no code implementations • 14 Nov 2023 • Sai Muralidhar Jayanthi, Devang Kulshreshtha, Saket Dingliwal, Srikanth Ronanki, Sravan Bodapati
Personalization of automatic speech recognition (ASR) models is a widely studied topic because of its many practical applications.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
no code implementations • 4 Nov 2023 • Veera Raghavendra Elluru, Devang Kulshreshtha, Rohit Paturi, Sravan Bodapati, Srikanth Ronanki
Our multimodal training approach improves the accuracy of zero-shot intent classification on unseen intents of SLURP by 2. 75% and 18. 2% for the SLURP and internal goal-oriented dialog datasets, respectively, compared to audio-only training.
no code implementations • 3 Jul 2023 • Devang Kulshreshtha, Saket Dingliwal, Brady Houston, Sravan Bodapati
A recent approach explores Contextual Adapters, wherein an attention-based biasing model for CTC is used to improve the recognition of custom entities.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
no code implementations • 5 May 2023 • Nilaksh Das, Monica Sunkara, Sravan Bodapati, Jinglun Cai, Devang Kulshreshtha, Jeff Farris, Katrin Kirchhoff
Internal language model estimation (ILME) has been proposed to mitigate this bias for autoregressive models such as attention-based encoder-decoder and RNN-T.
no code implementations • 8 Jun 2022 • Devang Kulshreshtha, Muhammad Shayan, Robert Belfer, Siva Reddy, Iulian Vlad Serban, Ekaterina Kochmar
Our personalized feedback can pinpoint correct and incorrect or missing phrases in student answers as well as guide them towards correct answer by asking a question in natural language.
1 code implementation • EMNLP 2021 • Devang Kulshreshtha, Robert Belfer, Iulian Vlad Serban, Siva Reddy
We run UDA experiments on question generation and passage retrieval from the \textit{Natural Questions} domain to machine learning and biomedical domains.
1 code implementation • COLING 2018 • Devang Kulshreshtha, Pranav Goel, Anil Kumar Singh
Social media based micro-blogging sites like Twitter have become a common source of real-time information (impacting organizations and their strategies, and are used for expressing emotions and opinions.
no code implementations • SEMEVAL 2018 • Harsh Rangwani, Devang Kulshreshtha, Anil Kumar Singh
This paper describes our participation in SemEval 2018 Task 3 on Irony Detection in Tweets.
no code implementations • WS 2017 • Pranav Goel, Devang Kulshreshtha, Prayas Jain, Kaushal Kumar Shukla
Intensity is a real valued score, between 0 and 1.