Sushmita

Sequentially Fused Spectrogram and the DeepCNN Classifiers-based Audio Spoof Detection System. This project introduces a novel approach MCG spectrogram by fusing the Mel Spectrogram and Cochleagram sequentially. For the classification, three pretrained models ResNet50, ResNet50V2, and InceptionV3 have been used.

Focused on advancement of Traffic System Controllers, contributing to safer, more efficient urban transportation systems. The project implements the three layers of the Lambda Architecture- Batch layer, Serving layer, Speed layer.

Designed and developed a comprehensive college website featuring multiple interactive sections, providing structured access to academic, administrative, and campus-related information.