Dr. Virender Kadyan is currently working as Associate Professor in Informatics Cluster , School of Computer Science, University of Petroleum and Energy Studies, Dehradun, Uttarakhand, India. He has completed his Ph.D. and M.Tech. from Chitkara University, Punjab, in 2018 and Kurukshetra University, Kurukshetra, in 2013. His research interest includes automatic speech recognition and speaker identification & verification. Dr. T P Singh is currently positioned as Professor and Head, School of Computer Science, University of Petroleum & Energy Studies, Dehradun, Uttarakhand, India. He holds a Doctorate in Computer Science from Jamia Millia Islamia University, New Delhi. He carries 26 years of rich experience with him. To his credit there are more than 35 research publications and 6 edited books. Dr. Singh is a senior member of IEEE, member of various professional bodies including ACM, IEI, ISTE, IAENG, etc., and also on the editorial/reviewer panelof different journals. He is Fellow of IETA-India. His resear