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Towards robust speech representation learning for thousands of languages,

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cs.CL 1

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2025 1

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Geolocation-Aware Robust Spoken Language Identification

cs.CL · 2025-08-23 · conditional · novelty 6.0

Auxiliary geolocation prediction with injected conditioning signals improves dialect and accent robustness in SSL-based spoken language identification, reaching new SOTA on FLEURS and ML-SUPERB 2.0.

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  • Geolocation-Aware Robust Spoken Language Identification cs.CL · 2025-08-23 · conditional · none · ref 2

    Auxiliary geolocation prediction with injected conditioning signals improves dialect and accent robustness in SSL-based spoken language identification, reaching new SOTA on FLEURS and ML-SUPERB 2.0.