This is a traditional i-vector recipe for Speakers in the Wild. The following datasets are used: Evaluation Speakers in the Wild http://www.speech.sri.com/projects/sitw System Development VoxCeleb 1 http://www.robots.ox.ac.uk/~vgg/data/voxceleb VoxCeleb 2 http://www.robots.ox.ac.uk/~vgg/data/voxceleb2 MUSAN http://www.openslr.org/17 RIR_NOISES http://www.openslr.org/28