no code implementations • 26 Feb 2024 • Ankan Mullick, Ayan Kumar Bhowmick, Raghav R, Ravi Kokku, Prasenjit Dey, Pawan Goyal, Niloy Ganguly
Dialog summarization has become increasingly important in managing and comprehending large-scale conversations across various domains.
no code implementations • 26 Sep 2023 • Ayan Kumar Bhowmick, Ashish Jagmohan, Aditya Vempaty, Prasenjit Dey, Leigh Hall, Jeremy Hartman, Ravi Kokku, Hema Maheshwari
The use of question-based activities (QBAs) is wide-spread in education, traditionally forming an integral part of the learning and assessment process.
no code implementations • 10 Jul 2022 • Kunal Dahiya, Nilesh Gupta, Deepak Saini, Akshay Soni, Yajun Wang, Kushal Dave, Jian Jiao, Gururaj K, Prasenjit Dey, Amit Singh, Deepesh Hada, Vidit Jain, Bhawna Paliwal, Anshul Mittal, Sonu Mehta, Ramachandran Ramjee, Sumeet Agarwal, Purushottam Kar, Manik Varma
This paper identifies that memory overheads of popular negative mining techniques often force mini-batch sizes to remain small and slow training down.
no code implementations • WS 2019 • Ayush Shah, Tamer Abuelsaad, Jae-wook Ahn, Prasenjit Dey, Ravi Kokku, Ruhi Sharma Mittal, Aditya Vempaty, Mourvi Sharma
Also, manual video curation by educators is a highly labor-intensive process.
no code implementations • Interspeech 2018 2018 • Francis Tom, Mohit Jain, Prasenjit Dey
Our proposed approach uses a novel visual attention mechanism on time-frequency representations of utterances based on group delay features, via deep residual learning (an adaptation of ResNet-18 architecture).
no code implementations • 9 Jul 2018 • Ravi Kokku, Aditya Vempaty, Tamer Abuelsaad, Prasenjit Dey, Tammy Humphrey, Akimi Gibson, Jennifer Kotler
A pilot study with 180 kindergarten learners allowed the tutor to collect various kinds of activity information suitable for insights and interventions both at an individual- and class-level.
no code implementations • 1 Aug 2017 • Partha Pratim Roy, Ayan Kumar Bhunia, Ayan Das, Prasenjit Dey, Umapada Pal
To avoid character segmentation in such scripts, HMM-based sequence modeling has been used earlier in holistic way.
no code implementations • COLING 2016 • Tirthankar Dasgupta, Lipika Dey, Prasenjit Dey, Rupsa Saha
Any real world events or trends that can affect the company{'}s growth trajectory can be considered as risk.