Search Results for author: Devansh Shah

Found 3 papers, 0 papers with code

A Framework for Unified Real-time Personalized and Non-Personalized Speech Enhancement

no code implementations23 Feb 2023 Zhepei Wang, Ritwik Giri, Devansh Shah, Jean-Marc Valin, Michael M. Goodwin, Paris Smaragdis

In this study, we present an approach to train a single speech enhancement network that can perform both personalized and non-personalized speech enhancement.

Multi-Task Learning Speech Enhancement

Attacking Compressed Vision Transformers

no code implementations28 Sep 2022 Swapnil Parekh, Devansh Shah, Pratyush Shukla

Vision Transformers are increasingly embedded in industrial systems due to their superior performance, but their memory and power requirements make deploying them to edge devices a challenging task.

Model Compression

Adversarial training in communication constrained federated learning

no code implementations1 Mar 2021 Devansh Shah, Parijat Dube, Supriyo Chakraborty, Ashish Verma

We observe a significant drop in both natural and adversarial accuracies when AT is used in the federated setting as opposed to centralized training.

Attribute Federated Learning

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