Search Results for author: Aditya Vempaty

Found 6 papers, 0 papers with code

Human-Machine Inference Networks For Smart Decision Making: Opportunities and Challenges

no code implementations29 Jan 2018 Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney

The emerging paradigm of Human-Machine Inference Networks (HuMaINs) combines complementary cognitive strengths of humans and machines in an intelligent manner to tackle various inference tasks and achieves higher performance than either humans or machines by themselves.

BIG-bench Machine Learning Decision Making

Multi-object Classification via Crowdsourcing with a Reject Option

no code implementations1 Feb 2016 Qunwei Li, Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney

We present an aggregation approach using a weighted majority voting rule, where each worker's response is assigned an optimized weight to maximize the crowd's classification performance.

Classification General Classification +1

Design and Evaluation of a Tutor Platform for Personalized Vocabulary Learning

no code implementations9 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.

Voice Privacy with Smart Digital Assistants in Educational Settings

no code implementations24 Mar 2021 Mohammad Niknazar, Aditya Vempaty, Ravi Kokku

We evaluate the ASR performance of the conversion in terms of word error rate and show the promise of this framework in preserving the content of the input speech.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

Automating question generation from educational text

no code implementations26 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.

Multiple-choice Question Generation +1

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