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Two-Pass End-to-End ASR Model Compression


Jan 08, 2022
Nauman Dawalatabad, Tushar Vatsal, Ashutosh Gupta, Sungsoo Kim, Shatrughan Singh, Dhananjaya Gowda, Chanwoo Kim

* IEEE ASRU 2021 

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Formant Tracking Using Quasi-Closed Phase Forward-Backward Linear Prediction Analysis and Deep Neural Networks


Jan 05, 2022
Dhananjaya Gowda, Bajibabu Bollepalli, Sudarsana Reddy Kadiri, Paavo Alku

* Published in IEEE ACCESS. Vol. 9, 2021, pp. 151631-151640 

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Semi-supervised transfer learning for language expansion of end-to-end speech recognition models to low-resource languages


Nov 19, 2021
Jiyeon Kim, Mehul Kumar, Dhananjaya Gowda, Abhinav Garg, Chanwoo Kim

* Accepted as a conference paper at ASRU 2021 

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A comparison of streaming models and data augmentation methods for robust speech recognition


Nov 19, 2021
Jiyeon Kim, Mehul Kumar, Dhananjaya Gowda, Abhinav Garg, Chanwoo Kim

* Accepted as a conference paper at ASRU 2021 

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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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