Profile
Name Dr. N. Rajeswari
Designation Associate Professor
Areas of Interest Data structures & algorithms, Machine Learning, Pattern Recognition, Artificial Neural Networks, Deep Learning
Room No. 5009
Intercom No. 301
Mobile 9444085192
Email Id (Official) raji@svce.ac.in
Email Id (Personal) rajeswari.natarajan@gmail.com
Qualification
  • Ph.D, Anna University, Tamilnadu, India
    Dissertation Topic: “Hybrid Model based Approaches for Dysarthric Speech Recognition”
  • Anna University, Tamilnadu, India,
    Master of Engineering (Computer Science)
  • Periyar University, Salem, Tamilnadu, India
    Master of Science (Computer Science)
  • University of Madras, Chennai, Tamilnadu, India
    Bachelor of Science (Computer Science)
Academic Experience
  • ASSOCIATE PROFESSOR -SVCE-from 02-01-2018 till date
  • ASSISTANT PROFESSOR – SVCE – since July 2010
  • SENIOR LECTURER – SVCE – since July 2008
  • LECTURER – SVCE – since September 2001
Courses Handled
    Theory Courses

  • Big Data Analytics
  • Machine Learning Techniques
  • OOPS and Data Structures
  • Principles of Compiler Design
  • Data structures and algorithms
  • Design and Analysis of algorithms
  • Operating Systems
  • Mathematical Foundations of Computer science
  • Computer Networks
    Laboratory Courses

  • OOPS and Data Structures Lab
  • Internet Programming Lab
  • Data Structure
  • Visual Programming
  • Algorithms Lab
Research & Consultancy
    Research Supervisor

  • Recognized as supervisor(Ref.No. 3540015) for guiding Ph.D. scholars of Anna University under the faculty of Information and Communication Engineering.  Currently guiding 3 scholars

International Journals

  • Khanaghavalle. G. R, N. Rajeswari, “Arbitrary Shape Hindi Text Detection For Scene Images”, International Research Journal of Engineering and Technology (IRJET)”, ISSN : 2395 – 0056, Vol. 7, Issue 5, pp. 7466 – 7471, May 2020
  • Logeswaran Sivakumar, Jayanth Adithya, N.Rajeswari,”A Study of Different Convolution Neural Network Architectures for Human Facial Emotion Detection”,International Research Journal of Engineering and Technology (IRJET), Volume 7, Issue 3, March 2020
  • Chandrakala, S., & Rajeswari, N. (2017). Representation learning based speech assistive system for persons with dysarthria. IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol. 25, No. 9, pp. 1510-1517.
  • N. Priyadharsini, N. Rajeswari, “Sign Language Recognition Using Convolutional Neural Networks”, Volume 5 Issue 6 , International Journal on Recent and Innovation Trends in Computing and Communication (IJRITCC), ISSN: 2321-8169, PP: 625 – 628, June 2017.
  • Priyadharsini N, Rajeswari N, “Perlustration of Deaf-And-Dumb Alphabet Detection and Interpretation”, International Journal of Engineering Development and Research (IJEDR), ISSN:2321-9939, Volume.5, Issue 2, pp.473-476, April 2017.
  • Athithyaa Selvam, Anandrajalu R, Bharat Chandra C, Rajeswari Natarajan, “Dynamic Time Warping Approach for User Authentication of Smartphones Using Single-handed Shakes”, Volume 5 Issue 4 , International Journal on Recent and Innovation Trends in Computing and Communication (IJRITCC), ISSN: 2321-8169, PP: 345-350, April 2017.
  • Rajeswari, N., & Chandrakala, S. (2016). Generative Model-Driven Feature Learning for dysarthric speech recognition. Biocybernetics and Biomedical Engineering, Elsevier publication Vol 36,Iss:4, p 553-561.
  • Amutha M, Rajeswari N (2016). Speech Emotion Recognition Using Global Alignment Kernel With Large Margin Nearest Neighbor Classifier,Int J Adv Engg Tech/Vol. VII/Issue II ,April-June , pp.628-632.
  • Rajeswari.N, S.Chandrakala, Audio-Based Event Detection in Videos – a Comprehensive Survey International Journal of Engineering and Technology, ISSN : 0975-4024 Vol 6 No 4, Aug-Sep 2014, Pages 1666-1672.
  • K.Rajalakshmi, B.Thilaka , N.Rajeswari ,An adaptive K-Means Clustering algorithm and its application to Face Recognition International Journal of Computer Science and Mathematics no 9(4) / 2010, Suceava.

