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Improved semi-supervised autoencoder for deception detection

Existing algorithms of speech-based deception detection are severely restricted by the lack of sufficient number of labelled data. However, a large amount of easily available unlabelled data has not been utilized in reality. To solve this problem, this paper proposes a semi-supervised additive noise...

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Bibliografiske detaljer
Udgivet i:PLoS One
Main Authors: Fu, Hongliang, Lei, Peizhi, Tao, Huawei, Zhao, Li, Yang, Jing
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6782094/
https://ncbi.nlm.nih.gov/pubmed/31593570
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0223361
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