Imagery Speech Classification Based on General Successive Multivariate Variational Mode Decomposition With Different Objective Functions Having Different Weights

The imagery speech (IS) is the speech that the human beings are thinking in their brain. A brain computer interface (BCI) system is employed to translate the speech thinking in the brain to the vocabulary in the dictionary stored in the computer. Since it is another form of speech, the IS is natural...

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Bibliographic Details

Published in:	IEEE transactions on consumer electronics p. 1
Main Authors:	Zheng, Xiao-Ben, Li, Caijun, Ling, Bingo Wing-Kuen
Format:	Journal Article
Language:	English
Published:	IEEE 2025
Subjects:	Accuracy Consumer electronics Correlation Electroencephalography Feature extraction Image reconstruction imagined speech classification k nearest neighbor classifier Linear programming Motors Multi-channel electroencephalograms Nearest neighbor methods Noise successive multivariate variational decomposition tunable Q factor wavelet transformation
ISSN:	0098-3063, 1558-4127
Online Access:	Get full text
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