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Multi-mode Transformer Transducer with Stochastic Future Context


Jun 17, 2021
Kwangyoun Kim, Felix Wu, Prashant Sridhar, Kyu J. Han, Shinji Watanabe

* Accepted to Interspeech 2021 

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Sequential Routing Framework: Fully Capsule Network-based Speech Recognition


Jul 23, 2020
Kyungmin Lee, Hyunwhan Joe, Hyeontaek Lim, Kwangyoun Kim, Sungsoo Kim, Chang Woo Han, Hong-Gee Kim

* 40 pages, 7 figures (totally 10 figures), submitted to Computer Speech and Language (Only line numbers were removed from the submitted version) 

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Small energy masking for improved neural network training for end-to-end speech recognition


Feb 15, 2020
Chanwoo Kim, Kwangyoun Kim, Sathish Reddy Indurthi

* Accepted at ICASSP 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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