68 citations · 70 across the 5 of their papers we have counts for
6 papers
Dynatask: A Framework for Creating Dynamic AI Benchmark Tasks
Tristan Thrush, Kushal Tirumala, Anmol Gupta +7
We introduce Dynatask: an open source system for setting up custom NLP tasks that aims to greatly lower the technical knowledge and effort required for hosting and evaluating state…
Improving Voice Trigger Detection with Metric Learning
Prateeth Nayak, Takuya Higuchi, Anmol Gupta +9
Voice trigger detection is an important task, which enables activating a voice assistant when a target user speaks a keyword phrase. A detector is typically trained on speech data…
Efficacy of Transformer Networks for Classification of Raw EEG Data
Gourav Siddhad, Anmol Gupta, Debi Prosad Dogra +1
With the unprecedented success of transformer networks in natural language processing (NLP), recently, they have been successfully adapted to areas like computer vision, generative…
Multi-task Learning with Cross Attention for Keyword Spotting
Takuya Higuchi, Anmol Gupta, Chandra Dhir
Keyword spotting (KWS) is an important technique for speech applications, which enables users to activate devices by speaking a keyword phrase. Although a phoneme classifier can be…
Influencing Opinion Dynamics in Networks with Limited Interaction
Anmol Gupta, Sharayu Moharir, Neeraja Sahasrabudhe
The focus of this work is on designing influencing strategies to shape the collective opinion of a network of individuals. We consider a variant of the voter model where opinions e…
Influencing Opinions of Heterogeneous Populations over Finite Time Horizons
Arunabh Saxena, Bhumesh Kumar, Anmol Gupta +2
In this work, we focus on strategies to influence the opinion dynamics of a well-connected society. We propose a generalization of the popular voter model. This variant of the vote…