- Engineered a dual-feature ResNet-18 & CNN ensemble, achieving 3.31% EER and 0.9940 ROC-AUC on the ASVspoof dataset.
- Applied Grad-CAM & Integrated Gradients to visualize vocoder artifacts, validating defense against 13 unseen zero-day attacks.
- Developed a Gradio dashboard delivering real-time multimodal forensic analysis with <22 ms inference latency.
1 min read
Audio Deepfake Forensics