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Federated Domain Adaptation for ASR with Full Self-Supervision



Junteng Jia , Jay Mahadeokar , Weiyi Zheng , Yuan Shangguan , Ozlem Kalinli , Frank Seide


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Deliberation Model for On-Device Spoken Language Understanding



Duc Le , Akshat Shrivastava , Paden Tomasello , Suyoun Kim , Aleksandr Livshits , Ozlem Kalinli , Michael L. Seltzer

* Submitted to INTERSPEECH 2022 

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Streaming parallel transducer beam search with fast-slow cascaded encoders



Jay Mahadeokar , Yangyang Shi , Ke Li , Duc Le , Jiedan Zhu , Vikas Chandra , Ozlem Kalinli , Michael L Seltzer

* 5 pages, 2 figures, Interspeech 2022 submission 

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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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Scaling ASR Improves Zero and Few Shot Learning



Alex Xiao , Weiyi Zheng , Gil Keren , Duc Le , Frank Zhang , Christian Fuegen , Ozlem Kalinli , Yatharth Saraf , Abdelrahman Mohamed


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Omni-sparsity DNN: Fast Sparsity Optimization for On-Device Streaming E2E ASR via Supernet



Haichuan Yang , Yuan Shangguan , Dilin Wang , Meng Li , Pierce Chuang , Xiaohui Zhang , Ganesh Venkatesh , Ozlem Kalinli , Vikas Chandra


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Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric



Suyoun Kim , Duc Le , Weiyi Zheng , Tarun Singh , Abhinav Arora , Xiaoyu Zhai , Christian Fuegen , Ozlem Kalinli , Michael L. Seltzer

* submitted 2022 ICASSP 

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Streaming Transformer Transducer Based Speech Recognition Using Non-Causal Convolution



Yangyang Shi , Chunyang Wu , Dilin Wang , Alex Xiao , Jay Mahadeokar , Xiaohui Zhang , Chunxi Liu , Ke Li , Yuan Shangguan , Varun Nagaraja , Ozlem Kalinli , Mike Seltzer

* 5 pages, 3 figures, submit to ICASSP 2022 

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