Mehul Kumar | DeepAI

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Featured Co-authors

Amit Kumar
34 publications
Larry Heck
23 publications
Chanwoo Kim
21 publications
Kwangyoun Kim
14 publications
Dhananjaya Gowda
14 publications
Abhinav Garg
8 publications
Sungsoo Kim
6 publications
Jiyeon Kim
6 publications
Kyungmin Lee
5 publications
Ankur Kumar
5 publications
Changwoo Han
4 publications

∙ 11/19/2021

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

In this paper, we propose a three-stage training methodology to improve ...

0 Jiyeon Kim, et al. ∙

∙ 11/19/2021

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

In this paper, we present a comparative study on the robustness of two d...

0 Jiyeon Kim, et al. ∙

∙ 12/28/2019

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

In this paper, we propose a refined multi-stage multi-task training stra...

0 Abhinav Garg, et al. ∙

∙ 12/22/2019

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

In this paper, we describe the Maximum Uniformity of Distribution (MUD) ...

0 Chanwoo Kim, et al. ∙

∙ 12/22/2019

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

In this paper, we present an end-to-end training framework for building ...

7 Chanwoo Kim, et al. ∙

∙ 04/24/2019

Reoptimization of Path Vertex Cover Problem

Most optimization problems are notoriously hard. Considerable efforts mu...

0 Mehul Kumar, et al. ∙

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