Mehul Kumar

According to our database, Mehul Kumar authored at least 14 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

VTHSC-MIR: Vision Transformer Hashing with Supervised Contrastive learning based medical image retrieval.

Mehul Kumar, Rhythumwinder Singh, Prerana Mukherjee

Pattern Recognit. Lett., 2024

CMAEH: Contrastive Masked Autoencoder Based Hashing for Efficient Image Retrieval.

Mehul Kumar, Aditya Sharma, Prerana Mukherjee, Koteswar Rao Jerripothula

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023

Self-Supervised Accent Learning for Under-Resourced Accents Using Native Language Data.

Mehul Kumar, Jiyeon Kim, Dhananjaya Gowda, Abhinav Garg, Chanwoo Kim

Proceedings of the IEEE International Conference on Acoustics, 2023

2021

A Comparison of Streaming Models and Data Augmentation Methods for Robust Speech Recognition.

Jiyeon Kim, Mehul Kumar, Dhananjaya Gowda, Abhinav Garg, Chanwoo Kim

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

Semi-Supervised Transfer Learning for Language Expansion of End-to-End Speech Recognition Models to Low-Resource Languages.

Jiyeon Kim, Mehul Kumar, Dhananjaya Gowda, Abhinav Garg, Chanwoo Kim

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

HiTNet: Byte-to-BPE Hierarchical Transcription Network for End-to-End Speech Recognition.

Dhananjaya Gowda, Abhinav Garg, Jiyeon Kim, Mehul Kumar, Sachin Singh, Ashutosh Gupta, Ankur Kumar, Nauman Dawalatabad, Aman Maghan, Shatrughan Singh, Chanwoo Kim

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020

Utterance Invariant Training for Hybrid Two-Pass End-to-End Speech Recognition.

Dhananjaya Gowda, Ankur Kumar, Kwangyoun Kim, Hejung Yang, Abhinav Garg, Sachin Singh, Jiyeon Kim, Mehul Kumar, Sichen Jin, Shatrughan Singh, Chanwoo Kim

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

2019

Multi-Task Multi-Resolution Char-to-BPE Cross-Attention Decoder for End-to-End Speech Recognition.

Dhananjaya Gowda, Abhinav Garg, Kwangyoun Kim, Mehul Kumar, Chanwoo Kim

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Reoptimization of Path Vertex Cover Problem.

Mehul Kumar, Amit Kumar, C. Pandu Rangan

Proceedings of the Computing and Combinatorics - 25th International Conference, 2019

End-to-End Training of a Large Vocabulary End-to-End Speech Recognition System.

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

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Power-Law Nonlinearity with Maximally Uniform Distribution Criterion for Improved Neural Network Training in Automatic Speech Recognition.

Chanwoo Kim, Mehul Kumar, Kwangyoun Kim, Dhananjaya Gowda

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Improved Multi-Stage Training of Online Attention-Based Encoder-Decoder Models.

Abhinav Garg, Dhananjaya Gowda, Ankur Kumar, Kwangyoun Kim, Mehul Kumar, Chanwoo Kim

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2015

Improved analysis of D²-sampling based PTAS for k-means and other clustering problems.

Ragesh Jaiswal, Mehul Kumar, Pulkit Yadav

Inf. Process. Lett., 2015

2014

Improved analysis of D2-sampling based PTAS for k-means and other Clustering problems.

Ragesh Jaiswal, Mehul Kumar, Pulkit Yadav

CoRR, 2014