- Patter Recognition
- Machine Learning and Artificial Intelligence
- Speaker Recognition
- Image Processing
Experience top of the world living and learning at SRM University-AP
+91-863-2343000
080-6988-6999 (admissions)
Email: admissions@srmap.edu.in
SRM University-AP, Neerukonda,
Mangalagiri Mandal, Guntur District, Andhra Pradesh - 522240
- 2012-2014 – Project Linked Person – CVPR & ISRU (formerly BIRU) Division, Indian Statistical Institute, Kolkata
- March 2022 – July 2022 – Assistant Professor, Swami Vivekananda Institute of Science & Technology, Kolkata
- August 2022 – February 2025 – Assistant Professor, CSE(AI&ML), Techno Main Salt Lake, Kolkata
- Design and implementation of machine learning and pattern recognition algorithms (such as SVM and GMMs) to identify or verify a person based on their speech characteristics with an emphasis on enhancing robustness by extracting usable features (such as MFCC, iVector, and xVector).
- Manipulation and analysis of digital images using algorithms to extract information and classify objects. Application of ML models (such as CNN, RNN, R-CNN) for the task such as object detection, segmentation, and recognition.
- 2009 - Qualify Graduate Aptitude Test – MHRD, India.
- 2015-2020 – RGNF Fellowship for PhD – UGC, India
- Memberships in professional associations to be listed
- An empirical study on analysis window functions for text-independent speaker recognition – Barai, B., Chakraborty, T., Das, N., Basu S., Nasipuri M. – International Journal of Speech Technology, 26, 211–220 (2023).
- Closed-set speaker identification using VQ and GMM based models – Barai, B., Chakraborty, T., Das, N., Basu S., Nasipuri M. – International Journal of Speech Technology, 25, 173–196 (2022).
- An asr system using mfcc and vq/gmm with emphasis on environmental dependency – Barai, B., Das, D., Das, N., Basu, S., & Nasipuri, M. – 2017 IEEE Calcutta Conference (CALCON), 362-366 (2017).
- Closed-set Text Independent Automatic Speaker Recognition System Using VQ/GMM – Barai, B., Das, D., Das, N., Basu, S., & Nasipuri, M. – Intelligent Engineering Informatics, 695, 337-346 (2018).
- VQ/GMM-Based Speaker Identification with Emphasis on Language Dependency – Barai, B., Das, D., Das, N., Basu, S., Nasipuri, M. – 6th International Doctoral Symposium Advanced Computing and Systems for Security, 883, 125–141 (2019).
- Closed-Set Device-Independent Speaker Identification Using CNN – Chakraborty, T., Barai, B., Chatterjee, B., Das, N., Basu, S., Nasipuri, M. – International Conference on Intelligent Computing and Communication (ICICC). Advances in Intelligent Systems and Computing, 1034, 291–299, (2020).
- A Hybrid Deep Learning Framework for Text Independent Automatic Speaker Recognition System – Harh, A., Bandhu, S., Barai, B., Singh, P K. – 3rd International Conference on Advanced Computing and Applications (ICACA 2024).
- A Chain code-based Methodology for Loop Closure Detection in Digital Images – Das, R., Barai, B., Singh, P K. – 3rd International Conference on Advanced Computing and Applications (ICACA 2024).
- An Efficient Deep Convolutional Neural Network for Automated Bird Sound Classification – Harh, A., Bandhu,S, Barai, B., Das, N., Singh, P.K. – 2nd International Conference on Data Analytics and Insights (ICDAI-2024).
- 10. Automatic Heartbeat Classification for Arrhythmia using Deep Learning Based on Electrocardiogram Signals – Bera, S., Mondal, P., Dey, S., Bhattacharya, D., Barai, B., Singh, P. K. – 3rd International Conference on Data, Electronics and Computing (ICDEC-2024).
- E-mail id: bidhan.b@srmap.edu.in