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An Investigation of Monotonic Transducers for Large-Scale Automatic Speech Recognition


Apr 19, 2022
Niko Moritz, Frank Seide, Duc Le, Jay Mahadeokar, Christian Fuegen

* Submitted to Interspeech 2022 

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Deliberation Model for On-Device Spoken Language Understanding


Apr 04, 2022
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


Mar 29, 2022
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


Jan 31, 2022
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


Nov 29, 2021
Alex Xiao, Weiyi Zheng, Gil Keren, Duc Le, Frank Zhang, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Abdelrahman Mohamed


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


Oct 11, 2021
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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Flexi-Transducer: Optimizing Latency, Accuracy and Compute forMulti-Domain On-Device Scenarios


Apr 06, 2021
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


Apr 06, 2021
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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