PhD, IIT Madras
Thesis: "Computationally Efficient Speaker Identification and Use of Multiple Background Models for
Speaker Verification"
M. Tech. (Instrumentation & Control Engg.) -SLIET, Punjab, India (Gold Medalist at Univ. Level)
B. Tech. (Electronics & Instrumentation Engg.) - USIC, University of Kalyani, India
10+2 (Science) - Ramakrishna Mission V. C. College, Rahara