Publications
Self-Supervised Frameworks for Speaker Verification via Bootstrapped Positive Sampling
Preprint (submitted to IEEE TASLP)
Theo Lepage, and Reda Dehak
Exploring WavLM Back-ends for Speech Spoofing and Deepfake Detection
ASVspoof 2024
Theophile Stourbe, Victor Miara, Theo Lepage, and Reda Dehak
Towards Supervised Performance on Speaker Verification with Self-Supervised Learning by Leveraging Large-Scale ASR Models
Interspeech 2024
Victor Miara, Theo Lepage, and Reda Dehak
Additive Margin in Contrastive Self-Supervised Frameworks to Learn Discriminative Speaker Representations
Odyssey 2024
Theo Lepage, and Reda Dehak
Experimenting with Additive Margins for Contrastive Self-Supervised Speaker Verification
Interspeech 2023
Theo Lepage, and Reda Dehak
Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning
Interspeech 2022
Theo Lepage, and Reda Dehak
Self-supervised learning applied to speaker and language recognition
LRDE Students Seminar 2021
Theo Lepage