International Conferences

  • International Conference on Emerging Trends in Engineering and Technology, G.H.Raisoni college of Engineering, Nagpur, 16-18 July 2008

National Conferences

  • Audio Based video classification using KNN with dynamic time warping, Abirami N,Rajeswari.N,National Conference, VIT May2015.
  • Modeling long durational speech data, N.Rajeswari, Chandrakala.S,TIFAC CORE Research Symposium, 16 Sep 2011.

Consultancy

    Undertook a consultancy work on “Software Project Work/Software development on Robotic Process Automation to
    1.Extract of Information from National Automated Clearing House (NACH) form relevant fields
    2.Extract the Information from Cheque Truncation System(CTS) via electronic images
    ” for Cameo Corporate Services
Conference / Workshop / FDP
    Workshop Attended

  • “Internet of Things/NoSQL Databases” on August 30, 2019.
  • “Transition from Machine Learning to Deep Learning Text, Image and Signal Processing” from November 12 to 17, 2018.
  • “Python Programming” from October 11th to 12th, 2018.
  • Two days National Workshop on “Deep Learning: Text Analysis and Image Processing” at SVCE during March 2018.
  • Google App Engine, SVCE on 28/07/2017.
  • “Advances in Image Processing and its applications” during 18th-19th March 2016.
  • Winter school of Speech and Audio Processing, IIIT Hyderabad, Jan 2014.
  • NPTEL awareness organized by IIT Madras, January 2010
  • Winter school of Speech and Audio Processing, IIT Bombay, 14-16 Jan 2010.
  • Object Oriented Analysis & Design using UML with essential of Rational Software Architect, SVCE with IBM, 20-23 Apr 09.
  • Servers and Storage, HCL Technologies, 5 January 2008.
  • Ajax and Web Services, SVCE, 3-19 Dec 2007.
    Workshop Organized

  • National Level Workshop on “Documenting Technical Reports using LaTeX”, organized by Dept of CSE, Sri Venkateswara College of Engineering, Sriperumbudur from June 01,2021 to June 05,2021.
  • “Brain Computing Interfacing” on September 17, 2019.
  • “Developing RYU SDN Applications”, on February 09, 2018.
  • Workshop on MS-OFFICE to School Students
    FDP/STTP Attended

  • Participated and completed successfully AICTE Training And Learning (ATAL) Academy Online Elementary FDP on “Deep Learning for Audio and Speech Processing” from 2021-7-26 to 2021-7-30 at KLE Technological University
  • Four day FDP on “Machine Learning for Signal Processing and VLSI” organized by Centre for Artificial Intelligence and Machine Learning, Department of Electronics and Communication Engineering, Anurag University, Hyderabad, during 05-06-2020 to 08-06-2020.
  • Two Week FDP Online Refresher course on “Recent Trends in Information, Computing, Communication and Teaching Methodology Competency” organized by the Departments of CSE, ECE
    and IT, Sairam Engineering College from 04-05-2020 to 17-05-2020
  • Short Term Training Program on “Statistical Models for Pattern Analysis” organized by Gov ernment Engineering College, Kozhikode from January 20, 2020- January 25, 2020.
  • Six days Faculty Development Programme titled “Machine Learning and Cyber Security” at SVCE from December 9-13, 2019.
  • “Two days Faculty Development Programme titled Curious Program” at Health Care Technology Innovation Centre, No. 1, 5th Floor, C Block, Phase II, IIT Madras Research Park on September 5th and 6th, 2019.”
    Accomplishments

