Jaypee Institute of Information Technology, Noida
  • JIIT
  • JIIT
  • JIIT
  • JIIT
Assistant Professor (Senior Grade)
jasmin@jiit.ac.in, jasmin@mail.jiit.ac.in

Biography

Dr. Jasmin holds a Ph.D. from the prestigious Indian Institute of Engineering Science and Technology (IIEST), Shibpur, where she pursued her research under the Department of Computer Science and Technology. She completed her M.Tech in Computer Science and Engineering from the University of Calcutta.

With a dynamic academic and research background, Dr. Jasmin’s areas of expertise span across Computer Vision, Audio and Video Processing, Medical Imaging, Machine and Deep Learning, Data Mining, Natural Language Processing (NLP), Blockchain Technologies, and Data Science.

She has a prolific research record, having authored several papers in high-impact SCI-indexed journals, IEEE Transactions, and leading international conferences in the field of computational analysis. Her contributions reflect both theoretical depth and real-world applicability.

Dr. Jasmin is actively engaged in academic leadership and research outreach. She has successfully organized SERB-funded workshops, International and National conclave in IPR and patent grant. She played a key role in hosting international conferences such as CIPR. In addition to her scholarly publications, she has filed and been granted multiple patents, demonstrating her commitment to innovation and technology transfer.

She is also a recognized editor and contributing author of scholarly books that explore cutting-edge developments in Artificial Intelligence and Machine Learning, further enriching the academic discourse in these domains.

Educational Qualifications

Ph.D, M.Tech, B.Tech

Work Experience

Teaching Experience: 

  • Presently working as an Assistant Professor (Senior Grade) in the Dept. of CSE & IT at Jaypee Institute of Information Technology (JIIT), Sector 62, Noida, U.P. from July 2023 to till date.
  • Worked as an Assistant Professor in the School of Computer Science Engineering and Technology at Bennett University, Greater Noida from 2022-2023
  • Worked as Assistant Professor in the Department of Computer Science Engineering at St. Thomas’ College of Engineering and Technology, Kolkata, from 2016-2022. 

Interest Area 

Speech and Video processing, Computer Vision, Deep Learning, Data Mining, NLP, Data Science, Blockchain

Publications

  • ALMahadin, Ghayth, et al. "VANET network traffic anomaly detection using GRU-based deep learning model." IEEE Transactions on Consumer Electronics 70.1 (2023): 4548-4555.
  • Yasmin, Ghazaala, et al. "Key moment extraction for designing an agglomerative clustering algorithm-based video summarization framework." Neural computing and applications 35.7 (2023): 4881-4902.
  • Gowda, Dankan, et al. "A novel method of data compression using ROI for biomedical 2D images." Measurement: Sensors 24 (2022): 100439.
  • Yasmin, Ghazaala, et al. "Graph based feature selection investigating boundary region of rough set for language identification." Expert Systems with Applications 158 (2020): 113575.
  • Yasmin, Ghazaala, et al. "A rough set theory and deep learning-based predictive system for gender recognition using audio speech." Soft Computing 28. Suppl 2 (2024): 453-453.
  • Yasmin, Ghazaala, Aditya Chaterjee, and Asit Kumar Das. "An Approach for Video Summarization Using Graph-Based Clustering Algorithm." Computational Intelligence in Pattern Recognition. Springer, Singapore, 2020. 991-998.
  • Yasmin, Ghazaala, et al. "Speaker identification from mixture of speech and non- speech audio signal." Soft Computing in Data Analytics. Springer, Singapore, 2019. 473-482.
  • Sengupta, Saptarshi, Ghazaala Yasmin, and Arijit Ghosal. "Speaker recognition using occurrence pattern of speech signal." Recent Trends in Signal and Image Processing. Springer, Singapore, 2019. 207-216.
  • Yasmin, Ghazaala, and Asit K. Das. "Speech and Non-speech Audio Files Discrimination Extracting Textural and Acoustic Features." Recent Trends in Signal and Image Processing. Springer, Singapore, 2019. 197-206.
  • Yasmin, Ghazaala, Ishani DasGupta, and Asit K. Das. "Language discrimination from speech signal using perceptual and physical features." Computational Intelligence in Data Mining. Springer, Singapore, 2019. 357-367.
  • Yasmin, Ghazaala, et al. "Gender Recognition Inclusive with Transgender from Speech Classification." Emerging Technologies in Data Mining and Information Security. Springer, Singapore, 2019. 89-98. (Best paper Award).
  • Yasmin, Ghazaala, Suchibrota Dutta, and Arijit Ghosal. "Discrimination of male and female voice using occurrence pattern of spectral flux." 2017 International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT). IEEE, 2017.
  • Yasmin, Ghazaala, Asit K. Das, and Arijit Ghosal. "A hierarchical stratagem for rice leaf disease distinction." 2017 International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT). IEEE, 2017.
  • Gupta, Aousnik, Affifur Rahman, and Ghazaala Yasmin. "Audio Fingerprinting Using High-Level Feature Extraction." Computational Intelligence in Pattern Recognition. Springer, Singapore, 2022. 281-291. (Best Paper Award)
  • Yasmin, Ghazaala, Shuvodeep Debnath, and Asit K. Das. "Automatic Speech Summarization Without Linguistic Knowledge Based on Frame Selection Through Acoustic Features." Computational Intelligence in Pattern Recognition. Springer, Singapore, 2022. 463-470.Declaration.

Conferences/ Workshops Attended

  • Organizing chair for the conference on Computation Intelligence in Pattern Recognition, CIPR
  • Organized international conclave and workshop in IPR and patent grant.
  • Organized Workshop on High end computation organized by JIIT

Other Academic Activities

  • Awarded the NLP Certified Innovative Educator title in 2022 in recognition of excellence in educational innovation.
  • Received a Certificate of Excellence for the successful completion of a six-month Java Programming Course offered by Coursera.
  • Certified as a Trainer in Speech Processing by Centre for Development of Advanced Computing (CDAC), Kolkata.
  • Currently serving as a Data Scientistat WeGrow Pvt. Ltd., contributing to data-driven solutions and strategic development.
  • Honored as Guest of Honor at international conferences and workshops focused on Intellectual Property Rights (IPR)andPatent Grants for innovative ideas.
  • Appointed as Editor of the publication Agricultural Insights from Space: Integrating Climate Data for Agricultural Resilience Using Geospatial Approaches.
  • Authored the academic book titled A Classical Approach for Artificial Intelligence, which explores foundational AI concepts and methodologies.

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