[egs] Add recipes for Speakers in the Wild (SITW) #2422
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…able data, and uses a better performing wideband MFCC config
david-ryan-snyder changed the title 
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| @danpovey, when you get a chance, I think this is OK to merge. The v1 (i-vector) and v2 (x-vector) recipes are similar to the existing speaker recognition recipes. |
dpriver pushed a commit to dpriver/kaldi that referenced this pull request Sep 13, 2018
Skaiste pushed a commit to Skaiste/idlak that referenced this pull request Sep 26, 2018
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The PR adds an i-vector and an x-vector recipe for Speakers in the Wild (SITW) (http://www.speech.sri.com/projects/sitw/). The results using x-vectors are currently state-of-the-art, as far as I know.
The recipe is trained on VoxCeleb1 and VoxCeleb2 (http://www.robots.ox.ac.uk/~vgg/data/voxceleb/). Sixty speakers in VoxCeleb1 overlap with SITW. We remove those from VoxCeleb1 prior to training.
FYI @entn-at, @danpovey, @leibny