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LAE: Language-Aware Encoder for Monolingual and Multilingual ASR



Jinchuan Tian , Jianwei Yu , Chunlei Zhang , Chao Weng , Yuexian Zou , Dong Yu


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Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction



Zifeng Zhao , Rongzhi Gu , Dongchao Yang , Jinchuan Tian , Yuexian Zou

* 5 pages, 4 tables, 4 figures. Submitted to INTERSPEECH 2022 

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Integrate Lattice-Free MMI into End-to-End Speech Recognition



Jinchuan Tian , Jianwei Yu , Chao Weng , Yuexian Zou , Dong Yu


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Improving Mandarin End-to-End Speech Recognition with Word N-gram Language Model



Jinchuan Tian , Jianwei Yu , Chao Weng , Yuexian Zou , Dong Yu

* 5pages, 1 figure 

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Consistent Training and Decoding For End-to-end Speech Recognition Using Lattice-free MMI



Jinchuan Tian , Jianwei Yu , Chao Weng , Shi-Xiong Zhang , Dan Su , Dong Yu , Yuexian Zou


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Layer Reduction: Accelerating Conformer-Based Self-Supervised Model via Layer Consistency



Jinchuan Tian , Rongzhi Gu , Helin Wang , Yuexian Zou

* 5 pages, 3 figures, submit to Interspeech2021 

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A Random Gossip BMUF Process for Neural Language Modeling



Yiheng Huang , Jinchuan Tian , Lei Han , Guangsen Wang , Xingcheng Song , Dan Su , Dong Yu

* 5 pages, 4 figures 

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