Publications

Towards a Resource-Efficient Semi-Asynchronous Federated Learning for Heterogeneous Devices

Zitha Sasindran, Harsha Yelchuri, TV Prabhakar

SeMaScore: a new evaluation metric for automatic speech recognition task

Zitha Sasindran, Harsha Yelchuri, TV Prabhakar

SmartSV: Real-Time Solenoid Valve Diagnosis at Embedded Edge-Level

Harsha Yelchuri, Shrutkirthi Godkhindi, BN Prajwal, Vishwanath Shastry, TV Prabhakar

GASP: Gap Analysis for Spark Plug

Harsha Yelchuri, Abhigna V Kumar, Siddharth Sahu, Savinay Kumar, Shrutkirthi Godkhindi, TV Prabhakar

H_eval: A new hybrid evaluation metric for automatic speech recognition tasks

Zitha Sasindran, Harsha Yelchuri, Supreeth Rao, TV Prabhakar

Ed-Fed: A generic federated learning framework with resource-aware client selection for edge devices

Zitha Sasindran, Harsha Yelchuri, TV Prabhakar

MobileASR: A resource-aware on-device learning framework for user voice personalization applications on mobile phones

Zitha Sasindran, Harsha Yelchuri, Pooja Rao, TV Prabhakar

PreMa: Predictive Maintenance of Solenoid Valve in Real-Time at Embedded Edge-Level

Prajwal BN, Harsha Yelchuri, Vishwanath Shastry, T. V. Prabhakar 

A review of TinyML

Harsha Yelchuri, Rashmi R