Information
- Designation : Associate Professor
- Email : pinki@cse.nits.ac.in
- Phone : 9101671744
Key Notes
- Conference: International - 25
- Journals: 13
- Conferences: 28
- Book: 1
- Patents: 2
- PhD: Guided: 6
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PUBLICATIONS6
DOCTORAL STUDENTS2
PATENTS1
PROJECTIntroduction [Biosketch]
- Dr Pinki Roy received her B. Tech and M. Tech degree from Dr Babasaheb Ambedkar Technological University, Lonere, Maharastra. She received her PhD degree in the field of Language Identification from the National Institute of Technology, Silchar, Assam-788010, India. (Under NIT-Silchar and Indian Institute of Technology-Guwahati MOU scheme). The title of her PhD thesis is “Automatic Identification of Indian Languages Based on Various Statistical Approaches”, and she has worked under the able guidance of Dr Pradip Kumar Das, Professor, IIT-Guwahati, Assam. Dr Pinki Roy has been working in NIT-Silchar for the past 21 years, and her research interests include machine intelligence,language identification, Speech Processing, Health informatics. She has published more than 70 papers in SCI/SCIE/Scopus Journals, conferences and Book Chapters. She was the recipient of various National and International awards. She is always an active participant in various International conferences held in India and abroad. She had travelled to international destinations like Singapore, Sydney(Australia), London and Italy to attend the world top-level conferences where her research work was highly appreciated. Already 5 PhD scholars have attained PhD degrees under her guidance in the area of cloud computing ,speech processing and Health Informatics. At present,7 scholars and 1 JRF are working under her guidance. She has organized workshops on Machine and Deep learning where people from Academics and Industry were invited to bridge the gap between both organizations. She has chaired several sessions at many renowned International Conferences and delivered expert talks in various workshops and International conferences in India and abroad from time to time. She has served as a TPC(Technical Programme Committee) member and has reviewed many papers in International conferences and Journals.
Areas of Interest
- Speech Processing, Machine Intelligence, Cloud Computing, Audio visual processing, Health Informatics
| Institution | Year | Degree |
|---|---|---|
| Dr. Babasaheb Ambedkar Technological University, Lonere, Maharastra | 2002 | B.Tech |
| Dr. Babasaheb Ambedkar Technological University, Lonere, Maharastra | 2004 | M.Tech |
| National Institute of Technology, Silchar | 2014 | Ph.D. |
Teaching Experience
National Institute of Technology, Silchar
National Institute of Technology, Silchar
Sujit Kumar Das, Pinki Roy, “Oversample-Select-Tune: A Machine Learning Pipeline for Improving Diabetes Identification”, Concurrency and Computation Practice and Experience, Wiley Online Library, 2022, Impact Factor: 1.536
Arnab Kumar Mishra, Pinki Roy, Sivaji Bandyopadhyay and Sujit Kumar Das, “CR-SSL: A Closely Related Self Supervised Learning Based Approach for Improving Breast Ultrasound Tumor Segmentation”, International Journal of Imaging Systems and Technology, Wiley Online Library, 2022, Indexed in SCIE, Impact Factor: 2
Arnab Kumar Mishra, Pinki Roy, Sivaji Bandyopadhyay and Sujit Kumar Das, “Achieving Highly Efficient Breast Ultrasound Tumor Classification with Deep Convolutional Neural Networks”, International Journal of Information Technology(IJIT), 2022, Indexed in Scopus
