In cross-lingual non-target speaker verification, comparisons involving languages seen in training cluster tightly regardless of comparison language, while comparisons among untrained languages produce scores that correlate with language similarity, especially under multilingual training.
Re- sults show that in comparisons involving a training language the choice of comparison language has only a small effect on the generated scores (clustering effect)
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On the influence of language similarity in non-target speaker verification trials
In cross-lingual non-target speaker verification, comparisons involving languages seen in training cluster tightly regardless of comparison language, while comparisons among untrained languages produce scores that correlate with language similarity, especially under multilingual training.