  • Recognized as supervisor(Ref.No. 3540015) for guiding Ph.D. scholars of Anna University under the faculty of Information and Communication Engineering.
    Area of specialization: Pattern Recognition, Machine Learning, Deep Learning
  • Presented a lecture on “Kaldi-an ASR toolkit” in “Transition from Machine Learning to Deep Learning Text, Image and Signal Processing” from November 12 to 17, 2018 organized by the Department of CS, SVCE.
  • Cleared NPTEL course on “Programming in C++” with Elite score during October 2017.
  • Cleared NPTEL course on “Introduction to Machine Learning” with Elite score during October 2017.
  • Cleared NPTEL course on “Deep Learning” with Elite score during October 2018.
  • NPTEL course on “Deep Learning-Part 2” during April 2019.
  • Completed “PadhAI-Deep Learning” offered by One-Fourth Labs, Chennai.
  • Completed “Introduction to Japanese Language and Culture”, conducted by NPTEL during November 2019.
    Lectures Delivered

  • Handled a session in the training program on ”Pattern Analysis for Speech Signal Processing” from 15-03-2021 to 20-03-2021 held online at GEC Kozhikode organized by the Government Engineering College, Kozhikode
  • Delivered a guest lecture on “Signal Processing using MATLAB” for the Value Added Course “VD18702-Signal Processing using Simulation Tool” organized by the Department of Electronics and Communication Engineering, SVCE
  • “Dysarthric speech recognition” for a session at DTE Sponsored Short Term Training Program on “Statistical Models for Pattern Analysis” organized by Government Engineering College, Kozhikode from January 20, 2020- January 25, 2020.
  • “Support Vector Machines” in Six days Faculty Development Programme titled Machine Learning and Cyber Security” at SVCE from December 9-13, 2019.
  • “Applications of Supervised Learning, Associative Memory Networks” in FDP on Soft Computing Techniques and their Applications” at SVCE held from 10-14 June, 2019.
  • “Hidden Markov Model” in 4-days STTP on Data Science and Machine Learning using Python” at SVCE from 29/04/2019 to 03/05/2019.
  • “Kaldi ASR” in One Week STTP on “Transition from Machine Learning -> Deep Learning : Text, Image and Speech Processing (MLDLTISP’18)” at SVCE on 17/11/2018
    INDUSTRIAL VISIT

  • BSNL Chennai Telephones, Maraimalai Nagar, on January 23, 2020
    Conference Sessions Chaired

  • Acted as Reviewer for the International Conference on Wireless Communications, Signal Process ing and Networking (WiSPNET), held from March 25 to 27, 2021, under the theme “Futuristic Technologies for Societal Transformation” technically co-sponsored by IEEE MASM
  • Acted as a chairperson for International Virtual Conference on Research Innovation in Science,Engineering and Technology (IVCRISET 2021) organized by Kings Engineering College held on 01/03/2021 and 02/03/2021.
  • Reviewer for International Journal of Cloud Computing (IJCC), Inderscience publishers.
  • Reviewer for ICCCSP 2020: 4th International Conference on Computer, Communication and Signal Processing, SSN College of Engineering, Chennai, India
  • Chaired a session in “AICTE Sponsored International E-Conference (on-line mode) on SMART TECHNOLOGIES IN ELECTRIC VEHICLES AND POWERGRID” (STEP- 2021).
Laboratory Handled
Training Attended
Additional Responsibilities
    Current Responsibilities

  • Faculty Advisor (Batch 2018-2022- A1)
  • Editor for Governing Council Report, Newsletter, Graduation day Report
  • Research Coordinator
  • I year Admission Coordinator
  • Governing Council Report Incharge
    Previous Responsibilities

  • Class committee chairperson for 2015-19 batch
  • Web Coordinator
  • Faculty Advisor A1(Batch 2014-2018)
  • Research Objective Coordinator
  • Department Minutes Coordinator
  • Class Committee Chairperson – III year
  • Dept ISO Coordinator
  • Research Objective Coordinator
  • Association Incharge
Achievements
  • Recognized as supervisor(Ref.No. 3540015) for guiding Ph.D. scholars of Anna University under the faculty of Information and Communication Engineering. Area of specialization: Pattern Recognition, Machine Learning, Deep Learning
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