Improved far-field speech recognition using Joint Variational Autoencoder

no code implementations • 24 Apr 2022 • Shashi Kumar, Shakti P. Rath, Abhishek Pandey

Automatic Speech Recognition (ASR) systems suffer considerably when source speech is corrupted with noise or room impulse responses (RIR).

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

SRIB Submission to Interspeech 2021 DiCOVA Challenge

no code implementations • 15 Jun 2021 • Vishwanath Pratap Singh, Shashi Kumar, Ravi Shekhar Jha, Abhishek Pandey

The COVID-19 pandemic has resulted in more than 125 million infections and more than 2. 7 million casualties.

Data Augmentation

Estimation of Soil Moisture Applying Modified Dubois Model to Sentinel-1; A Regional Study from Central India

no code implementations • 15 Jul 2020 • Abhilash Singh Kumar, Kumar Gaurav, Ganesh Gaurav Kumar, Ganesh Kumar Meena, Shashi Kumar

We found soil moisture measured from calibrated theta probe and oven dry method are in good agreement with Root Mean Square Error (RMSE) 0. 025 m 3 /m 3 and coefficient of determination (R 2 ) 0. 85.

Management

On Optimizing Human-Machine Task Assignments

no code implementations • 24 Sep 2015 • Andreas Veit, Michael Wilber, Rajan Vaish, Serge Belongie, James Davis, Vishal Anand, Anshu Aviral, Prithvijit Chakrabarty, Yash Chandak, Sidharth Chaturvedi, Chinmaya Devaraj, Ankit Dhall, Utkarsh Dwivedi, Sanket Gupte, Sharath N. Sridhar, Karthik Paga, Anuj Pahuja, Aditya Raisinghani, Ayush Sharma, Shweta Sharma, Darpana Sinha, Nisarg Thakkar, K. Bala Vignesh, Utkarsh Verma, Kanniganti Abhishek, Amod Agrawal, Arya Aishwarya, Aurgho Bhattacharjee, Sarveshwaran Dhanasekar, Venkata Karthik Gullapalli, Shuchita Gupta, Chandana G, Kinjal Jain, Simran Kapur, Meghana Kasula, Shashi Kumar, Parth Kundaliya, Utkarsh Mathur, Alankrit Mishra, Aayush Mudgal, Aditya Nadimpalli, Munakala Sree Nihit, Akanksha Periwal, Ayush Sagar, Ayush Shah, Vikas Sharma, Yashovardhan Sharma, Faizal Siddiqui, Virender Singh, Abhinav S., Anurag. D. Yadav

When crowdsourcing systems are used in combination with machine inference systems in the real world, they benefit the most when the machine system is deeply integrated with the crowd workers.