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Dr. Lekshmi C. R.

Assistant Professor, Centre for Computational Engineering and Networking, School of Artificial Intelligence, Coimbatore

Qualification: M.Tech, Ph.D
cr_lekshmi@cb.amrita.edu
Research Interest: Signal Processing using deep learning, Neural networks, Generative adversarial networks, Transformer architectures, Attention mechanism

Bio

Dr. Lekshmi C. R. is an Assistant Professor at the Centre for Computational Engineering and Networking, School of Artificial Intelligence, Amrita Vishwa Vidyapeetham, Coimbatore. She earned her Ph.D. from the College of Engineering Trivandrum, focusing on “Predominant Instrument Recognition and Separation in Polyphonic Music Using Deep Learning Frameworks.”

Her research interests include image and audio processing with deep learning, attention mechanisms, generative adversarial networks, and transformer architectures. Dr. Lekshmi holds a B.Tech in Electronics and Communication Engineering from CUSAT and a Master’s in Applied Electronics from Anna University, Chennai.

Publications
Qualifications
  • PhD : 2019-2023
    Specialization: Signal processing using deep learning
    Thesis Title: Predominant Instrument Recognition and Separation in Polyphonic Music Using Deep Learning Frameworks.
  • M.Tech : 2013
    Specialization: Applied Electronics
    Thesis Title: Color document image authentication with data repair capability.
Positions
  • Assistant Professor from 03/06/2024 to till date at Amrita Visa vidhyapeetham,Coimbatore campus
  • Worked as Assistant Professor in various engineering colleges.(Total experience: 6 years)
Awards/Honors/Recognition
  • 3rd rank in KTU Ph. D. entrance (Availed KTU CERD Fellowship-2019), 31 st rank in ME Applied electronics (2013)
Reviewers
  • IEEE Transactions on Audio
  • Speech, and Language Processing (TASLP).ISSN:1558-7916
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