Short Communication: Speaker recognition under limited data condition by noise addition

Authors:
P. Krishnamoorthy;H. S. Jayanna;S. R. M. Prasanna
Affiliations:
Samsung India Software Center, Noida 201301, Utter Pradesh, India;Department of Information Science and Engineering, Siddaganga Institute of Technology, Tumkur 572103, Karnataka, India;Department of Electronics and Communication Engineering, Indian Institute of Technology Guwahati, Guwahati 781039, Assam, India
Venue:
Expert Systems with Applications: An International Journal
Year:
2011

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Abstract

This work demonstrates that, under limited data condition, it is indeed possible to improve the speaker recognition performance by controlled noise addition. The problem of limited data (