Publications

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Self-Supervised Learning for Speaker Recognition: A Study and Review
2025
Preprint (submitted to Speech Communication)
Theo Lepage and Reda Dehak
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SSPS: Self-Supervised Positive Sampling for Robust Self-Supervised Speaker Verification
2025
Interspeech 2025
Theo Lepage and Reda Dehak
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Self-Supervised Frameworks for Speaker Verification via Bootstrapped Positive Sampling
2025
IEEE/ACM Transactions on Audio, Speech, and Language Processing
Theo Lepage and Reda Dehak
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Towards Supervised Performance on Speaker Verification with Self-Supervised Learning by Leveraging Large-Scale ASR Models
2024
Interspeech 2024
Victor Miara, Theo Lepage, and Reda Dehak
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Exploring WavLM Back-ends for Speech Spoofing and Deepfake Detection
2024
The Automatic Speaker Verification Spoofing Countermeasures Workshop (ASVspoof 2024)
Theophile Stourbe, Victor Miara, Theo Lepage, and Reda Dehak
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Additive Margin in Contrastive Self-Supervised Frameworks to Learn Discriminative Speaker Representations
2024
The Speaker and Language Recognition Workshop (Odyssey 2024)
Theo Lepage and Reda Dehak
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Experimenting with Additive Margins for Contrastive Self-Supervised Speaker Verification
2023
Interspeech 2023
Theo Lepage and Reda Dehak
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Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning
2022
Interspeech 2022
Theo Lepage and Reda Dehak
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Self-supervised learning applied to speaker and language recognition
2021
LRDE Students Seminar 2021
Theo Lepage
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