Call for Papers:Vol.10 Issue.6

Submission
Last date		 30-Dec-2024
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-10,Issue-6. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  A REVIEW ON AUDIO AND VIDEO BASED PERSON AUTHENTICATION USING MACHINE LEARNING
PaperId: :  14309
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 3 2021
DUI:    16.0415/IJARIIE-14309
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Roshni WadhwaniArya College of Engineering and IT, Jaipur, Rajasthan
Dr. Vishal ShrivastavArya College of Engineering and IT, Jaipur, Rajasthan
Dr. Akhil PandeyArya College of Engineering and IT, Jaipur, Rajasthan

Abstract

Computer Engineering
SVM, speech recognition. Feature extraction, LBP continuous authentication, behavioral biometric, machine learning, classification, clustering
Identity verification is a method that usually uniquely identifies a person based on a password and a personal identification number (PIN). The main problem with this authentication technology is that users are not willing to remember long-term and challenging combinations of numbers, letters and symbols that may be lost, forged, stolen or forgotten. In this article, we examined recent developments in the use of behavioral biometrics for user authentication. The application of behavioral biometric authentication basically consists of three main modules, namely data capture, function extraction and classification. The application focuses on extracting user-related behavioral characteristics and using these properties for identity verification measures. The goal is to determine the classification technology that is primarily used for data analysis in the identity verification process. Through comparison, we expect to find gaps in improving the performance of behavioral biometric authentication. In addition, we highlight a set of classification technologies that are best suited for behavioral biometric approval. This article discusses the concept of speech recognition in deep learning methods. This article will discuss speech recognition, deep learning and the introduction of deep learning methods. This article also describes models for deep learning for speech recognition. This article defines the work related to speech recognition using deep learning methods as well as the software related to Sphinx, which allows speech recognition in Java languages. The main purpose of this review is to define the use of the sphinx and solar eclipse to recognize speech. We would suggest that we have proposed a new human recognition technology using face and voice fusion that can greatly improve the recognition speed compared to a single biometric recognition used in the development of security systems. Our system uses the Viola Jones algorithm for face recognition. The proposed system uses the Local Binary Pattern (LBP) as a technique for extracting functions to calculate local functions. In our project, MFCC function (Extracting) with Mel Frequency Divergence Coefficient (technology for extraction) is used for speech recognition. The extracted function provided by the SVM classification as input can be used to identify individuals and then display the results. The new system can be used in a variety of areas, such as identity verification and other potential commercial applications.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Roshni Wadhwani, Dr. Vishal Shrivastav, and Dr. Akhil Pandey. "A REVIEW ON AUDIO AND VIDEO BASED PERSON AUTHENTICATION USING MACHINE LEARNING" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 3 2021 Page 825-833
MLA Roshni Wadhwani, Dr. Vishal Shrivastav, and Dr. Akhil Pandey. "A REVIEW ON AUDIO AND VIDEO BASED PERSON AUTHENTICATION USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 7.3(2021) : 825-833.
APA Roshni Wadhwani, Dr. Vishal Shrivastav, & Dr. Akhil Pandey. (2021). A REVIEW ON AUDIO AND VIDEO BASED PERSON AUTHENTICATION USING MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education, 7(3), 825-833.
Chicago Roshni Wadhwani, Dr. Vishal Shrivastav, and Dr. Akhil Pandey. "A REVIEW ON AUDIO AND VIDEO BASED PERSON AUTHENTICATION USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 3 (2021) : 825-833.
Oxford Roshni Wadhwani, Dr. Vishal Shrivastav, and Dr. Akhil Pandey. 'A REVIEW ON AUDIO AND VIDEO BASED PERSON AUTHENTICATION USING MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, 2021, p. 825-833. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/A_REVIEW_ON_AUDIO_AND_VIDEO_BASED_PERSON_AUTHENTICATION_USING_MACHINE_LEARNING_ijariie14309.pdf (Accessed : ).
Harvard Roshni Wadhwani, Dr. Vishal Shrivastav, and Dr. Akhil Pandey. (2021) 'A REVIEW ON AUDIO AND VIDEO BASED PERSON AUTHENTICATION USING MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, 7(3), pp. 825-833IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/A_REVIEW_ON_AUDIO_AND_VIDEO_BASED_PERSON_AUTHENTICATION_USING_MACHINE_LEARNING_ijariie14309.pdf (Accessed : )
IEEE Roshni Wadhwani, Dr. Vishal Shrivastav, and Dr. Akhil Pandey, "A REVIEW ON AUDIO AND VIDEO BASED PERSON AUTHENTICATION USING MACHINE LEARNING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, pp. 825-833, May-Jun 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/A_REVIEW_ON_AUDIO_AND_VIDEO_BASED_PERSON_AUTHENTICATION_USING_MACHINE_LEARNING_ijariie14309.pdf [Accessed : ].
Turabian Roshni Wadhwani, Dr. Vishal Shrivastav, and Dr. Akhil Pandey. "A REVIEW ON AUDIO AND VIDEO BASED PERSON AUTHENTICATION USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 3 ().
Vancouver Roshni Wadhwani, Dr. Vishal Shrivastav, and Dr. Akhil Pandey. A REVIEW ON AUDIO AND VIDEO BASED PERSON AUTHENTICATION USING MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : ]; 7(3) : 825-833. Available from: https://ijariie.com/AdminUploadPdf/A_REVIEW_ON_AUDIO_AND_VIDEO_BASED_PERSON_AUTHENTICATION_USING_MACHINE_LEARNING_ijariie14309.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Development of Wireless Sensor Network Protocol using Fuzzy logic and Optimization Routing AlgorithmComputer ScienceMs.Dimpal Patel Download
GreenTech Urbanism: The Role of IoT and Machine Learning in Environmental MonitoringComputer Science and EngineeringSowmya Shetty Download
SURVEY ON DETECTION OF PHISHING WEBSITE USING MACHINE LEARNINGComputer Science and EngineeringYawalkar Prasad Pramod Download
Enhancement of Health Data Accuracy Using Neural Network Algorithmneaural networkGautam Prakash Download
AI-BASED PLACEMENT PARTNER: ENHANCING CAREER PREPARATION THROUGH ADVANCED LEARNING TECHNOLOGIESComputer Science & EngineeringSaranya MK Download
ARTIFICIAL INTELLIGENCE IN HEALTH CARE - AN OVERVIEWComputer EngineeringPaleti Surekha Download
A Comparative Study of Maze-Solving Algorithms: Performance, Complexity, and Practical Applications in AI and RoboticsComputer EngineeringNakka Sai Magh Reddy Download
Encryption and Decryption WebsiteComputer Science and EngineeringGokul Kumar R Download
Digital BiomarkersComputer EngineeringHemakanth Sharma R Download
ENSURING FAIRNESS AND TRANSPARENCY IN AI SYSTEMS FOR HEALTHCARE AND CRIMINAL JUSTICE APPLICATIONSComputer EngineeringManu Gowda Download
Utilising AI for Deepfake Detection: Strategies, Issues and Future OpportunitiesArtificial intelligence Suhas LK Download
Cryptography-An OverviewComputer EngineeringPeram Bairaveswar Reddy Download
The Internet of Things (IoT) in Smart CitiesComputer engineeringRahul Malagitti Download
Cloud Computing - An OverviewComputer EngineeringHarshith Y Download
Operations of Artifical Intelligence in 5g NetworkingComputer Engineering Chethan K Download
12