Birla Institute of Technology, Mesra
Faculty Image

Dr. Sumit Srivastava

Joined Institute on : 31-Jul-2012

  • Assistant Professor
  • Computer Science and Engg
  • Ph.D., M.Tech., B.Tech.
Contact Address

BIT Mesra Ranchi - 835215

Prayagraj - 211002, Uttar Pradesh

  • Phone Office - 06512275548
  • Phone Residence - 8986758348
  • Email - sumit@bitmesra.ac.in
Work Experience

Teaching : 14 Years

Research : 14 Years
Research Areas
  • Cybersecurity & Network Security, Computer Networks, Artificial Intelligence & Machine Learning, Signal Processing, Speech & Audio Processing, Voice Biometrics & Speaker Identification, Digital Forensics, Embedded Systems, and Multimodal Biometrics.
Award and Honours
  • Best paper award for the paper entitled, A Review on User Identification using Voice as a Biometric Feature.
Publications
  • Koiri, Bikash Sagar; Srivastava, Sumit;. Progressive Acoustic Stacking–Based Speaker Level System for Pathological Voice Disorder Detection. 2026 1st International Conference on Emerging Trends in Advancements and Applications of Computational Intelligence Techniques (ETAACT), 1-6. IEEE
  • Jha, Khushboo; Jain, Aruna; Srivastava, Sumit;. A challenge-response based authentication approach for multimodal biometric system using deep learning techniques. Scalable Computing: Practice and Experience, 26.0(5.0), 2118-2129
  • Jha, Khushboo; Srivastava, Sumit; Jain, Aruna;. A novel speaker verification approach featuring multidomain acoustics based on the weighted city block Minkowski distance. Etri Journal, 47.0(2.0), 227-243
  • Srivastava, Gaurav Kumar Pandey Sumit;. Automated Sentiment Analysis Of Product Reviews Using Machine Learning Techniques. International Journal of Environmental Sciences, 11.0, 308-3093. PKP
  • Sapna Sharma, S.V.A.V. Prasad, Gaurav Kumar Pandey, Sumit Srivastava;. Automated sentiment analysis of product reviews using machine learning techniques. International Journal of Environmental Sciences, 3081–3093
  • Pandey, Gaurav Kumar; Saxena, Pankaj; Singh, Poonam; Srivastava, Sumit;. Comparative Analysis of ResNet for Offline Signature Verifcation Using Various Activation Functions. 2025 3rd International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT), 358-363. IEEE
  • Pandey, Gaurav Kumar; Mittal, Khushi; Bansal, Antra; Srivastava, Sumit;. Fire detection with ResNet 18: comparative analysis across different hyperparameters. Procedia Computer Science, 260.0, 708-716. Elsevier
  • Jha, Khushboo; Jain, Aruna; Srivastava, Sumit;. Multimodal biometric authentication system leveraging optimally trained ensemble classifier using feature-level fusion. Technology and Health Care, 09287329251363424. SAGE Publications Sage UK: London, England
  • Pandey, Gaurav Kumar; Raj, Vansh; Agarwal, Ayush; Dixit, Mayank; Chauhan, Sachin Singh; Srivastava, Sumit;. Offline Signature Verification: An Extensive Survey of Deep Learning Methods. 2025 4th International Conference on Sentiment Analysis and Deep Learning (ICSADL), 892-898. IEEE
  • Pandey, Gaurav Kumar; Srivastava, Sumit;. Optimizing Pneumonia Identification in Chest X-rays: ResNet-18 and the Role of Diverse Activation Functions
  • Pandey, Gaurav Kumar; Srivastava, Sumit;. Rectified Tangent Activation (RTA): A Novel Activation Function for Enhanced Deep Learning Performance. IEEE Access, 13.0, 120028-120039. IEEE
  • Jha, Khushboo; Jain, Aruna; Srivastava, Sumit;. A contactless speaker identification approach using feature-level fusion of speech and face cues with DCNN. Proc. Eng. Sci., 6.0(3.0), 1047-1056
