Cross-validation and aggregated EM training for robust parameter estimation

Author:

Shinozaki Takahiro,Ostendorf Mari

Publisher

Elsevier BV

Subject

Human-Computer Interaction,Theoretical Computer Science,Software

Reference21 articles.

1. Anguera, X., Shinozaki, T., Wooters, C., Hernando, J., 2007. Model complexity selection and cross-validation EM training for robust speaker diarization. In: ICASSP, vol. IV. Hawaii, pp. 273–276.

2. Bahl, L.R., Brown, P.F., de Souza, P.V., Mercer, R.L., 1986. Maximum mutual information estimation of hidden Markov model parameters for speech recognition. In: Proceedings of the ICASSP. pp. 49–52.

3. Bagging predictors;Breiman;Machine Learning,1996

4. Chen, S., Gopalakrishnan, P.S., 1998. Clustering via the Bayesian Information Criterion with applications in speech recognition. In: Proceedings of the ICASSP. pp. 645–648.

5. Maximum likelihood from incomplete data via the EM algorithm;Dempster;Journal of the Royal Statistical Society Series B,1977

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