Mehul Kumar

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 17

Top Topics

Native Language

Neural Network Training

Uniform Distribution

Speech Recognition

Top Venues

Publications

Mehul Kumar, Rhythumwinder Singh, Prerana Mukherjee
VTHSC-MIR: Vision Transformer Hashing with Supervised Contrastive learning based medical image retrieval. Pattern Recognit. Lett. 184 (2024)
Mehul Kumar, Jiyeon Kim, Dhananjaya Gowda, Abhinav Garg, Chanwoo Kim
Self-Supervised Accent Learning for Under-Resourced Accents Using Native Language Data. ICASSP (2023)
Dhananjaya Gowda, Abhinav Garg, Jiyeon Kim, Mehul Kumar, Sachin Singh, Ashutosh Gupta, Ankur Kumar, Nauman Dawalatabad, Aman Maghan, Shatrughan Singh, Chanwoo Kim
HiTNet: Byte-to-BPE Hierarchical Transcription Network for End-to-End Speech Recognition. ASRU (2021)
Jiyeon Kim, Mehul Kumar, Dhananjaya Gowda, Abhinav Garg, Chanwoo Kim
A comparison of streaming models and data augmentation methods for robust speech recognition. CoRR (2021)
Jiyeon Kim, Mehul Kumar, Dhananjaya Gowda, Abhinav Garg, Chanwoo Kim
A Comparison of Streaming Models and Data Augmentation Methods for Robust Speech Recognition. ASRU (2021)
Jiyeon Kim, Mehul Kumar, Dhananjaya Gowda, Abhinav Garg, Chanwoo Kim
Semi-Supervised Transfer Learning for Language Expansion of End-to-End Speech Recognition Models to Low-Resource Languages. ASRU (2021)
Jiyeon Kim, Mehul Kumar, Dhananjaya Gowda, Abhinav Garg, Chanwoo Kim
Semi-supervised transfer learning for language expansion of end-to-end speech recognition models to low-resource languages. CoRR (2021)
Dhananjaya Gowda, Ankur Kumar, Kwangyoun Kim, Hejung Yang, Abhinav Garg, Sachin Singh, Jiyeon Kim, Mehul Kumar, Sichen Jin, Shatrughan Singh, Chanwoo Kim
Utterance Invariant Training for Hybrid Two-Pass End-to-End Speech Recognition. INTERSPEECH (2020)
Abhinav Garg, Dhananjaya Gowda, Ankur Kumar, Kwangyoun Kim, Mehul Kumar, Chanwoo Kim
Improved Multi-Stage Training of Online Attention-based Encoder-Decoder Models. CoRR (2019)
Abhinav Garg, Dhananjaya Gowda, Ankur Kumar, Kwangyoun Kim, Mehul Kumar, Chanwoo Kim
Improved Multi-Stage Training of Online Attention-Based Encoder-Decoder Models. ASRU (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
end-to-end training of a large vocabulary end-to-end speech recognition system. CoRR (2019)
Mehul Kumar, Amit Kumar, C. Pandu Rangan
Reoptimization of Path Vertex Cover Problem. CoRR (2019)
Chanwoo Kim, Mehul Kumar, Kwangyoun Kim, Dhananjaya Gowda
power-law nonlinearity with maximally uniform distribution criterion for improved neural network training in automatic speech recognition. CoRR (2019)
Mehul Kumar, Amit Kumar, C. Pandu Rangan
Reoptimization of Path Vertex Cover Problem. COCOON (2019)
Dhananjaya Gowda, Abhinav Garg, Kwangyoun Kim, Mehul Kumar, Chanwoo Kim
Multi-Task Multi-Resolution Char-to-BPE Cross-Attention Decoder for End-to-End Speech Recognition. INTERSPEECH (2019)
Chanwoo Kim, Minkyoo Shin, Shatrughan Singh, Larry Heck, Dhananjaya Gowda, Sungsoo Kim, Kwangyoun Kim, Mehul Kumar, Jiyeon Kim, Kyungmin Lee, Changwoo Han, Abhinav Garg, Eunhyang Kim
End-to-End Training of a Large Vocabulary End-to-End Speech Recognition System. ASRU (2019)
Chanwoo Kim, Mehul Kumar, Kwangyoun Kim, Dhananjaya Gowda
Power-Law Nonlinearity with Maximally Uniform Distribution Criterion for Improved Neural Network Training in Automatic Speech Recognition. ASRU (2019)
Ragesh Jaiswal, Mehul Kumar, Pulkit Yadav
-sampling based PTAS for k-means and other clustering problems. Inf. Process. Lett. 115 (2) (2015)
Ragesh Jaiswal, Mehul Kumar, Pulkit Yadav
Improved analysis of D2-sampling based PTAS for k-means and other Clustering problems. CoRR (2014)