Miscellaneous Machine Learning Tools
This package includes various machine learning utitilities which have not yet been ported into the new framework.
Documentation
References
| [Reynolds2000] | Reynolds, Douglas A., Thomas F. Quatieri, and Robert B. Dunn. Speaker Verification Using Adapted Gaussian Mixture Models, Digital signal processing 10.1 (2000): 19-41. |
| [Vogt2008] | R. Vogt, S. Sridharan. 'Explicit Modelling of Session Variability for Speaker Verification', Computer Speech & Language, 2008, vol. 22, no. 1, pp. 17-38 |
| [McCool2013] | C. McCool, R. Wallace, M. McLaren, L. El Shafey, S. Marcel. 'Session Variability Modelling for Face Authentication', IET Biometrics, 2013 |
| [Dehak2010] | N. Dehak, P. Kenny, R. Dehak, P. Dumouchel, P. Ouellet, 'Front End Factor Analysis for Speaker Verification', IEEE Transactions on Audio, Speech and Language Processing, 2010, vol. 19, issue 4, pp. 788-798 |
| [ElShafey2014] | Laurent El Shafey, Chris McCool, Roy Wallace, Sebastien Marcel. 'A Scalable Formulation of Probabilistic Linear Discriminant Analysis: Applied to Face Recognition', TPAMI'2014 |
| [PrinceElder2007] | Prince and Elder. 'Probabilistic Linear Discriminant Analysis for Inference About Identity', ICCV'2007 |
| [LiFu2012] | Li, Fu, Mohammed, Elder and Prince. 'Probabilistic Models for Inference about Identity', TPAMI'2012 |
Indices and tables
- :ref:`genindex`
- :ref:`modindex`
- :ref:`search`