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20222026
most citedTowards Supervised Performance on Speaker Verification with Self-Supervised Learning by Leveraging Large-Scale ASR Models

11 citations · 33 across the 11 of their papers we have counts for

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eess.AS2025

SSPS: Self-Supervised Positive Sampling for Robust Self-Supervised Speaker Verification

Theo Lepage, Reda Dehak

Self-Supervised Learning (SSL) has led to considerable progress in Speaker Verification (SV). The standard framework uses same-utterance positive sampling and data-augmentation to…

eess.AS2025

Self-Supervised Frameworks for Speaker Verification via Bootstrapped Positive Sampling

Theo Lepage, Reda Dehak

Recent developments in Self-Supervised Learning (SSL) have demonstrated significant potential for Speaker Verification (SV), but closing the performance gap with supervised systems…