  • Jha, Khushboo; Srivastava, Sumit; Jain, Aruna;. A novel texture based approach for facial liveness detection and authentication using deep learning classifier. International Journal of Computational and Experimental Science and Engineering, 10.0(3.0), 323
  • Jha, Khushboo; Jain, Aruna; Srivastava, Sumit;. A secure biometric-based user authentication scheme for cyber-physical systems in healthcare. Int. J. Exp. Res. Rev, 39.0, 154-169
  • Jain, Abhishek; Raja, Rohit; Srivastava, Sumit; Sharma, Prakash Chandra; Gangrade, Jayesh; R, Manoj;. Analysis of EEG signals and data acquisition methods: a review. Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 12.0(1.0), 2304574. Taylor & Francis
  • Jha, Khushboo; Jain, Aruna; Srivastava, Sumit;. Analysis of human voice for speaker recognition: Concepts and advancement. Journal of Electrical Systems, 20.0(1.0), 582-599
  • Gupta, Puja; Srivastava, Sumit; Sharma, Divya; Nath, Vijay;. Artificial Intelligence based Deep Architecture for Tuberculosis Detection. Artificial Intelligence, 2.0(2.0), 564-573
  • Gupta, Puja; Srivastava, Sumit; Nath, Vijay;. Artificial intelligence-based deep learning architecture for tuberculosis detection. Wireless Personal Communications, 138.0(3.0), 1937-1953. Springer US New York
  • Pandey, Agnivesh; Raja, Rohit; Srivastava, Sumit; Kumar, Krishna; Gupta, Manoj; Somthawinpongsai, Chanyanan; Nanthaamornphong, Aziz;. Bio-inspired object detection and tracking in aerial images: Harnessing Northern Goshawk Optimization. IEEE Access, 12.0, 174028-174040. IEEE
  • Jha, Khushboo; Srivastava, Sumit; Jain, Aruna;. Cryptanalysis of a biometric based anonymous authentication approach for IoT environment. Int. J. Microsyst. IoT, 2.0(2.0), 591-597
  • Jha, Khushboo; Jain, Aruna; Srivastava, Sumit;. Feature-level fusion of face and speech based multimodal biometric attendance system with liveness detection. AIP Advances, 14.0(11.0). AIP Publishing
  • Kumar, Pandey Gaurav; Sumit, Srivastava;. Ml and AI Approach to the Global Healthcare Ecosystem. Advanced Technologies for Realizing Sustainable Development Goals: 5G, AI, Big Data, Blockchain, and Industry 4.0 Application, 165-185. Bentham Science Publishers
  • Pathak, Sumati; Raja, Hiral; Srivastava, Sumit; Sahu, Neelam; Raja, Rohit; Dewangan, Amit Kumar;. A deep learning framework for students' academic performance analysis. CSI Transactions on ICT, 11.0(4.0), 179-191. Springer
  • Jha, Khushboo; Jain, Aruna; Srivastava, Sumit;. An efficient speaker identification approach for biometric access control system. 2023 5th international conference on recent advances in information technology (RAIT), 1-5. IEEE
  • Jha, Khushboo; Srivastava, Sumit; Jain, Aruna;. Integrating global and local features for efficient face identification using deep CNN classifier. 2023 International conference on device intelligence, computing and communication technologies,(DICCT), 532-536. IEEE
  • Pandey, Gaurav Kumar; Srivastava, Sumit;. Investigating the efficacy of a newly proposed activation function on deep neural networks. 2023 IEEE 3rd International Conference on Applied Electromagnetics, Signal Processing, & Communication (AESPC), 1-7. IEEE
  • Pandey, Gaurav Kumar; Srivastava, Sumit;. ResNet-18 comparative analysis of various activation functions for image classification. 2023 International Conference on Inventive Computation Technologies (ICICT), 595-601. IEEE
  • Raja, Rohit; Nagwanshi, Kapil Kumar; Kumar, Sandeep; Laxmi, K Ramya;. Data mining and machine learning applications. John Wiley & Sons
  • Laxmi, K Ramya; Srivastava, Sumit; Madhuravani, K; Pallavi, S; Dewangan, Omprakash;. Modified Cross?Sell Model for Telecom Service Providers Using Data Mining Techniques. Data mining and machine learning applications, 195-207. Wiley Online Library
