Faculty Details
Dr. Om Prakash Singh
HOD & Professor Department of Artificial Intelligence (AI) & Data Science (DS)
- Indian Institute of Technology Guwahati, Ph.D. (Doctor of Philosophy) in Electronics and Electrical Engineering, 2019
- Indian Institute of Technology Bombay, M.Tech (Master of Technology) in Communication and Signal Processing, Department of Electrical Engineering, 2007
- Swami Ramanand Teerth Marathwada University, Nanded, Maharashtra, B.E (Bachelor of Engineering) in Electronics Engineering, 2001
- Sikkim Manipal Institute of Technology, Professor (Feb 2025 - Present)
- Sikkim Manipal Institute of Technology, Associate Professor (Feb 2008 - Jan 2025)
- Sikkim Manipal Institute of Technology, Assistant Professor (July 2002 - Jan 2008)
- Area of Interest:
- Speech and Signal Processing
- Image Processing and Computer Vision
- Pattern Recognition
- Machine Learning and Deep Learning
- Remote Sensing and GIS
- Communication Engineering
- Sparse Representation
- Area of Expertise:
- Speech and Signal Processing
- Image Processing and Computer Vision
- Pattern Recognition
- Machine Learning and Deep Learning
- Sparse Representation
- Area of Research:
- Speech and Signal Processing
- Sparse Representation
- Image Processing and Computer Vision
- Pattern Recognition
- Machine Learning and Deep Learning
- Fault Diagnosis of Gearboxes
- Professional Affiliations & Contributions:
- IEEE Senior Member
- System Society of India
- Indian Society for Technical Education
- International Speech Communication Association (ISCA) Ex-Member (No.160074)
- HOD, Dept. of AI&DS
- Head, Centre for Faculty & Staff Development
- Coordinator, Institute Prospectus Committee
- SMIT Nodal Officer, Vidyanjali - Higher Education Programme
- Institute Member -Quality Assurance Cell
- Chairman of Department Academic Cell (DAC)
- Member of Board of Studies (BoS), AI & DS, SMIT
- External Member of Board of Studies (BoS), Dept. of ECE, SMIT
- External Member of DRC, Dept. of ECE
- External Member of DRC, Dept. of IT
- Faculty In-charge, Supercomputing Facility
- Member of Moderation Committee, Evaluator, practical examiner and paper-setter of a number of B.Tech., M.Tech. & Ph.D. Examinations conducted by SMU, Sikkim
- Chairman & Member of various other committees constituted by the Institute/University
Dr. Om Prakash Singh is Associate Professor & HOD in the Department of Artificial Intelligence and Data Science at Sikkim Manipal Institute of Technology (SMIT), Sikkim.
His current academic role constitutes the following:
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Sparse Coding of i-Vector / JFA latent vector over ensemble dictionaries for language identification systems
February 20, 2018 | Dr. Om Prakash Singh, Om Prakash Singh, Rohit Sinha
International Journal of Speech Technology
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Sparse coding of bottleneck features based i-vector representation for language recognition
February 20, 2019 | Dr. Om Prakash Singh, Om Prakash Singh, Rohit Sinha
Lecture Notes in Electrical Engineering, Springer International
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Sparse Representation classification based language recognition using elastic net
Dr. Om Prakash Singh, Om Prakash Singh, Rohit Sinha
IEEE Conference on SPIN-2017
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Language Recognition via Sparse Coding over Learned Dictionary
Dr. Om Prakash Singh, Om Prakash Singh, Rohit Sinha
IEEE conference on SPIN, 2017
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Low complexity language recognition exploiting ensemble of random subspace
Dr. Om Prakash Singh, Om Prakash Singh, Rohit Sinha
IEEE Conference on SPCOM, 2016
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Design development & implementation of efficient VLSI architecture for image processing using DWT technique
January 01, 2007 | Dr. Amrita Biswas, S Choudhury
Lect. Notes Electrical Eng., Vol. 662, Advances in Communication, Devices and Networking, 978-981-15-4931-1, 490141_1_En, (Chapter 46), Springer Publication, 2020
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Simple FOPI Tuning Method for Real-Order Time Delay Systems
Dr. Om Prakash Singh, U. Mehta, V. Lechappe
Lecture Notes in Electrical Engineering, vol 442. Springer, Singapore
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Deep Neural Network Based Classification of ASD and Neurotypical Subjects Using Functional Connectivity Features Derived from Resting State fMRI Data
Dr. Om Prakash Singh, Nirmal Rai, Dr. PC Pradhan, Dr. Hemanta Saikia, Rinkila Bhutia
Lecture Notes in Networks and Systems (LNNS Series; Scopus Indexed), Springer
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Gearbox Fault Diagnosis: A Higher Order Moments Approach
Sanjeev Kumar, Vikash Kumar, Somnath Sarangi, Om Prakash Singh
Measurement, Elsevier [SCIE], Vol. 210, 31 March 2023
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Sparse Coding of i-Vector/JFA Latent Vector Over Ensemble Dictionaries for Language Identification Systems
O.P. Singh, R. Sinha
International Journal of Speech Technology [UGC Care List (India)], Vol. 21, pp. 435-450, Springer, 2017
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Sparse Coding of Bottleneck Features-Based i-Vector Representation for Language Recognition
O.P. Singh, R. Sinha, Bera, R. Sarkar, S. Singh, O. Saikia, H
Advances in Communication, Devices, and Networking. Lecture Notes in Electrical Engineering, Vol 537. Springer, Singapore, 2019
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Sparse Representation Classification Over Discriminatively Learned Dictionary for Language Recognition
O.P. Singh, R. Sinha
The 2017 IEEE Region 10 Conference (TENCON)
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Sparse Representation Classification Based Language Recognition Using Elastic Net
O.P. Singh, R. Sinha
Signal Processing and Integrated Networks (SPIN), 2017
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Language Recognition via Sparse Coding Over Learned Dictionary
O.P. Singh, R. Sinha
Signal Processing and Integrated Networks (SPIN), 2017
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Low Complexity Language Recognition Exploiting Ensemble of Random Subspace
O.P. Singh, R. Sinha
Signal Processing and Communications (SPCOM), June-2016
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Language Identification Using Sparse Representation: A Comparison Between GMM Supervector and i-Vector Based Approaches
O.P. Singh, B.C. Haris, R. Sinha
INDICON 2013, Dec-2013
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Sparse Representation Based Language Identification Using Prosodic Features for Indian Languages
O.P. Singh, BC Haris, R. Sinha, B. Chettri, A. Pradhan
INDICON 2013, Dec-2013
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Modified Joint Channel Source Decoding Structure for Reliable Image Transmission
O.P. Singh, A. Mitra, R. Sinha
IEEE International Conf. on Communication, Information, and Computing Technology (ICCICT 2012), Oct-2012
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A Joint Channel Network Coding Technique for Efficient Speech Communication
O.P. Singh, A. Mitra
IEEE Sponsored National Conference on Computational Intelligence and Signal Processing, Mar-2012
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Efficient VLSI Implementation of DWT and IDWT
S. Choudhury, O.P. Singh, A. Biswas
NCEEERE 2008
