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News/L-Proto: Language-Aware Episodic Prototypical Training for Multilingual Speaker Verification
arxiv
PublishedJuly 2, 2026 at 4:00 AM

L-Proto: Language-Aware Episodic Prototypical Training for Multilingual Speaker Verification

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arXiv:2606.17416v2 Announce Type: replace-cross Abstract: Multilingual speaker verification remains challenging because language-dependent acoustic variability causes speaker identity to become entangled with linguistic characteristics, degrading generalization across languages. In multilingual trai

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