  • Bagga, Jaspal; Pinjarkar, Latika; Srivastava, Sumit; Dewangan, Omprakash; Tiwari, Rajesh;. Latest advancement in automotive embedded system using IoT computerization. Green Computing and Its Applications, 131-165
  • Srivastava, Sumit; Chandra, Mahesh; Sahoo, G;. Speaker identification and its application in automobile industry for automatic seat adjustment. Microsystem Technologies, 25.0(6.0), 2339-2347. Springer Berlin Heidelberg Berlin/Heidelberg
  • Srivastava, Sumit; Sahoo, G; Ladha, Naman; Chandra, Mahesh;. A Review on User Identification Using Voice as a Biometric Feature. International Journal of Computer Application, USA, 11-14
  • Kumar, Arvind; Srivastava, Sumit; Chandra, Mahesh; Sahoo, G;. Guitar tuner using cepstral analysis and fuzzy controller on arduino board. Microsystem Technologies, 24.0(5.0), 2429-2436. Springer Berlin Heidelberg Berlin/Heidelberg
  • Srivastava, Sumit; Chandra, Mahesh; Sahoo, G;. Robust Voiceprint Based Audio Watermarking Using Wavelet. Nanoelectronics, Circuits and Communication Systems: Proceeding of NCCS 2017, 511.0, 457. Springer
  • Srivastava, Sumit; Chandra, Mahesh; Sahoo, G;. Robust voiceprint based audio watermarking using wavelet transform. Nanoelectronics, Circuits and Communication Systems: Proceeding of NCCS 2017, 457-467. Springer Singapore Singapore
  • Srivastava, Sumit; Kumar, Arvind; Chandra, Mahesh; Sahoo, G;. Speech-Based Access to Price of Different Agricultural Commodities Using MFCC, GMM, and Naïve Bayes Classifier. Proceeding of the Second International Conference on Microelectronics, Computing & Communication Systems (MCCS 2017), 39-48. Springer
  • Srivastava, Sumit; Kumar, Arvind; Chandra, Mahesh; Sahoo, G;. Using MFCC, GMM, and Naïve Bayes. Proceeding of the Second International Conference on Microelectronics, Computing & Communication Systems (MCCS 2017), 39. Springer
  • Srivastava, Sumit; Chandra, Mahesh; Sahoo, G;. Phase Based Mel Frequency Cepstral Coefficients for Speaker Identification. Information Systems Design and Intelligent Applications: Proceedings of Third International Conference INDIA 2016, Volume 3, 309-316. Springer India New Delhi
  • Srivastava, Sumit; Nandi, Pratibha; Sahoo, G; Chandra, Mahesh;. Formant based linear prediction coefficients for speaker identification. 2014 International Conference on Signal Processing and Integrated Networks (SPIN), 685-688. IEEE
  • sumit srivastava, S. C. Srivastava, Mahesh Chandra, G. Sahoo;. Application of Sub Band Coding for Mechanical Signal Compression. 27th Convention of Production Engineers on Advancements in Manufacturing, BIT Mesra Ranchi
  • Sumit Srivastava, G. Sahoo, Mahesh Chandra;. Performance Evaluation of Speech Coders for VOIP Applications. International Conference on Recent Trends of Computer Technology in Academia, Udaipur, Rajasthan, India
Current Sponsored Projects
  • Bridging the Digital Divide through AI Literacy Pathways for Tribal SSI Entrepreneurs in Jharkhand
    Funding Agency: Indian Council of Social Science Research (ICSSR)
    Grant Amount: 16.00 Lakhs
Intellectual Property Rights (IPR)
  • An Internet of Things Based Smart Parking System and Its Method Thereof
  • System And Method for Object Detection and Object Tracking for Traffic Surveillance
  • A System for Identification of Personality Traits and A Method Thereof
  • Home Automation Based on User Detection Using Internet of Things
  • A System and Method for Preventing Corona Virus Transmission
  • Method And Apparatus for Air Filtration for Exhaust Silencer of A Vehicle
  • Home Automation Based on Internet of Things and User Detection