Publications

2024

1. PhD_Dissertation

   Automatic Speech Recognition Solutions For Resource Constrained Devices

   Zitha Sasindran

   2024
2. NCC

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

   Zitha Sasindran, Harsha Yelchuri, and TV Prabhakar

   In 2024 National Conference on Communications (NCC), 2024

   Bib

   @inproceedings{sasindran2024towards,
     title = {Towards a Resource-Efficient Semi-Asynchronous Federated Learning for Heterogeneous Devices},
     author = {Sasindran, Zitha and Yelchuri, Harsha and Prabhakar, TV},
     booktitle = {2024 National Conference on Communications (NCC)},
     pages = {1--6},
     year = {2024},
     organization = {IEEE}
   }

3. INTERSPEECH

   SeMaScore: a new evaluation metric for automatic speech recognition tasks

   Zitha Sasindran, Harsha Yelchuri, and TV Prabhakar

   Proc. Interspeech 2024, 4558-4562, 2024

   Bib

   @article{sasindran2024semascore,
     title = {SeMaScore: a new evaluation metric for automatic speech recognition tasks},
     author = {Sasindran, Zitha and Yelchuri, Harsha and Prabhakar, TV},
     journal = {Proc. Interspeech 2024, 4558-4562},
     doi = {10.21437/Interspeech.2024-2033},
     year = {2024}
   }

2023

1. IJCNN

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

   Zitha Sasindran, Harsha Yelchuri, and TV Prabhakar

   2023

   Bib

   @article{sasindran2023ed,
     title = {Ed-Fed: A generic federated learning framework with resource-aware client selection for edge devices},
     author = {Sasindran, Zitha and Yelchuri, Harsha and Prabhakar, TV},
     booktitle = {2023 International Joint Conference on Neural Networks (IJCNN)},
     pages = {1--8},
     year = {2023},
     organization = {IEEE}
   }

2. ASRU

   H EVAL: A New Hybrid Evaluation Metric for Automatic Speech Recognition Tasks

   Zitha Sasindran, Harsha Yelchuri, TV Prabhakar, and 1 more author

   In 2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 2023

   Bib

   @inproceedings{sasindran2023h,
     title = {H EVAL: A New Hybrid Evaluation Metric for Automatic Speech Recognition Tasks},
     author = {Sasindran, Zitha and Yelchuri, Harsha and Prabhakar, TV and Rao, Supreeth},
     booktitle = {2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)},
     pages = {1--7},
     year = {2023},
     organization = {IEEE}
   }

3. AI-ML Systems

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

   Zitha Sasindran, Harsha Yelchuri, Prabhakar Venkata Tamma, and 1 more author

   In Proceedings of the Third International Conference on AI-ML Systems, 2023

   Bib

   @inproceedings{sasindran2023mobileasr,
     title = {MobileASR: A resource-aware on-device learning framework for user voice personalization applications on mobile phones},
     author = {Sasindran, Zitha and Yelchuri, Harsha and Tamma, Prabhakar Venkata and Rao, Pooja},
     booktitle = {Proceedings of the Third International Conference on AI-ML Systems},
     pages = {1--11},
     year = {2023}
   }

2021

1. AI-ML Systems

   Word-level beam search decoding and correction algorithm (WLBS) for end-to-end ASR

   Zitha Sasindran, and Prabhakar Venkata Tamma

   In Proceedings of the First International Conference on AI-ML Systems, 2021

   Bib

   @inproceedings{sasindran2021word,
     title = {Word-level beam search decoding and correction algorithm (WLBS) for end-to-end ASR},
     author = {Sasindran, Zitha and Tamma, Prabhakar Venkata},
     booktitle = {Proceedings of the First International Conference on AI-ML Systems},
     pages = {1--7},
     year = {2021}
   }

2020

1. Asilomar

   Modeling Ornaments in Carnatic Music Signals via Wavelets

   Zitha Sasindran, and Shayan Srinivasa Garani

   In 2020 54th Asilomar Conference on Signals, Systems, and Computers, 2020

   Bib

   @inproceedings{sasindran2020modeling,
     title = {Modeling Ornaments in Carnatic Music Signals via Wavelets},
     author = {Sasindran, Zitha and Garani, Shayan Srinivasa},
     booktitle = {2020 54th Asilomar Conference on Signals, Systems, and Computers},
     pages = {1447--1450},
     year = {2020},
     organization = {IEEE}
   }

2016

1. ICVGIP

   Deep automatic license plate recognition system

   Vishal Jain, Zitha Sasindran, Anoop Rajagopal, and 3 more authors

   2016

   Bib

   @article{jain2016deep,
     title = {Deep automatic license plate recognition system},
     author = {Jain, Vishal and Sasindran, Zitha and Rajagopal, Anoop and Biswas, Soma and Bharadwaj, Harish S and Ramakrishnan, KR},
     booktitle = {Proceedings of the Tenth Indian Conference on Computer Vision, Graphics and Image Processing},
     pages = {1--8},
     year = {2016}
   }