Dynamic Modality Gating
Quality-conditioned dynamic weighting mechanism adjusting audio vs visual stream contributions in real-time based on signal degradation.
Intellectual Property Status
International Patent Application PCT/IB2025/060348
NDMS is backed by a patent application filed under the WIPO Patent Cooperation Treaty (PCT), which documents the disclosed technical architecture within the PCT international filing/search pathway.
Legal Precision: Patent application filed ≠ granted patent · ISA search completed ≠ product endorsement · PCT process = international priority pathway
IP Differentiators
Technical Innovations Covered in Disclosure
Core technical concepts establishing a potential defensible IP moat.
Temporal Cross-Modal Discordance
Algorithmic modeling of temporal mismatch between outward facial posture and vocal prosodic cues to calculate a calibrated masking score.
EEG Teacher Distillation
Framework for transferring multi-channel EEG physiological features into a light audiovisual student model without runtime hardware overhead.
Interpretable Saliency & Uncertainty
Generating facial heatmap overlays and dynamic prediction uncertainty bounds for human-in-the-loop validation.