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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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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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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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Noisy Training Improves E2E ASR for the Edge



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


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Flexi-Transducer: Optimizing Latency, Accuracy and Compute forMulti-Domain On-Device Scenarios



Jay Mahadeokar , Yangyang Shi , Yuan Shangguan , Chunyang Wu , Alex Xiao , Hang Su , Duc Le , Ozlem Kalinli , Christian Fuegen , Michael L. Seltzer

* Submitted to Interspeech 2021 (under review) 

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Dissecting User-Perceived Latency of On-Device E2E Speech Recognition



Yuan Shangguan , Rohit Prabhavalkar , Hang Su , Jay Mahadeokar , Yangyang Shi , Jiatong Zhou , Chunyang Wu , Duc Le , Ozlem Kalinli , Christian Fuegen , Michael L. Seltzer

* Submitted to Interspeech 2021 

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Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion



Duc Le , Mahaveer Jain , Gil Keren , Suyoun Kim , Yangyang Shi , Jay Mahadeokar , Julian Chan , Yuan Shangguan , Christian Fuegen , Ozlem Kalinli , Yatharth Saraf , Michael L. Seltzer

* Submitted to INTERSPEECH 2021 

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Memory-efficient Speech Recognition on Smart Devices



Ganesh Venkatesh , Alagappan Valliappan , Jay Mahadeokar , Yuan Shangguan , Christian Fuegen , Michael L. Seltzer , Vikas Chandra

* ICASSP 2021 

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Alignment Restricted Streaming Recurrent Neural Network Transducer



Jay Mahadeokar , Yuan Shangguan , Duc Le , Gil Keren , Hang Su , Thong Le , Ching-Feng Yeh , Christian Fuegen , Michael L. Seltzer

* Accepted for presentation at IEEE Spoken Language Technology Workshop (SLT) 2021 

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Improved Neural Language Model Fusion for Streaming Recurrent Neural Network Transducer



Suyoun Kim , Yuan Shangguan , Jay Mahadeokar , Antoine Bruguier , Christian Fuegen , Michael L. Seltzer , Duc Le

* submitted to ICASSP 2021 

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