Benoît Fauve
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benoitfauve.bsky.social
Benoît Fauve
@benoitfauve.bsky.social
R&D with @validsoft.bsky.social . Audio Deepfake Detection. Voice Biometrics. ML and speech.
Reposted by Benoît Fauve
Speech DF Arena, a benchmark for audio deepfake detection, includes a toolkit for uniform evaluation across 14 datasets, revealing high error rates in out-of-domain scenarios.
Speech DF Arena: A Leaderboard for Speech DeepFake Detection Models
Sandipana Dowerah, Atharva Kulkarni, Ajinkya Kulkarni, Hoan My Tran, Joonas Kalda, Artem Fedorchenko, Benoit Fauve, Damien Lolive, Tanel Alumäe, Matthew Magimai Doss
arxiv.org
September 4, 2025 at 8:38 AM
"To paraphrase Jane Austen, it is a truth universally acknowledged that a research project in possession of large datasets must be in want of artificial intelligence...." physicsworld.com/a/how-ai-can...
How AI can help (and hopefully not hinder) physics – Physics World
Tara Shears discusses how the fields of AI and physics could help advance each other
physicsworld.com
September 5, 2025 at 8:00 PM
Reposted by Benoît Fauve
BBC's experiment reveals that 50% failed to identify the deepfake audio—even when expecting it.
ValidSoft's Voice Verity® solution detected the deepfake instantly, providing real-time, scalable protection against these evolving threats.
Read Here: www.validsoft.com/blog/bbc-dee...
December 4, 2024 at 11:08 AM

When BBCNews flagged misuse of Sir David Attenborough’s voice, Validsoft swiftly traced fake audio origins, uncovering repurposed generative audio. Kudos to the team for their cutting-edge tools! 🙌 #AudioForensics #DeepfakeDetection #AudioDeepfakeDetection www.validsoft.com/blog/sir-dav...
Sir David Attenborough’s Voice and the Rise of AI Cloning : An Iconic Voice Under Siege
Sir David Attenborough voice cloned: with the increasing prevalence of AI-generated voices, detection tools available today, remain underutilized.
www.validsoft.com
November 20, 2024 at 8:24 PM