Sheng Zhao Tie-Yan Liu VLM 18 90 0 09 Aug 2020
Federated Transfer Learning with Dynamic Gradient Aggregation Dimitrios Dimitriadis K. Kumatani R. Gmyr Yashesh Gaur Sefik Emre Eskimez FedML 24 15 0 06 Aug 2020
Self-attention encoding and pooling for speaker recognition Pooyan Safari Miquel India Javier Hernando ViT 22 81 0 03 Aug 2020
Developing RNN-T Models Surpassing High-Performance Hybrid Models with Customization Capability Jinyu Li Rui Zhao Zhong Meng Yanqing Liu Wenning Wei ... V. Mazalov Zhenghao Wang Lei He Sheng Zhao Jiawei Liu 18 107 0 30 Jul 2020
Rethinking Recurrent Neural Networks and Other Improvements for Image Classification N. H. Phong B. Ribeiro VLM 32 8 0 30 Jul 2020
Privacy-preserving Voice Analysis via Disentangled Representations Ranya Aloufi Hamed Haddadi David E. Boyle DRL 31 58 0 29 Jul 2020
Semi-Supervised Learning with Data Augmentation for End-to-End ASR F. Weninger F. Mana R. Gemello Jesús Andrés-Ferrer P. Zhan 27 30 0 27 Jul 2020
Consistent Transcription and Translation of Speech Matthias Sperber Hendra Setiawan Christian Gollan Udhyakumar Nallasamy Matthias Paulik 31 18 0 24 Jul 2020
CoVoST 2 and Massively Multilingual Speech-to-Text Translation Changhan Wang Anne Wu J. Pino SLR 31 72 0 20 Jul 2020
The ASRU 2019 Mandarin-English Code-Switching Speech Recognition Challenge: Open Datasets, Tracks, Methods and Results Xian Shi Qiangze Feng Lei Xie 14 47 0 12 Jul 2020
Class LM and word mapping for contextual biasing in End-to-End ASR Rongqing Huang Ossama Abdel-Hamid Xinwei Li G. Evermann 31 47 0 10 Jul 2020
Gated Recurrent Context: Softmax-free Attention for Online Encoder-Decoder Speech Recognition Hyeonseung Lee Woohyun Kang Sung Jun Cheon Hyeongju Kim N. Kim 34 3 0 10 Jul 2020
Uncertainty Prediction for Deep Sequential Regression Using Meta Models Jirí Navrátil Matthew Arnold Benjamin Elder BDL UQCV 14 6 0 02 Jul 2020
GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding Dmitry Lepikhin HyoukJoong Lee Yuanzhong Xu Dehao Chen Orhan Firat Yanping Huang M. Krikun Noam M. Shazeer Zhehuai Chen MoE 43 1,118 0 30 Jun 2020
Streaming Transformer ASR with Blockwise Synchronous Beam Search E. Tsunoo Yosuke Kashiwagi Shinji Watanabe 22 11 0 25 Jun 2020
Boosting Active Learning for Speech Recognition with Noisy Pseudo-labeled Samples Jihwan Bang Heesu Kim Y. Yoo Jung-Woo Ha 11 2 0 19 Jun 2020
Multi-Encoder-Decoder Transformer for Code-Switching Speech Recognition Xinyuan Zhou Emre Yilmaz Yanhua Long Yijie Li Haizhou Li 11 51 0 18 Jun 2020
Self-and-Mixed Attention Decoder with Deep Acoustic Structure for Transformer-based LVCSR Xinyuan Zhou Grandee Lee Emre Yilmaz Yanhua Long Jiaen Liang Haizhou Li 27 7 0 18 Jun 2020
Measuring Model Complexity of Neural Networks with Curve Activation Functions X. Hu Weiqing Liu Jiang Bian J. Pei 30 20 0 16 Jun 2020
Improving Cross-Lingual Transfer Learning for End-to-End Speech Recognition with Speech Translation Changhan Wang J. Pino Jiatao Gu 31 30 0 09 Jun 2020
Learning to Count Words in Fluent Speech enables Online Speech Recognition George Sterpu Christian Saam N. Harte 16 4 0 08 Jun 2020
Fusion Recurrent Neural Network Yiwen Sun Yulu Wang Kun Fu Zheng Wang Changshui Zhang Jieping Ye 18 1 0 07 Jun 2020
On the Comparison of Popular End-to-End Models for Large Scale Speech Recognition Jinyu Li Yu-Huan Wu Yashesh Gaur Chengyi Wang Rui Zhao Shujie Liu 17 133 0 28 May 2020
CAT: A CTC-CRF based ASR Toolkit Bridging the Hybrid and the End-to-end Approaches towards Data Efficiency and Low Latency Keyu An Hongyu Xiang Zhijian Ou 14 18 0 27 May 2020
Insertion-Based Modeling for End-to-End Automatic Speech Recognition Yuya Fujita Shinji Watanabe Motoi Omachi Xuankai Chan 22 31 0 27 May 2020
