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Neural-FST Class Language Model for End-to-End Speech Recognition



Antoine Bruguier , Duc Le , Rohit Prabhavalkar , Dangna Li , Zhe Liu , Bo Wang , Eun Chang , Fuchun Peng , Ozlem Kalinli , Michael L. Seltzer

* Accepted for publication at ICASSP 2022 

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Private Language Model Adaptation for Speech Recognition



Zhe Liu , Ke Li , Shreyan Bakshi , Fuchun Peng


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Model-Based Approach for Measuring the Fairness in ASR



Zhe Liu , Irina-Elena Veliche , Fuchun Peng


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On lattice-free boosted MMI training of HMM and CTC-based full-context ASR models



Xiaohui Zhang , Vimal Manohar , David Zhang , Frank Zhang , Yangyang Shi , Nayan Singhal , Julian Chan , Fuchun Peng , Yatharth Saraf , Mike Seltzer

* submitted to ASRU 2021 

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Federated Marginal Personalization for ASR Rescoring



Zhe Liu , Fuchun Peng


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Improving N-gram Language Models with Pre-trained Deep Transformer



Yiren Wang , Hongzhao Huang , Zhe Liu , Yutong Pang , Yongqiang Wang , ChengXiang Zhai , Fuchun Peng


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Mix-review: Alleviate Forgetting in the Pretrain-Finetune Framework for Neural Language Generation Models



Tianxing He , Jun Liu , Kyunghyun Cho , Myle Ott , Bing Liu , James Glass , Fuchun Peng


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Training ASR models by Generation of Contextual Information



Kritika Singh , Dmytro Okhonko , Jun Liu , Yongqiang Wang , Frank Zhang , Ross Girshick , Sergey Edunov , Fuchun Peng , Yatharth Saraf , Geoffrey Zweig , Abdelrahman Mohamed


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An Empirical Study of Efficient ASR Rescoring with Transformers



Hongzhao Huang , Fuchun Peng

* 5 pages, 5 tables 

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