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IVector - Fix LDA rank

Tiago de Freitas Pereira requested to merge fix-lda-rank into master

With this MR we make sure that the dimension of the LDA matrix is not higher than its rank.

This possibly will impact the Vox forge error rates reported in bob.bio.spear and we need to fix that.

ping @vkrivokuca

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