activity
20182021
most citedMulti-modal Automated Speech Scoring using Attention Fusion

6 citations · 13 across the 3 of their papers we have counts for

collaborators

6 papers

cs.CL2021★ 3 cited

Automated Speech Scoring System Under The Lens: Evaluating and interpreting the linguistic cues for language proficiency

Pakhi Bamdev, Manraj Singh Grover, Yaman Kumar Singla +3

English proficiency assessments have become a necessary metric for filtering and selecting prospective candidates for both academia and industry. With the rise in demand for such a…

cs.SD2020★ 4 cited

audino: A Modern Annotation Tool for Audio and Speech

Manraj Singh Grover, Pakhi Bamdev, Ratin Kumar Brala +3

In this paper, we introduce a collaborative and modern annotation tool for audio and speech: audino. The tool allows annotators to define and describe temporal segmentation in audi…

cs.CL2020★ 6 cited

Multi-modal Automated Speech Scoring using Attention Fusion

Manraj Singh Grover, Yaman Kumar, Sumit Sarin +3

In this study, we propose a novel multi-modal end-to-end neural approach for automated assessment of non-native English speakers' spontaneous speech using attention fusion. The pip…

eess.SP2019

Universal EEG Encoder for Learning Diverse Intelligent Tasks

Baani Leen Kaur Jolly, Palash Aggrawal, Surabhi S Nath +3

Brain Computer Interfaces (BCI) have become very popular with Electroencephalography (EEG) being one of the most commonly used signal acquisition techniques. A major challenge in B…

cs.LG2019

Text2FaceGAN: Face Generation from Fine Grained Textual Descriptions

Osaid Rehman Nasir, Shailesh Kumar Jha, Manraj Singh Grover +3

Powerful generative adversarial networks (GAN) have been developed to automatically synthesize realistic images from text. However, most existing tasks are limited to generating si…

cs.LG2018

A Hitchhiker's Guide On Distributed Training of Deep Neural Networks

Karanbir Chahal, Manraj Singh Grover, Kuntal Dey

Deep learning has led to tremendous advancements in the field of Artificial Intelligence. One caveat however is the substantial amount of compute needed to train these deep learnin…