Jiddu Krishnan O P, “WatershedSegmentationModelSE: A Hybrid Deep Learning and Morphological Approach for Lung Nodule Segmentation in CT Scans”, In Proceedings The 3rd International Conference on Microwave, Optical and Communication Engineering (ICMOCE-2025), May 23rd 2025 - July 25th 2025, 2025, IIT Bhubaneswar Odisha, India., IEEE Xplore, Indexed in Others
Ripon Patgiri, Anupam Biswas, Pinki Roy, “Health Informatics :A Computational Perspective in Health care”, 2021, Springer
Design and Development of Machine Learning based Techniques for Breast Cancer Diagnosis using ultrasound images
Arnab Kumar Mishra
Enrolled: 27 June 2018
Completed :
28 March 2023
Supervisor : Dr.Pinki Roy
Co Supervisor : Dr. Sivaji Bandyopadhyay
Academic Year : 2021-2022
Automatic Identification of Diabetes and Diabetic Foot Ulcers using Predictive Modelling
Sujit Kumar Das
Enrolled: 22 July 2018
Completed :
9 September 2022
Supervisor : Dr.Pinki Roy
Academic Year : 2021-2022
Development of Deep Learning Techniques for detection and Diagnosis of Lung cancer in CT Scan Images
Jiddu Krishnan O P
Enrolled: 22 August 2022
Ongoing
Supervisor : Dr.Pinki Roy
Academic Year : 2020-2021
Language Identification of Indian Languages using Deep Learning Techniques
Himanish Shekar Das
Enrolled: 22 July 2015
Completed :
24 December 2020
Supervisor : Dr.Pinki Roy
Co Supervisor : NA
Academic Year : 2020-2021
Audio-Visual Automatic Speech Recognition and its Application on Multimodal Authentication
Saswati Debnath
Enrolled: 28 June 2015
Completed :
27 October 2020
Supervisor : Dr. Pinki Roy
Academic Year : 2019-2020
Efficient and Secure Data Accessing in the Cloud Computing Environment
Suyel Namasudra
Enrolled: 21 June 2018
Completed :
19 November 2019
Supervisor : Dr. Pinki Roy
Academic Year : 2017-2018
TRANSLATION OF SPEECH FROM HINDI TO BENGALI LANGUAGE
“A SYSTEM FOR STUDYING AND PERFORMING THE PART-OF-SPEECH TAGGING FOR MIZO LANGUAGE”
India
Patent
Registration ID, 448464-001
TRANSLATION OF SPEECH FROM HINDI TO BENGALI LANGUAGE, (**GRANTED**)
A Multi-Task Learning based System for Breast Cancer Detection and Classification and a Method Thereof
“A SYSTEM FOR STUDYING AND PERFORMING THE PART-OF-SPEECH TAGGING FOR MIZO LANGUAGE”
South Africa
Patent
Registration ID, 2023/03302
A Multi-Task Learning based System for Breast Cancer Detection and Classification and a Method Thereof, (**GRANTED**)
Sl.No: 1
Title Of Research Project: " Ultrasound Image based Breast Cancer Prediction and Detection using Deep Learning Computational Techniques "
Sponsored By: SERB or ANRF
Overall Budget: Rs 2900000
Duration: Feb 18, 2023 - Feb 18, 2026 (3 years)
Status: Ongoing
Principal Investigator: Dr.Pinki Roy , Associate Professor, NIT-Silchar, Assam
Co Principal Investigator: Dr.Anupam Biswas,Assistant Professor,NIT-Silchar,Assam
Collaborated With: NA
| Sl.No | Award/Recognition/Achievement | Year | Approved agency |
|---|---|---|---|
| 1 | Best Researcher Award in Engineering, Science and Health | 2022 | INSO Award, Pondicherry, 2022 |
| 2 | International Best Researcher Award | 2022 | IIRA Award in Association with World Research Council, Tamil Nadu |
| 3 | Best Golden personalities Award | 2016 | Friendship Forum, New Delhi 2016. |
| 4 | Global Award for Education | 2016 | Friendship Forum, New Delhi |
| 5 | Bharat Excellence Award | 2016 | Friendship Forum, New Delhi |
| 6 | Rastriya Gaurav Award | 2015 | India International Friendship Society, New Delhi |
| 7 | Young Scientist Award,Awarded for major contribution in research during PhD | 2015 | Venus International foundation, Chennai |
| 8 | Distinguished Alumnus Award,Honored as one of the most distinguished lady alumnus | 2014 | Dr. Babasaheb Ambedkar technological university, Lonere, Maharashtra |
