Mehul Kumar

21 papers A 2C 7Misc 2Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2024 — conf
CMAEH: Contrastive Masked Autoencoder Based Hashing for Efficient Image Retrieval.
ICPR (20)
Mehul Kumar, Aditya Sharma, Prerana Mukherjee, Koteswar Rao Jerripothula
2024 C conf
Combatting Disinformation and Deepfake: Interdisciplinary Insights and Global Strategies.
TENCON
Anubhav Hooda, Mehul Kumar
2024 J jnl
VTHSC-MIR: Vision Transformer Hashing with Supervised Contrastive learning based medical image retrieval.
Pattern Recognit. Lett.
Mehul Kumar, Rhythumwinder Singh, Prerana Mukherjee
2023 Misc conf
Self-Supervised Accent Learning for Under-Resourced Accents Using Native Language Data.
ICASSP
Mehul Kumar, Jiyeon Kim, Dhananjaya Gowda, Abhinav Garg, Chanwoo Kim
2021 C conf
A Comparison of Streaming Models and Data Augmentation Methods for Robust Speech Recognition.
ASRU
Jiyeon Kim, Mehul Kumar, Dhananjaya Gowda, Abhinav Garg, Chanwoo Kim
2021 J jnl
A comparison of streaming models and data augmentation methods for robust speech recognition.
CoRR
Jiyeon Kim, Mehul Kumar, Dhananjaya Gowda, Abhinav Garg, Chanwoo Kim
2021 C conf
HiTNet: Byte-to-BPE Hierarchical Transcription Network for End-to-End Speech Recognition.
ASRU
Dhananjaya Gowda, Abhinav Garg, Jiyeon Kim, Mehul Kumar, Sachin Singh, Ashutosh Gupta, Ankur Kumar, Nauman Dawalatabad, Aman Maghan, Shatrughan Singh, Chanwoo Kim
2021 C conf
Semi-Supervised Transfer Learning for Language Expansion of End-to-End Speech Recognition Models to Low-Resource Languages.
ASRU
Jiyeon Kim, Mehul Kumar, Dhananjaya Gowda, Abhinav Garg, Chanwoo Kim
2021 J jnl
Semi-supervised transfer learning for language expansion of end-to-end speech recognition models to low-resource languages.
CoRR
Jiyeon Kim, Mehul Kumar, Dhananjaya Gowda, Abhinav Garg, Chanwoo Kim
2020 A conf
Utterance Invariant Training for Hybrid Two-Pass End-to-End Speech Recognition.
INTERSPEECH
Dhananjaya Gowda, Ankur Kumar, Kwangyoun Kim, Hejung Yang, Abhinav Garg, Sachin Singh, Jiyeon Kim, Mehul Kumar, Sichen Jin, Shatrughan Singh, Chanwoo Kim
2019 C conf
End-to-End Training of a Large Vocabulary End-to-End Speech Recognition System.
ASRU
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
2019 C conf
Improved Multi-Stage Training of Online Attention-Based Encoder-Decoder Models.
ASRU
Abhinav Garg, Dhananjaya Gowda, Ankur Kumar, Kwangyoun Kim, Mehul Kumar, Chanwoo Kim
2019 J jnl
Improved Multi-Stage Training of Online Attention-based Encoder-Decoder Models.
CoRR
Abhinav Garg, Dhananjaya Gowda, Ankur Kumar, Kwangyoun Kim, Mehul Kumar, Chanwoo Kim
2019 A conf
Multi-Task Multi-Resolution Char-to-BPE Cross-Attention Decoder for End-to-End Speech Recognition.
INTERSPEECH
Dhananjaya Gowda, Abhinav Garg, Kwangyoun Kim, Mehul Kumar, Chanwoo Kim
2019 C conf
Power-Law Nonlinearity with Maximally Uniform Distribution Criterion for Improved Neural Network Training in Automatic Speech Recognition.
ASRU
Chanwoo Kim, Mehul Kumar, Kwangyoun Kim, Dhananjaya Gowda
2019 Misc conf
Reoptimization of Path Vertex Cover Problem.
COCOON
Mehul Kumar, Amit Kumar, C. Pandu Rangan
2019 J jnl
Reoptimization of Path Vertex Cover Problem.
CoRR
Mehul Kumar, Amit Kumar, C. Pandu Rangan
2019 J jnl
end-to-end training of a large vocabulary end-to-end speech recognition system.
CoRR
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
2019 J jnl
power-law nonlinearity with maximally uniform distribution criterion for improved neural network training in automatic speech recognition.
CoRR
Chanwoo Kim, Mehul Kumar, Kwangyoun Kim, Dhananjaya Gowda
2015 J jnl
Improved analysis of D
Inf. Process. Lett.
Ragesh Jaiswal, Mehul Kumar, Pulkit Yadav
2014 J jnl
Improved analysis of D2-sampling based PTAS for k-means and other Clustering problems.
CoRR
Ragesh Jaiswal, Mehul Kumar, Pulkit Yadav