no code implementations • 21 Feb 2022 • Vinit Unni, Shreya Khare, Ashish Mittal, Preethi Jyothi, Sunita Sarawagi, Samarth Bharadwaj
RNN-Transducer (RNN-T) models have become synonymous with streaming end-to-end ASR systems.
1 code implementation • 29 Jun 2021 • Ashish Mittal, Samarth Bharadwaj, Shreya Khare, Saneem Chemmengath, Karthik Sankaranarayanan, Brian Kingsbury
Spoken intent detection has become a popular approach to interface with various smart devices with ease.
1 code implementation • 1 Apr 2021 • Anuj Diwan, Rakesh Vaideeswaran, Sanket Shah, Ankita Singh, Srinivasa Raghavan, Shreya Khare, Vinit Unni, Saurabh Vyas, Akash Rajpuria, Chiranjeevi Yarra, Ashish Mittal, Prasanta Kumar Ghosh, Preethi Jyothi, Kalika Bali, Vivek Seshadri, Sunayana Sitaram, Samarth Bharadwaj, Jai Nanavati, Raoul Nanavati, Karthik Sankaranarayanan, Tejaswi Seeram, Basil Abraham
For this purpose, we provide a total of ~600 hours of transcribed speech data, comprising train and test sets, in these languages including two code-switched language pairs, Hindi-English and Bengali-English.
no code implementations • EACL 2021 • Nikhil Saini, Drumil Trivedi, Shreya Khare, Tejas Dhamecha, Preethi Jyothi, Samarth Bharadwaj, Pushpak Bhattacharyya
Spoken language is different from the written language in its style and structure.
no code implementations • 8 Nov 2020 • Alex Mathai, Shreya Khare, Srikanth Tamilselvam, Senthil Mani
On an average, we achieve an attack success rate of 65. 67% for SST and 36. 45% for IMDB across the three models showing an improvement of 49. 48% and 101% respectively.
1 code implementation • 31 Jan 2020 • Utkarsh Desai, Srikanth Tamilselvam, Jassimran Kaur, Senthil Mani, Shreya Khare
This emphasizes the need for a model agnostic test dataset, which consists of various corruptions that are natural to appear in the wild.
no code implementations • 7 May 2019 • Srikanth Tamilselvam, Naveen Panwar, Shreya Khare, Rahul Aralikatte, Anush Sankaran, Senthil Mani
Deep learning is one of the fastest growing technologies in computer science with a plethora of applications.
no code implementations • 4 Nov 2018 • Shreya Khare, Rahul Aralikatte, Senthil Mani
Fooling deep neural networks with adversarial input have exposed a significant vulnerability in the current state-of-the-art systems in multiple domains.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
no code implementations • 9 Nov 2017 • Akshay Sethi, Anush Sankaran, Naveen Panwar, Shreya Khare, Senthil Mani
To address these challenges, we propose a novel extensible approach, DLPaper2Code, to extract and understand deep learning design flow diagrams and tables available in a research paper and convert them to an abstract computational graph.
no code implementations • 2 Nov 2017 • Senthil Mani, Neelamadhav Gantayat, Rahul Aralikatte, Monika Gupta, Sampath Dechu, Anush Sankaran, Shreya Khare, Barry Mitchell, Hemamalini Subramanian, Hema Venkatarangan
Question answering is one of the primary challenges of natural language understanding.
no code implementations • 16 Aug 2017 • Naveen Panwar, Shreya Khare, Neelamadhav Gantayat, Rahul Aralikatte, Senthil Mani, Anush Sankaran
Cross-modal data retrieval has been the basis of various creative tasks performed by Artificial Intelligence (AI).