NDLI: SROC: A Speaker Recognition with Data Decision Level Fusion Method in Cloud Environment

Content Provider	Springer Nature Link
Author	Jiang, Ning Qiu, Meikang Dai, Wenyun
Copyright Year	2016
Abstract	Speaker recognition as one of biometrics techniques is to recognize speaker’s identity. A robust method for speaker recognition with high accuracy of recognition rate is the aim for all relevant researchers. With the rapid development of cloud computing, many complicated tasks in speaker recognition system, such as machine learning, data processing, and information recording, can be implemented in cloud. Meanwhile, speaker recognition can be used as a security and privacy service which are extremely important for the popularization of cloud computing. In this paper, we propose a data decision level fusion method for speaker recognition in cloud environment. After introducing the basic processing of speech recognition process and describing the composition of the speech recognition system based on Dempster-Shafer Evidence Theory of decision level data fusion method, we present a speaker recognition system of cloud computing (SROC) architecture. Through experimental evaluation, SROC can improve the recognition rate and accuracy greatly.
Starting Page	123
Ending Page	133
Page Count	11
File Format	PDF
ISSN	19398018
Journal	Journal of Signal Processing Systems
Volume Number	86
Issue Number	2-3
e-ISSN	19398115
Language	English
Publisher	Springer US
Publisher Date	2016-01-16
Publisher Place	New York
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Speaker recognition SROC D-S evidence theory Data fusion Cloud computing Signal,Image and Speech Processing Circuits and Systems Electrical Engineering Image Processing and Computer Vision Pattern Recognition Computer Imaging, Vision, Pattern Recognition and Graphics
Content Type	Text
Resource Type	Article
Subject	Theoretical Computer Science Signal Processing Control and Systems Engineering Information Systems Modeling and Simulation Hardware and Architecture

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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