Fully Bayesian speaker clustering based on hierarchically structured utterance-oriented Dirichlet process mixture model

13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012

Volumn 3, Issue , 2012, Pages 2163-2166

  Tawara, Naohiro ^a   Ogawa, Tetsuji ^a   Watanabe, Shinji ^b,c   Nakamura, Atsushi ^b   Kobayashi, Tetsunori ^a  

^a WASEDA UNIVERSITY   (Japan)

^b Japan   (Japan)

^c MITSUBISHI ELECTRIC RESEARCH LABORATORIES   (United States)

Author keywords

Gibbs sampling; Nonparametric Bayesian model; Speaker clustering; Utterance oriented Dirichlet process mixture model

Indexed keywords

CONVENTIONAL METHODS; DIRICHLET PROCESS MIXTURE MODEL; GIBBS SAMPLING; MIXTURE MODELING; MULTISCALES; NON-PARAMETRIC BAYESIAN; NONPARAMETRIC BAYESIAN MODELS; SPEAKER CLUSTERING;

BAYESIAN NETWORKS;

MIXTURES;

EID: 84878587307     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

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