Théo Lepage

According to our database, Théo Lepage authored at least 9 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Self-supervised learning for speaker recognition. (Apprentissage auto-supervisé pour la reconnaissance du locuteur).

Théo Lepage

PhD thesis, 2026

Self-Supervised Learning for Speaker Recognition: A study and review.

Théo Lepage, Réda Dehak

Speech Commun., 2026

2025

Self-Supervised Frameworks for Speaker Verification via Bootstrapped Positive Sampling.

Théo Lepage, Réda Dehak

CoRR, January, 2025

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

Théo Lepage, Réda Dehak

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

2024

Exploring WavLM Back-ends for Speech Spoofing and Deepfake Detection.

Theophile Stourbe, Victor Miara, Théo Lepage, Réda Dehak

CoRR, 2024

Additive Margin in Contrastive Self-Supervised Frameworks to Learn Discriminative Speaker Representations.

Théo Lepage, Réda Dehak

Proceedings of the Odyssey 2024: The Speaker and Language Recognition Workshop, 2024

Towards Supervised Performance on Speaker Verification with Self-Supervised Learning by Leveraging Large-Scale ASR Models.

Victor Miara, Théo Lepage, Réda Dehak

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

2023

Experimenting with Additive Margins for Contrastive Self-Supervised Speaker Verification.

Théo Lepage, Réda Dehak

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2022

Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning.

Théo Lepage, Réda Dehak

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022