Pierre-François Marteau

3 papers · 2017–2025 · 1 venue · across top CS/AI venues

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Achievements

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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

Interspeech (3)

Top co-authors

Damien Lolive (3) Arnaud Delhay (3) David Guennec (2) Aghilas Sini (2) Hoan My Tran (2) Philippe Martin (1) Cedric Fayet (1)

Research topics

Machine Learning (2) Speech & Audio (2) Analysis (2) Artificial Intelligence (1) Deep Learning (1) Core AI (1) Core Methods (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1)

Keywords

self-supervised learning (2) anomaly detection (1) feature selection (1) speaker embedding (1) speaker verification (1) state space model (1) gaussian mixture model (1) feature aggregation (1) audio deepfake detection (1) prosodic feature (1) big five personality (1) gated convolution (1) speech deepfake detection (1) contrastive learning (1) one-class support vector machine (1)

Papers

Leveraging SSL Speech Features and Mamba for Enhanced DeepFake Detection Interspeech 2025 Spoofed Speech Detection with a Focus on Speaker Embedding Interspeech 2024 Big Five vs. Prosodic Features as Cues to Detect Abnormality in SSPNET-Personality Corpus Interspeech 2017