Harsha Yelchuri
Education:
B.E. in Information Science and Engineering, R V College of Engineering.
Previous Experience:
- Research Intern at Samsung PRISM
- Software Engineer Intern at Boeing India Private Ltd.
Research Interest:
- Federated Learning
- Reinforcement Learning
- TinyML
Projects Undertaken:
- Predictive Maintenance of solenoid valve
- Development of a Hybrid Evaluation Metric for automatic speech recognition tasks
- Development of a generic Federated Learning framework
- Development of a resource-aware On-Device Personalization framework
Publications
S=In Submission, C=Conference, W=Workshop, P=Poster/Demo
- C.1 SeMaScore: a new evaluation metric for automatic speech recognition tasks
Zitha Sasindran, Harsha Yelchuri, T. V. Prabhakar
Conference of the International Speech Communication Association 2024 [Interspeech 2024]
https://arxiv.org/abs/2401.07506 - C.2 Towards a resource-efficient semi-asynchronous federated learning for heterogeneous devices
Zitha Sasindran, Harsha Yelchuri and T. V. Prabhakar
30th National Conference on Communications [NCC 2024]
https://ieeexplore.ieee.org/document/10485914 - C.3 Ed-Fed: A generic federated learning framework with resource-aware client selection for edge devices
Zitha Sasindran, Harsha Yelchuri, T. V. Prabhakar
International Joint Conference on Neural Networks [IJCNN 2023]
https://ieeexplore.ieee.org/document/10191316 - C.4 H eval: A new hybrid evaluation metric for automatic speech recognition tasks
Zitha Sasindran, Harsha Yelchuri, Supreeth Rao, T. V. Prabhakar
Automatic Speech Recognition and Understanding [ASRU 2023]
https://ieeexplore.ieee.org/document/10389717 - C.5 MobileASR: A resource-aware on-device personalization framework for automatic speech recognition in mobile phones
Zitha Sasindran, Harsha Yelchuri, Pooja Rao, T. V. Prabhakar
The Third International Conference on AI ML Systems [AI-ML Systems 2023]
https://dl.acm.org/doi/10.1145/3639856.3639876 - P.1 SmartSV: Real-Time Solenoid Valve Diagnosis at Embedded Edge-Level
Harsha Yelchuri, Shrutkirthi S. Godkhindi,, Prajwal BN, Vishwanath Shastry, T. V. Prabhakar
TinyML Asia Technical Forum 2023
16th International Conference on COMmunication Systems & NETworkS [COMSNETS 2024]
https://ieeexplore.ieee.org/document/10427034 - P.2 GASP: Gap Analysis for Spark Plug
Harsha Yelchuri, Abhigna V Kumar, Siddharth Sahu, Savinay Kumar, Shrutkirthi S. Godkhindi, T. V. Prabhakar
16th International Conference on COMmunication Systems & NETworkS [COMSNETS 2024]
https://ieeexplore.ieee.org/document/10426893 - S.1 A review of TinyML
Harsha Yelchuri, Rashmi R [2023]
https://arxiv.org/ftp/arxiv/papers/2211/2211.04448.pdf
