Robust mixture modeling using T-distribution: Application to speaker ID

Proceedings of the 11th Annual Conference of the International Speech Communication Association, INTERSPEECH 2010

Volumn , Issue , 2010, Pages 2750-2753

  Harshavardhan, S ^a   Sreenivas, T V ^a  

^a INDIAN INSTITUTE OF SCIENCE   (India)

Author keywords

GMM; Robustness to outliers; T Mixture model (tMM)

Indexed keywords

DEGREES OF FREEDOM (MECHANICS); GAUSSIAN DISTRIBUTION; STATISTICS; STOCHASTIC SYSTEMS; SPEECH COMMUNICATION; SPEECH RECOGNITION;

FINITE MIXTURES; GAUSSIAN MIXTURE MODEL; MIXTURE MODEL; NOISY SPEECH; RECOGNITION ACCURACY; STUDENT'S T DISTRIBUTION; T DISTRIBUTION; T-MIXTURE MODELS; DISTRIBUTION APPLICATIONS; GMM; HEAVY-TAILS; MIXTURE MODELING; MIXTURE-MODELLING; PERFORMANCE; ROBUSTNESS TO OUTLIER; T MIXTURE MODEL;

SPEECH COMMUNICATION; STATISTICS;

EID: 79959828556     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

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