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The Impact of Data Dependence on Speaker Recognition Evaluation

The data dependency due to multiple use of the same subjects has impact on the standard error (SE) of the detection cost function (DCF) in speaker recognition evaluation. The DCF is defined as a weighted sum of the probabilities of type I and type II errors at a given threshold. A two-layer data str...

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Bibliografiske detaljer
Udgivet i:IEEE/ACM Trans Audio Speech Lang Process
Main Authors: Wu, Jin Chu, Martin, Alvin F., Greenberg, Craig S., Kacker, Raghu N.
Format: Artigo
Sprog:Inglês
Udgivet: 2016
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5484007/
https://ncbi.nlm.nih.gov/pubmed/28660231
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TASLP.2016.2614725
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