End-to-End Far-Field Speech Recognition with Unified Dereverberation and Beamforming Wangyou Zhang Aswin Shanmugam Subramanian Xuankai Chang Shinji Watanabe Y. Qian 6 27 0 21 May 2020
Simplified Self-Attention for Transformer-based End-to-End Speech Recognition Haoneng Luo Shiliang Zhang Ming Lei Lei Xie 40 33 0 21 May 2020
Enhancing Monotonic Multihead Attention for Streaming ASR Hirofumi Inaguma Masato Mimura Tatsuya Kawahara 24 32 0 19 May 2020
Mask CTC: Non-Autoregressive End-to-End ASR with CTC and Mask Predict Yosuke Higuchi Shinji Watanabe Nanxin Chen Tetsuji Ogawa Tetsunori Kobayashi 19 137 0 18 May 2020
Conformer: Convolution-augmented Transformer for Speech Recognition Anmol Gulati James Qin Chung-Cheng Chiu Niki Parmar Yu Zhang ... Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu Ruoming Pang 134 3,044 0 16 May 2020
Streaming Transformer-based Acoustic Models Using Self-attention with Augmented Memory Chunyang Wu Yongqiang Wang Yangyang Shi Ching-Feng Yeh Frank Zhang RALM 31 60 0 16 May 2020
FaceFilter: Audio-visual speech separation using still images Soo-Whan Chung Soyeon Choe Joon Son Chung Hong-Goo Kang CVBM 21 66 0 14 May 2020
Discriminative Multi-modality Speech Recognition Bo Xu Cheng Lu Yandong Guo Jacob Wang 26 98 0 12 May 2020
CTC-synchronous Training for Monotonic Attention Model Hirofumi Inaguma Masato Mimura Tatsuya Kawahara 14 7 0 10 May 2020
RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions Chung-Cheng Chiu A. Narayanan Wei Han Rohit Prabhavalkar Yu Zhang ... Ruoming Pang Tara N. Sainath Patrick Nguyen Liangliang Cao Yonghui Wu 29 42 0 07 May 2020
End-to-end Whispered Speech Recognition with Frequency-weighted Approaches and Pseudo Whisper Pre-training Heng-Jui Chang Alexander H. Liu Hung-yi Lee Lin-Shan Lee 16 2 0 05 May 2020
Streaming Object Detection for 3-D Point Clouds Wei Han Zhengdong Zhang Benjamin Caine Brandon Yang Christoph Sprunk O. Alsharif Jiquan Ngiam Vijay Vasudevan Jonathon Shlens Zhehuai Chen 3DPC 27 26 0 04 May 2020
Exploring Pre-training with Alignments for RNN Transducer based End-to-End Speech Recognition Hu Hu Rui Zhao Jinyu Li Liang Lu Jiawei Liu 27 27 0 01 May 2020
Multi-head Monotonic Chunkwise Attention For Online Speech Recognition Baiji Liu Songjun Cao Sining Sun Weibin Zhang Long Ma 31 9 0 01 May 2020
Progressive Transformers for End-to-End Sign Language Production Ben Saunders Necati Cihan Camgöz Richard Bowden SLR 29 128 0 30 Apr 2020
Systematic Evaluation of Backdoor Data Poisoning Attacks on Image Classifiers Loc Truong Chace Jones Brian Hutchinson Andrew August Brenda Praggastis Robert J. Jasper Nicole Nichols Aaron Tuor AAML 11 49 0 24 Apr 2020
Curriculum Pre-training for End-to-End Speech Translation Chengyi Wang Yu Wu Shujie Liu Ming Zhou Zhenglu Yang 29 108 0 21 Apr 2020
Classifying CMB time-ordered data through deep neural networks F. Rojas L. Maurin R. Dünner K. Pichara 9 4 0 13 Apr 2020
Minimum Latency Training Strategies for Streaming Sequence-to-Sequence ASR Hirofumi Inaguma Yashesh Gaur Liang Lu Jinyu Li Jiawei Liu AI4TS 27 46 0 10 Apr 2020
Direct Speech-to-image Translation Jiguo Li Xinfeng Zhang Chuanmin Jia Jizheng Xu Li Zhang Y. Wang Siwei Ma Wen Gao 36 29 0 07 Apr 2020
A Streaming On-Device End-to-End Model Surpassing Server-Side Conventional Model Quality and Latency Tara N. Sainath Yanzhang He Yue Liu A. Narayanan Ruoming Pang ... Trevor Strohman Mirkó Visontai Yonghui Wu Yu Zhang Ding Zhao 25 215 0 28 Mar 2020
Caption Generation of Robot Behaviors based on Unsupervised Learning of Action Segments Koichiro Yoshino Kohei Wakimoto Yuta Nishimura Satoshi Nakamura 6 8 0 23 Mar 2020
High Performance Sequence-to-Sequence Model for Streaming Speech Recognition T. Nguyen Ngoc-Quan Pham S. Stueker A. Waibel 11 7 0 22 Mar 2020