#speaker-verification

Speaker Verification

2 stories tagged Speaker Verification

A diverse group of people speaking different languages into a microphone.

researchJul 28, 2026

Simple Language Normalization Improves Cross-Lingual Speaker Verification in the TidyVoice 2026 Challenge

Researchers revisited Nuisance Attribute Projection (NAP) as a simple language-normalization step to improve cross-lingual speaker verification, using the TidyVoice 2026 Challenge dataset of 3,666 training speakers in 40 languages and 2,200 evaluation speakers in 38 unseen languages.

via ArXiv cs.CL#speaker-verification #language-normalization #ai-research

researchApr 16, 2026

CONCORD: Privacy-Preserving AI Collaboration for Always-Listening Assistants

Researchers introduce CONCORD, a framework for privacy-aware AI collaboration. It enables assistants to work together while only capturing the owner's speech, addressing key privacy concerns.

via ArXiv cs.AI#ai #privacy #assistants