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Theo Lepage

4 papers · 2022–2025 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze

Venues

Interspeech (4)

Top co-authors

Reda Dehak (4) Victor Miara (1)

Research topics

Machine Learning (3) Learning Types · Machine Learning (3) Computer Vision (2) Speech & Audio (2) Analysis · Computer Vision (2) Deep Learning (1) Analysis · Speech & Audio (1) Core Methods (1) Learning Types · Deep Learning (1) Recognition (1)

Keywords

speaker verification (4) self-supervised learning (4) contrastive learning (4) speaker embedding (2) additive margin softmax (1) clustering assignment (1) positive sampling (1) metric learning (1) speaker recognition (1) information maximization (1)

Papers

SSPS: Self-Supervised Positive Sampling for Robust Self-Supervised Speaker Verification Interspeech 2025 Towards Supervised Performance on Speaker Verification with Self-Supervised Learning by Leveraging Large-Scale ASR Models Interspeech 2024 Experimenting with Additive Margins for Contrastive Self-Supervised Speaker Verification Interspeech 2023 Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning Interspeech 2022