Multimodal Deepfake Detection With Zero Day Model Coverage

via “multimodal deepfake detection with zero-day model coverage”

Enterprise voice cloning with emotion control and deepfake detection.

Unique: Resemble Detect model claims training on 160+ generative AI models with zero-day coverage for emerging synthesis techniques, providing unified detection across audio, video, and images rather than separate specialized detectors. Achieves 96.7% accuracy on audio detection versus competitors using ensemble methods (LinearHead + Wav2Vec2, AASIST + Wav2Vec2, etc.)

vs others: More comprehensive than single-modality detectors because it handles audio, video, and images in one model, and claims better accuracy (96.7%) than ensemble approaches used by competitors while supporting zero-day detection of new generative models