ISSN 0021-3454 (print version)
ISSN 2500-0381 (online version)
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9
Issue
vol 60 / SEPTEMBER, 2017
Article
UDC 004.93+57.087.1

ANALYSIS OF MANIFOLD LEARNING METHODS APPLICABILITY TO SPEAKER RECOGNITION

Y. N. Matveev
“STC-Innovation”, Saint Petersburg, 196084, Russian Federation; ITMO University, Saint Petersburg, 197101, Russian Federation; Chief Scientific Officer, Head of the Chair


A. . Shulipa
“STC -Innovation”, LLC; scientific researcher


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Abstract. Applicability of manifold learning methods widely used in image recognition, to the problem of speaker identification, is considered. Experimental study are carried out, the results are analyzed.
Keywords: manifold learning, speaker recognition