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Streaming end-to-end speech recognition with jointly trained neural feature enhancement


May 04, 2021
Chanwoo Kim, Abhinav Garg, Dhananjaya Gowda, Seongkyu Mun, Changwoo Han

* Accepted to ICASSP 2021 

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A review of on-device fully neural end-to-end automatic speech recognition algorithms


Dec 19, 2020
Chanwoo Kim, Dhananjaya Gowda, Dongsoo Lee, Jiyeon Kim, Ankur Kumar, Sungsoo Kim, Abhinav Garg, Changwoo Han

* Accepted as an invited paper to the Asilomar Conference on Signals, Systems, and Computers 2020 

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Attention based on-device streaming speech recognition with large speech corpus


Jan 02, 2020
Kwangyoun Kim, Kyungmin Lee, Dhananjaya Gowda, Junmo Park, Sungsoo Kim, Sichen Jin, Young-Yoon Lee, Jinsu Yeo, Daehyun Kim, Seokyeong Jung, Jungin Lee, Myoungji Han, Chanwoo Kim

* Accepted and presented at the ASRU 2019 conference 

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Improved Multi-Stage Training of Online Attention-based Encoder-Decoder Models


Dec 28, 2019
Abhinav Garg, Dhananjaya Gowda, Ankur Kumar, Kwangyoun Kim, Mehul Kumar, Chanwoo Kim

* Accepted and presented at the ASRU 2019 conference 

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power-law nonlinearity with maximally uniform distribution criterion for improved neural network training in automatic speech recognition


Dec 22, 2019
Chanwoo Kim, Mehul Kumar, Kwangyoun Kim, Dhananjaya Gowda

* Accepted and presented at the ASRU 2019 conference 

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end-to-end training of a large vocabulary end-to-end speech recognition system


Dec 22, 2019
Chanwoo Kim, Sungsoo Kim, Kwangyoun Kim, Mehul Kumar, Jiyeon Kim, Kyungmin Lee, Changwoo Han, Abhinav Garg, Eunhyang Kim, Minkyoo Shin, Shatrughan Singh, Larry Heck, Dhananjaya Gowda

* Accepted and presented at the ASRU 2019 conference 

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