Mozilla AI x UncovAI: Train Your Own Synthetic Audio Detector
Synthetic speech is becoming increasingly realistic and accessible, raising concerns about misinformation, fraud, and content authenticity. Mozilla AI x UncovAI help you train your model to detect it.
💻 Get started now here!
What the Blueprint does
In collaboration with Mozilla AI, this Blueprint guides you through training and deploying a machine learning model that effectively detects synthetic and modified audio content, with a pre-built example for fake speech detection. It's built to be practical from the start: clone it, follow the steps, and you have a working detector rather than a theoretical framework.
Lightweight by design
The Blueprint provides a lightweight alternative to deep learning approaches, allowing easier training and deployment while delivering superior detection results. That's a familiar philosophy at UncovAI — efficient detection doesn't have to mean heavy infrastructure, and this collaboration with Mozilla AI puts that approach directly into developers' hands for audio.
Check it out, and if audio isn't the only format you need to verify, UncovAI also covers text and image detection directly on the platform.
Frequently asked questions
What is the Mozilla AI x UncovAI Blueprint for?
A Blueprint that guides developers through training and deploying a machine learning model that detects synthetic and modified audio content, including a pre-built example for fake speech detection. Get started on GitHub.
Why does synthetic speech detection matter?
Synthetic speech is becoming increasingly realistic and accessible, raising concerns about misinformation, fraud, and content authenticity, since convincing fake audio can be used to impersonate real people or spread false information.
How is the Blueprint's approach different from typical deep learning detection?
It provides a lightweight alternative to deep learning approaches, allowing easier training and deployment while still delivering superior detection results compared to heavier models.
Build your own synthetic audio detector
Explore the Blueprint on GitHub, and see how UncovAI tackles detection across text and images too.
Get started on GitHub →