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Censer: Curriculum Semi-supervised Learning for Speech Recognition Based on Self-supervised Pre-training



Bowen Zhang , Songjun Cao , Xiaoming Zhang , Yike Zhang , Long Ma , Takahiro Shinozaki


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Toward Fast, Flexible, and Robust Low-Light Image Enhancement



Long Ma , Tengyu Ma , Risheng Liu , Xin Fan , Zhongxuan Luo

* CVPR 2022 (Oral). Project page: https://github.com/vis-opt-group/SCI 

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A practical framework for multi-domain speech recognition and an instance sampling method to neural language modeling



Yike Zhang , Xiaobing Feng , Yi Liu , Songjun Cao , Long Ma

* 7 pages, 1 figure 

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Improving CTC-based speech recognition via knowledge transferring from pre-trained language models



Keqi Deng , Songjun Cao , Yike Zhang , Long Ma , Gaofeng Cheng , Ji Xu , Pengyuan Zhang

* ICASSP 2022 

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Conversational Speech Recognition By Learning Conversation-level Characteristics



Kun Wei , Yike Zhang , Sining Sun , Lei Xie , Long Ma

* ICASSP 2022 

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Improving Hybrid CTC/Attention End-to-end Speech Recognition with Pretrained Acoustic and Language Model



Keqi Deng , Songjun Cao , Yike Zhang , Long Ma

* ASRU2021 

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Learning Deep Context-Sensitive Decomposition for Low-Light Image Enhancement



Long Ma , Risheng Liu , Jiaao Zhang , Xin Fan , Zhongxuan Luo

* Accepted by IEEE TNNLS. Code is available at https://github.com/KarelZhang/CSDNet-CSDGAN 

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Learning with Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision



Risheng Liu , Long Ma , Tengyu Ma , Xin Fan , Zhongxuan Luo

* Submitted to IEEE TPAMI. Code is available at https://github.com/vis-opt-group/RUAS 

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Improving Accent Identification and Accented Speech Recognition Under a Framework of Self-supervised Learning



Keqi Deng , Songjun Cao , Long Ma

* INTERSPEECH2021 

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