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Dr. Sophiya E

Assistant Professor, Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Chennai

Qualification: M.E, Ph.D
e_sophiya@ch.amrita.edu
Research Interest: Audio and Speech Signal Processing, Data Analytics, Deep Learning, Machine learning

Bio

Dr. E. Sophiya currently serves as the Assistant Professor, in the Department of Computer Science and Engineering, School of Computing, Amrita Vishwa Vidyapeetham, Chennai.

Professional Appointments

3 Yrs 10 Months years of teaching experience and in reputed Engineering Colleges/University

Publications

Journal Article

Year : 2022

Audio Event Detection using Deep learning mode

Cite this Research Publication : E. Sophiya, S. Jothilakshmi, “Audio Event Detection using Deep learning model”, International Journal of Computer Aided Engineering and Technology (IJCAET),Vol.16 No.3,pp: 328-343

Publisher : International Journal of Computer Aided Engineering and Technology (IJCAET)

Year : 2021

An Efficient C4.5 Algorithm based Heuristic to Endure Sustainability in Multi-Tier Agri Food Supply Chain

Cite this Research Publication : Dr. E. Sophiya , Dr. E. Gurumoorthi , J. Vijayabarathy , M. Jothimani, “An Efficient C4.5 Algorithm based Heuristic to Endure Sustainability in Multi-Tier Agri Food Supply Chain”, IT in Industry, Vol. 9, No.3, pp:614-617

Publisher : Information Technology in industry

Year : 2021

Drugs For Corona Virus Prediction With Artificial Intelligence And Machine Learning

Cite this Research Publication : Dr.G.Revathy, Dr. E. Sophiya, Dr.M.P.Thiruvenkatasuresh, Mrs C.P Thamil Selvi, Mrs S Irin Sherly, “Drugs For Corona Virus Prediction With Artificial Intelligence And Machine Learning”, Natural Volatiles & Essential Oils, Vol.8(5), pp:4583 – 4587

Publisher : Natural Volatiles & Essential Oil

Year : 2019

Audio Tagging System using Deep Learning Model

Cite this Research Publication : E. Sophiya, S. Jothilakshmi, “Audio Tagging System using Deep Learning Model”, International Journal of Innovative Technology and Exploring Engineering (IJITEE), Vol.8 Issue. 10

Publisher : International Journal of Innovative Technology and Exploring Engineering

Year : 2018

Deep Learning based Bird Audio Detection

Cite this Research Publication : E. Sophiya, S. Jothilakshmi, “Deep Learning based Bird Audio Detection”, International Journal of Scientific Research in Science and Technology (IJSRST), Vol.5, Issue. 3

Publisher : International Journal of Scientific Research in Science and Technology (IJSRST

Year : 2013

Fast Fractal Image Compression by Applying Statistical Self-Similarities Mechanism

Cite this Research Publication : D. Venkatasekhar, P. Aruna, and E. Sophiya, “Fast Fractal Image Compression by Applying Statistical Self-Similarities Mechanism”, International Journal of Computer Applications (IJCA), Vol.71 (2)

Conference Paper

Year : 2018

Large scale data based audio scene classification

Cite this Research Publication : E. Sophiya, S. Jothilakshmi ,“Large scale data based audio scene classification”, International Journal of Speech Technology (IJST) (Springer Nature)

Publisher : Springer Nature

Book Chapter

Year : 2018

Deep Learning Based Audio Scene Classification

Cite this Research Publication : E. Sophiya, S. Jothilakshmi, “Deep Learning Based Audio Scene Classification”, Communications in Computer and Information Science (CCIS) (Springer), Vol.84 pp. 111– 122

Patents

Year : 2022

Real Time Intelligent surveillance systems for aged people fall detection

Cite this Research Publication : E. Sophiya, "Real Time Intelligent surveillance systems for aged people fall detection”, Published on 06.05.2022

Year : 2021

A Novel Approach For Verification Of Web Services Using Leftright Parser Algorithm

Cite this Research Publication : E. Sophiya, "A Novel Approach For Verification Of Web Services Using Leftright Parser Algorithm”, Published on 26-02-2021

Education

  • 2020 : Ph.D, Computer Science and Engineering
    Annamalai University
  • 2013 : M.E, Computer Science and Engineering
    Annamalai University
  • 2011 : B.E, Computer Science and Engineering
    Ponnaiyah Ramajayam College of Engineering and Technology
Certification Courses Completed
Name of the Course Organization
Python for data science NPTEL
Innovation Ambassador training in online on ‘Foundation Level’ MoE’s Innovation cell & AICTE
Innovation Ambassador training in online on ‘Advanced Level’ MoE’s Innovation cell & AICTE
Experience
Organization Designation Years
Amrita Vishwa Vidyapeetham Assistant Professor From 12.09.2022 – Till Date
Sree Vidyanikethan Engineering College (Autonomous) Assistant Professor 2 Years 9 Months
Christ College of Engineering and Technology Assistant Professor 1 Year
Keynote Addresses/ Workshop Organized

Workshop/Seminar Organized

S.No Type of Programme organized (Workshop/ FDP/ Seminar ) Title of the Programme Duration Date
1 Workshop National Intellectual Property Awareness Mission (NIPAM) 1 Day 6.04.2022

Guest Lectures Delivered

S.No Topic(s) Institution Date(s)
1 Innovation into Start-Up in Association with Institution Innovation Council & CSSE Sree Vidyanikethan Engineering College 20.08.2022
2 Hands-on Training in R Programming Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology 30.08.2019-31.08.2019
3 Importing and Exporting Data in R Programming Annamalai University 06.10.2017
Courses Taught
  • Programming in C and Data Structures
  • Data Structures and Algorithms
  • Discrete Mathematical Structures
  • Computational Statistics
  • Cyber Laws and Security
  • Theory of Computation
  • Systems Engineering
  • E- Business
  • Systems Software
  • Database Management Systems
  • Software Quality Assurance Testing
  • Grid Computing
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