Disentangling Speaker and Language Effects in Cross-Lingual Speaker Verification for Iberian Languages
Cross-lingual speaker verification (SV) systems typically exhibit performance degradation when enrollment and test utterances are spoken in different languages. However, standard evaluation protocols confound language mismatch with inter-speaker variability, as evaluation is generally performed with different speakers across languages. In this work, we introduce a bilingual same-speaker evaluation set for five Iberian languages, enabling analysis of cross-lingual SV under constant speaker identity. We apply this setup to a HuBERT-based SV system previously shown to exhibit strong language dependence, and analyze results using the Cross-Lingual Transfer Matrix (CLTM) to study pairwise cros...
| Authors | Pol Buitrago, Javier Hernando |
|---|---|
| Primary category | eess.AS |
| Published | 1 July 2026 |
| Last updated at source | 1 July 2026 |
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