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Author

Shankar Parmar

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Open access 2026

A Multi-Domain Feature Framework for Robust Deepfake Audio Detection

The results indicate that multi-domain feature fusion offers a practical and generalizable solution for real-world deepfake audio detection, particularly in environments involving diverse codecs and synthesis techniques.

Akshat Chhatriwala, Ishita Akolkar, Namrata Shroff et al. · 0 citations
Open access 2026

A Deep Spatio-Temporal Framework for Multi-Class Traffic Prediction and Accident Detection in Surveillance Video

Experimental results demonstrate that Z-score standardization improves classification performance, and the feasibility and robustness of the proposed framework in real-world traffic environments are indicated.

Dhartee Patel, Jinal Ahir, Namrata Shroff et al. · 0 citations

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