A new penalty term for the BIC with respect to speaker diarization

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A new penalty term for the BIC with respect to speaker diarization

In this paper we examine a new penalty term for the Bayesian Information Criterion (BIC) that is suited to the problem of speaker diarization. Based on our previous approach of penalizing each cluster only with its effective sample size - an approach we called segmental - we propose a stricter penal...

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Bibliographic Details
Main Authors:	Stafylakis, Themos, Tzimiropoulos, Georgios, Katsouros, Vassilis, Carayannis, George
Format:	Conference or Workshop Item
Published:	2010
Subjects:	Bayes Methods Speaker Recognition Bayesian Information Criterion Cluster Analysis Speaker Diarization
Online Access:	https://eprints.nottingham.ac.uk/31422/

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